diff --git a/experiments/ClimaCore/Manifest-v1.11.toml b/experiments/ClimaCore/Manifest-v1.11.toml
index 775e228304..9a7af4bd2a 100644
--- a/experiments/ClimaCore/Manifest-v1.11.toml
+++ b/experiments/ClimaCore/Manifest-v1.11.toml
@@ -5,16 +5,18 @@ manifest_format = "2.0"
 project_hash = "316c1d4547278d00d7ec1d28019997cfd810b793"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "eea5d80188827b35333801ef97a40c2ed653b081"
+git-tree-sha1 = "30bb95a372787af850addf28ac937f1be7b79173"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "1.9.0"
+version = "1.10.0"
 
     [deps.ADTypes.extensions]
     ADTypesChainRulesCoreExt = "ChainRulesCore"
+    ADTypesConstructionBaseExt = "ConstructionBase"
     ADTypesEnzymeCoreExt = "EnzymeCore"
 
     [deps.ADTypes.weakdeps]
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
     EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 
 [[deps.Accessors]]
@@ -58,15 +60,16 @@ version = "1.1.2"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra"]
-git-tree-sha1 = "3640d077b6dafd64ceb8fd5c1ec76f7ca53bcf76"
+git-tree-sha1 = "d60a1922358aa203019b7857a2c8c37329b8736c"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.16.0"
+version = "7.17.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
     ArrayInterfaceCUDSSExt = "CUDSS"
+    ArrayInterfaceChainRulesCoreExt = "ChainRulesCore"
     ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
     ArrayInterfaceReverseDiffExt = "ReverseDiff"
@@ -80,6 +83,7 @@ version = "7.16.0"
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
     CUDSS = "45b445bb-4962-46a0-9369-b4df9d0f772e"
     ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
@@ -190,10 +194,10 @@ version = "0.6.4"
     MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195"
 
 [[deps.ClimaCore]]
-deps = ["Adapt", "BandedMatrices", "BlockArrays", "ClimaComms", "CubedSphere", "DataStructures", "DocStringExtensions", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "MultiBroadcastFusion", "NVTX", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "StaticArrays", "Statistics", "Unrolled"]
-git-tree-sha1 = "c5110de141034f18511a9d09b409f9dd568b83ee"
+deps = ["Adapt", "BandedMatrices", "BlockArrays", "ClimaComms", "CubedSphere", "DataStructures", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "MultiBroadcastFusion", "NVTX", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "StaticArrays", "Statistics", "Unrolled"]
+git-tree-sha1 = "7632911d7b09fb3e067984626b07b3eb1113e55e"
 uuid = "d414da3d-4745-48bb-8d80-42e94e092884"
-version = "0.14.19"
+version = "0.14.20"
 
     [deps.ClimaCore.extensions]
     ClimaCoreCUDAExt = "CUDA"
@@ -204,10 +208,10 @@ version = "0.14.19"
     Krylov = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 
 [[deps.ClimaCorePlots]]
-deps = ["ClimaCore", "RecipesBase", "StaticArrays", "TriplotBase"]
-git-tree-sha1 = "4fc0c2a0845fc34a8d6c0e0a276d62a0d4e50286"
+deps = ["ClimaComms", "ClimaCore", "RecipesBase", "StaticArrays", "TriplotBase"]
+git-tree-sha1 = "6430644d60158055458075bf32e5ac24741b1ab9"
 uuid = "cf7c7e5a-b407-4c48-9047-11a94a308626"
-version = "0.2.10"
+version = "0.2.11"
 
 [[deps.ClimaCoreTempestRemap]]
 deps = ["ClimaComms", "ClimaCore", "CommonDataModel", "Dates", "LinearAlgebra", "NCDatasets", "PkgVersion", "TempestRemap_jll"]
@@ -251,9 +255,9 @@ version = "0.7.6"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "13951eb68769ad1cd460cdb2e64e5e95f1bf123d"
+git-tree-sha1 = "c785dfb1b3bfddd1da557e861b919819b82bbe5b"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.27.0"
+version = "3.27.1"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
@@ -279,9 +283,9 @@ version = "0.12.11"
 
 [[deps.CommonDataModel]]
 deps = ["CFTime", "DataStructures", "Dates", "Preferences", "Printf", "Statistics"]
-git-tree-sha1 = "d6fb5bf939a2753c74984b11434ea25d6c397a58"
+git-tree-sha1 = "98d64d5b9e5263884276656a43c45424b3a645c2"
 uuid = "1fbeeb36-5f17-413c-809b-666fb144f157"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.CommonSolve]]
 git-tree-sha1 = "0eee5eb66b1cf62cd6ad1b460238e60e4b09400c"
@@ -401,10 +405,10 @@ uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 version = "1.9.1"
 
 [[deps.DiffEqBase]]
-deps = ["ArrayInterface", "ConcreteStructs", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "FastClosures", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "Setfield", "Static", "StaticArraysCore", "Statistics", "TruncatedStacktraces"]
-git-tree-sha1 = "f8eefbb7e910f59087c4bb09ce670f235758ee4a"
+deps = ["ArrayInterface", "ConcreteStructs", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "FastClosures", "FastPower", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "Setfield", "Static", "StaticArraysCore", "Statistics", "TruncatedStacktraces"]
+git-tree-sha1 = "b7dbeaa770bad0980ddddf606de814cff2acb3bc"
 uuid = "2b5f629d-d688-5b77-993f-72d75c75574e"
-version = "6.158.3"
+version = "6.160.0"
 
     [deps.DiffEqBase.extensions]
     DiffEqBaseCUDAExt = "CUDA"
@@ -436,9 +440,9 @@ version = "6.158.3"
 
 [[deps.DiffEqCallbacks]]
 deps = ["ConcreteStructs", "DataStructures", "DiffEqBase", "DifferentiationInterface", "Functors", "LinearAlgebra", "Markdown", "RecipesBase", "RecursiveArrayTools", "SciMLBase", "StaticArraysCore"]
-git-tree-sha1 = "b1f970a2873a2cf76ce35fb0ed2b755a11b31052"
+git-tree-sha1 = "5458b607a6639b0e9c587d5afffc5d41a8f9cfb7"
 uuid = "459566f4-90b8-5000-8ac3-15dfb0a30def"
-version = "4.1.0"
+version = "4.2.0"
 
 [[deps.DiffResults]]
 deps = ["StaticArraysCore"]
@@ -454,9 +458,9 @@ version = "1.15.1"
 
 [[deps.DifferentiationInterface]]
 deps = ["ADTypes", "LinearAlgebra"]
-git-tree-sha1 = "5e27b35fae15c8f955c07edf608baa21d091e366"
+git-tree-sha1 = "0c99576d0b93df0aff1bed9d9adddef14e4e658f"
 uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
-version = "0.6.20"
+version = "0.6.22"
 
     [deps.DifferentiationInterface.extensions]
     DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
@@ -522,9 +526,9 @@ uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
 version = "1.0.4"
 
 [[deps.EnzymeCore]]
-git-tree-sha1 = "04c777af6ef65530a96ab68f0a81a4608113aa1d"
+git-tree-sha1 = "e333ffd38ecffcf5c6c2dafd10788404ac46fb9f"
 uuid = "f151be2c-9106-41f4-ab19-57ee4f262869"
-version = "0.8.5"
+version = "0.8.6"
 weakdeps = ["Adapt"]
 
     [deps.EnzymeCore.extensions]
@@ -544,9 +548,9 @@ version = "0.1.10"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
+git-tree-sha1 = "cc5231d52eb1771251fbd37171dbc408bcc8a1b6"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.2+0"
+version = "2.6.4+0"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
@@ -582,11 +586,32 @@ git-tree-sha1 = "acebe244d53ee1b461970f8910c235b259e772ef"
 uuid = "9aa1b823-49e4-5ca5-8b0f-3971ec8bab6a"
 version = "0.3.2"
 
+[[deps.FastPower]]
+git-tree-sha1 = "58c3431137131577a7c379d00fea00be524338fb"
+uuid = "a4df4552-cc26-4903-aec0-212e50a0e84b"
+version = "1.1.1"
+
+    [deps.FastPower.extensions]
+    FastPowerEnzymeExt = "Enzyme"
+    FastPowerForwardDiffExt = "ForwardDiff"
+    FastPowerMeasurementsExt = "Measurements"
+    FastPowerMonteCarloMeasurementsExt = "MonteCarloMeasurements"
+    FastPowerReverseDiffExt = "ReverseDiff"
+    FastPowerTrackerExt = "Tracker"
+
+    [deps.FastPower.weakdeps]
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7"
+    MonteCarloMeasurements = "0987c9cc-fe09-11e8-30f0-b96dd679fdca"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
+
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9"
+git-tree-sha1 = "91e0e5c68d02bcdaae76d3c8ceb4361e8f28d2e9"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.16.4"
+version = "1.16.5"
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
@@ -627,9 +652,9 @@ version = "1.3.7"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
-git-tree-sha1 = "a9ce73d3c827adab2d70bf168aaece8cce196898"
+git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.37"
+version = "0.10.38"
 weakdeps = ["StaticArrays"]
 
     [deps.ForwardDiff.extensions]
@@ -659,10 +684,10 @@ uuid = "77dc65aa-8811-40c2-897b-53d922fa7daf"
 version = "0.1.3"
 
 [[deps.Functors]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "64d8e93700c7a3f28f717d265382d52fac9fa1c1"
+deps = ["Compat", "ConstructionBase", "LinearAlgebra", "Random"]
+git-tree-sha1 = "15e5397dd1cea034c7c772d9748cdee461fb5496"
 uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
-version = "0.4.12"
+version = "0.5.1"
 
 [[deps.Future]]
 deps = ["Random"]
@@ -682,9 +707,9 @@ version = "6.3.0+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
-git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
+git-tree-sha1 = "83cf05ab16a73219e5f6bd1bdfa9848fa24ac627"
 uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
-version = "0.1.6"
+version = "0.2.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
@@ -751,16 +776,16 @@ version = "0.17.2"
     MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195"
 
 [[deps.HDF5_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"]
-git-tree-sha1 = "82a471768b513dc39e471540fdadc84ff80ff997"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"]
+git-tree-sha1 = "38c8874692d48d5440d5752d6c74b0c6b0b60739"
 uuid = "0234f1f7-429e-5d53-9886-15a909be8d59"
-version = "1.14.3+3"
+version = "1.14.2+1"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "bc3f416a965ae61968c20d0ad867556367f2817d"
+git-tree-sha1 = "1336e07ba2eb75614c99496501a8f4b233e9fafe"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.9"
+version = "1.10.10"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
@@ -770,9 +795,9 @@ version = "8.3.1+0"
 
 [[deps.Hwloc_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "dd3b49277ec2bb2c6b94eb1604d4d0616016f7a6"
+git-tree-sha1 = "50aedf345a709ab75872f80a2779568dc0bb461b"
 uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8"
-version = "2.11.2+0"
+version = "2.11.2+1"
 
 [[deps.IfElse]]
 git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
@@ -817,9 +842,9 @@ version = "1.0.0"
 
 [[deps.JLD2]]
 deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "PrecompileTools", "Requires", "TranscodingStreams"]
-git-tree-sha1 = "a0746c21bdc986d0dc293efa6b1faee112c37c28"
+git-tree-sha1 = "ce5737c0d4490b0e0040b5dc77fbb6a351ddf188"
 uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
-version = "0.4.53"
+version = "0.5.8"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
@@ -870,10 +895,10 @@ uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 version = "0.9.8"
 
 [[deps.KrylovKit]]
-deps = ["GPUArraysCore", "LinearAlgebra", "PackageExtensionCompat", "Printf", "VectorInterface"]
-git-tree-sha1 = "3c2a016489c38f35160a246c91a3f3353c47bb68"
+deps = ["LinearAlgebra", "PackageExtensionCompat", "Printf", "Random", "VectorInterface"]
+git-tree-sha1 = "d7ed24a88732689f26d3f12a817d181d4024bf44"
 uuid = "0b1a1467-8014-51b9-945f-bf0ae24f4b77"
-version = "0.8.1"
+version = "0.8.3"
 
     [deps.KrylovKit.extensions]
     KrylovKitChainRulesCoreExt = "ChainRulesCore"
@@ -1211,10 +1236,10 @@ uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
 version = "1.0.2"
 
 [[deps.NetCDF_jll]]
-deps = ["Artifacts", "Blosc_jll", "Bzip2_jll", "HDF5_jll", "JLLWrappers", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "TOML", "XML2_jll", "Zlib_jll", "Zstd_jll", "libzip_jll"]
-git-tree-sha1 = "4686378c4ae1d1948cfbe46c002a11a4265dcb07"
+deps = ["Artifacts", "Blosc_jll", "Bzip2_jll", "HDF5_jll", "JLLWrappers", "LibCURL_jll", "Libdl", "OpenMPI_jll", "XML2_jll", "Zlib_jll", "Zstd_jll", "libzip_jll"]
+git-tree-sha1 = "a8af1798e4eb9ff768ce7fdefc0e957097793f15"
 uuid = "7243133f-43d8-5620-bbf4-c2c921802cf3"
-version = "400.902.211+1"
+version = "400.902.209+0"
 
 [[deps.Nettle_jll]]
 deps = ["Artifacts", "GMP_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1258,10 +1283,10 @@ uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
 version = "0.8.1+2"
 
 [[deps.OpenMPI_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
-git-tree-sha1 = "e25c1778a98e34219a00455d6e4384e017ea9762"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML", "Zlib_jll"]
+git-tree-sha1 = "bfce6d523861a6c562721b262c0d1aaeead2647f"
 uuid = "fe0851c0-eecd-5654-98d4-656369965a5c"
-version = "4.1.6+0"
+version = "5.0.5+0"
 
 [[deps.OpenSSL]]
 deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
@@ -1367,9 +1392,9 @@ version = "1.4.3"
 
 [[deps.Plots]]
 deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "45470145863035bb124ca51b320ed35d071cc6c2"
+git-tree-sha1 = "dae01f8c2e069a683d3a6e17bbae5070ab94786f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.8"
+version = "1.40.9"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -1544,9 +1569,9 @@ version = "0.1.0"
 
 [[deps.SciMLBase]]
 deps = ["ADTypes", "Accessors", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "Expronicon", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface"]
-git-tree-sha1 = "f102316e5c958b425ef530ee51c7c8a1def55d1f"
+git-tree-sha1 = "cacc7bc54bab8749b1fc1032c4911fe80cffb959"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.58.1"
+version = "2.61.0"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
@@ -1737,9 +1762,9 @@ version = "0.12.0"
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "20cf607cafb31f922bce84d60379203e7a126911"
+git-tree-sha1 = "6c6761e08bf5a270905cdd065be633abfa1b155b"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.34"
+version = "0.3.35"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1765,20 +1790,16 @@ version = "1.10.0"
 
 [[deps.TaylorSeries]]
 deps = ["LinearAlgebra", "Markdown", "Requires", "SparseArrays"]
-git-tree-sha1 = "90c9bc500f4c5cdd235c81503ec91b2048f06423"
+git-tree-sha1 = "abc13c4d3cccd1703335ba03abdaf0dc8ecc97e2"
 uuid = "6aa5eb33-94cf-58f4-a9d0-e4b2c4fc25ea"
-version = "0.17.8"
+version = "0.17.3"
 
     [deps.TaylorSeries.extensions]
     TaylorSeriesIAExt = "IntervalArithmetic"
-    TaylorSeriesJLD2Ext = "JLD2"
-    TaylorSeriesRATExt = "RecursiveArrayTools"
     TaylorSeriesSAExt = "StaticArrays"
 
     [deps.TaylorSeries.weakdeps]
     IntervalArithmetic = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
-    JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
-    RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.TempestRemap_jll]]
@@ -1904,9 +1925,9 @@ version = "0.2.0"
 
 [[deps.VectorInterface]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "7cab92153022a72d4534262cc15a96e21223e3f9"
+git-tree-sha1 = "cea8abaa6e43f72f97a09cf95b80c9eb53ff75cf"
 uuid = "409d34a3-91d5-4945-b6ec-7529ddf182d8"
-version = "0.4.8"
+version = "0.4.9"
 
 [[deps.Vulkan_Loader_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Wayland_jll", "Xorg_libX11_jll", "Xorg_libXrandr_jll", "xkbcommon_jll"]
@@ -1928,9 +1949,9 @@ version = "1.31.0+0"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "6a451c6f33a176150f315726eba8b92fbfdb9ae7"
+git-tree-sha1 = "a2fccc6559132927d4c5dc183e3e01048c6dcbd6"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.4+0"
+version = "2.13.5+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
diff --git a/experiments/ClimaCore/Manifest.toml b/experiments/ClimaCore/Manifest.toml
index 5190526a87..fe68aab5e9 100644
--- a/experiments/ClimaCore/Manifest.toml
+++ b/experiments/ClimaCore/Manifest.toml
@@ -5,16 +5,18 @@ manifest_format = "2.0"
 project_hash = "316c1d4547278d00d7ec1d28019997cfd810b793"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "eea5d80188827b35333801ef97a40c2ed653b081"
+git-tree-sha1 = "30bb95a372787af850addf28ac937f1be7b79173"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "1.9.0"
+version = "1.10.0"
 
     [deps.ADTypes.extensions]
     ADTypesChainRulesCoreExt = "ChainRulesCore"
+    ADTypesConstructionBaseExt = "ConstructionBase"
     ADTypesEnzymeCoreExt = "EnzymeCore"
 
     [deps.ADTypes.weakdeps]
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
     EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 
 [[deps.Accessors]]
@@ -58,15 +60,16 @@ version = "1.1.1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra"]
-git-tree-sha1 = "3640d077b6dafd64ceb8fd5c1ec76f7ca53bcf76"
+git-tree-sha1 = "d60a1922358aa203019b7857a2c8c37329b8736c"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.16.0"
+version = "7.17.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
     ArrayInterfaceCUDSSExt = "CUDSS"
+    ArrayInterfaceChainRulesCoreExt = "ChainRulesCore"
     ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
     ArrayInterfaceReverseDiffExt = "ReverseDiff"
@@ -80,6 +83,7 @@ version = "7.16.0"
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
     CUDSS = "45b445bb-4962-46a0-9369-b4df9d0f772e"
     ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
@@ -188,10 +192,10 @@ version = "0.6.4"
     MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195"
 
 [[deps.ClimaCore]]
-deps = ["Adapt", "BandedMatrices", "BlockArrays", "ClimaComms", "CubedSphere", "DataStructures", "DocStringExtensions", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "MultiBroadcastFusion", "NVTX", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "StaticArrays", "Statistics", "Unrolled"]
-git-tree-sha1 = "c5110de141034f18511a9d09b409f9dd568b83ee"
+deps = ["Adapt", "BandedMatrices", "BlockArrays", "ClimaComms", "CubedSphere", "DataStructures", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "MultiBroadcastFusion", "NVTX", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "StaticArrays", "Statistics", "Unrolled"]
+git-tree-sha1 = "7632911d7b09fb3e067984626b07b3eb1113e55e"
 uuid = "d414da3d-4745-48bb-8d80-42e94e092884"
-version = "0.14.19"
+version = "0.14.20"
 
     [deps.ClimaCore.extensions]
     ClimaCoreCUDAExt = "CUDA"
@@ -202,10 +206,10 @@ version = "0.14.19"
     Krylov = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 
 [[deps.ClimaCorePlots]]
-deps = ["ClimaCore", "RecipesBase", "StaticArrays", "TriplotBase"]
-git-tree-sha1 = "4fc0c2a0845fc34a8d6c0e0a276d62a0d4e50286"
+deps = ["ClimaComms", "ClimaCore", "RecipesBase", "StaticArrays", "TriplotBase"]
+git-tree-sha1 = "6430644d60158055458075bf32e5ac24741b1ab9"
 uuid = "cf7c7e5a-b407-4c48-9047-11a94a308626"
-version = "0.2.10"
+version = "0.2.11"
 
 [[deps.ClimaCoreTempestRemap]]
 deps = ["ClimaComms", "ClimaCore", "CommonDataModel", "Dates", "LinearAlgebra", "NCDatasets", "PkgVersion", "TempestRemap_jll"]
@@ -249,9 +253,9 @@ version = "0.7.6"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "13951eb68769ad1cd460cdb2e64e5e95f1bf123d"
+git-tree-sha1 = "c785dfb1b3bfddd1da557e861b919819b82bbe5b"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.27.0"
+version = "3.27.1"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
@@ -277,9 +281,9 @@ version = "0.12.11"
 
 [[deps.CommonDataModel]]
 deps = ["CFTime", "DataStructures", "Dates", "Preferences", "Printf", "Statistics"]
-git-tree-sha1 = "d6fb5bf939a2753c74984b11434ea25d6c397a58"
+git-tree-sha1 = "98d64d5b9e5263884276656a43c45424b3a645c2"
 uuid = "1fbeeb36-5f17-413c-809b-666fb144f157"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.CommonSolve]]
 git-tree-sha1 = "0eee5eb66b1cf62cd6ad1b460238e60e4b09400c"
@@ -398,10 +402,10 @@ uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 version = "1.9.1"
 
 [[deps.DiffEqBase]]
-deps = ["ArrayInterface", "ConcreteStructs", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "FastClosures", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "Setfield", "Static", "StaticArraysCore", "Statistics", "TruncatedStacktraces"]
-git-tree-sha1 = "f8eefbb7e910f59087c4bb09ce670f235758ee4a"
+deps = ["ArrayInterface", "ConcreteStructs", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "FastClosures", "FastPower", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "Setfield", "Static", "StaticArraysCore", "Statistics", "TruncatedStacktraces"]
+git-tree-sha1 = "b7dbeaa770bad0980ddddf606de814cff2acb3bc"
 uuid = "2b5f629d-d688-5b77-993f-72d75c75574e"
-version = "6.158.3"
+version = "6.160.0"
 
     [deps.DiffEqBase.extensions]
     DiffEqBaseCUDAExt = "CUDA"
@@ -433,9 +437,9 @@ version = "6.158.3"
 
 [[deps.DiffEqCallbacks]]
 deps = ["ConcreteStructs", "DataStructures", "DiffEqBase", "DifferentiationInterface", "Functors", "LinearAlgebra", "Markdown", "RecipesBase", "RecursiveArrayTools", "SciMLBase", "StaticArraysCore"]
-git-tree-sha1 = "b1f970a2873a2cf76ce35fb0ed2b755a11b31052"
+git-tree-sha1 = "5458b607a6639b0e9c587d5afffc5d41a8f9cfb7"
 uuid = "459566f4-90b8-5000-8ac3-15dfb0a30def"
-version = "4.1.0"
+version = "4.2.0"
 
 [[deps.DiffResults]]
 deps = ["StaticArraysCore"]
@@ -451,9 +455,9 @@ version = "1.15.1"
 
 [[deps.DifferentiationInterface]]
 deps = ["ADTypes", "LinearAlgebra"]
-git-tree-sha1 = "5e27b35fae15c8f955c07edf608baa21d091e366"
+git-tree-sha1 = "0c99576d0b93df0aff1bed9d9adddef14e4e658f"
 uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
-version = "0.6.20"
+version = "0.6.22"
 
     [deps.DifferentiationInterface.extensions]
     DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
@@ -518,9 +522,9 @@ uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
 version = "1.0.4"
 
 [[deps.EnzymeCore]]
-git-tree-sha1 = "04c777af6ef65530a96ab68f0a81a4608113aa1d"
+git-tree-sha1 = "e333ffd38ecffcf5c6c2dafd10788404ac46fb9f"
 uuid = "f151be2c-9106-41f4-ab19-57ee4f262869"
-version = "0.8.5"
+version = "0.8.6"
 weakdeps = ["Adapt"]
 
     [deps.EnzymeCore.extensions]
@@ -540,9 +544,9 @@ version = "0.1.10"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
+git-tree-sha1 = "cc5231d52eb1771251fbd37171dbc408bcc8a1b6"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.2+0"
+version = "2.6.4+0"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
@@ -578,11 +582,32 @@ git-tree-sha1 = "acebe244d53ee1b461970f8910c235b259e772ef"
 uuid = "9aa1b823-49e4-5ca5-8b0f-3971ec8bab6a"
 version = "0.3.2"
 
+[[deps.FastPower]]
+git-tree-sha1 = "58c3431137131577a7c379d00fea00be524338fb"
+uuid = "a4df4552-cc26-4903-aec0-212e50a0e84b"
+version = "1.1.1"
+
+    [deps.FastPower.extensions]
+    FastPowerEnzymeExt = "Enzyme"
+    FastPowerForwardDiffExt = "ForwardDiff"
+    FastPowerMeasurementsExt = "Measurements"
+    FastPowerMonteCarloMeasurementsExt = "MonteCarloMeasurements"
+    FastPowerReverseDiffExt = "ReverseDiff"
+    FastPowerTrackerExt = "Tracker"
+
+    [deps.FastPower.weakdeps]
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7"
+    MonteCarloMeasurements = "0987c9cc-fe09-11e8-30f0-b96dd679fdca"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
+
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9"
+git-tree-sha1 = "91e0e5c68d02bcdaae76d3c8ceb4361e8f28d2e9"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.16.4"
+version = "1.16.5"
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
@@ -622,9 +647,9 @@ version = "1.3.7"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
-git-tree-sha1 = "a9ce73d3c827adab2d70bf168aaece8cce196898"
+git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.37"
+version = "0.10.38"
 weakdeps = ["StaticArrays"]
 
     [deps.ForwardDiff.extensions]
@@ -654,10 +679,10 @@ uuid = "77dc65aa-8811-40c2-897b-53d922fa7daf"
 version = "0.1.3"
 
 [[deps.Functors]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "64d8e93700c7a3f28f717d265382d52fac9fa1c1"
+deps = ["Compat", "ConstructionBase", "LinearAlgebra", "Random"]
+git-tree-sha1 = "15e5397dd1cea034c7c772d9748cdee461fb5496"
 uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
-version = "0.4.12"
+version = "0.5.1"
 
 [[deps.Future]]
 deps = ["Random"]
@@ -676,9 +701,9 @@ version = "6.2.1+6"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
-git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
+git-tree-sha1 = "83cf05ab16a73219e5f6bd1bdfa9848fa24ac627"
 uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
-version = "0.1.6"
+version = "0.2.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
@@ -752,9 +777,9 @@ version = "1.14.2+1"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "bc3f416a965ae61968c20d0ad867556367f2817d"
+git-tree-sha1 = "1336e07ba2eb75614c99496501a8f4b233e9fafe"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.9"
+version = "1.10.10"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
@@ -764,9 +789,9 @@ version = "8.3.1+0"
 
 [[deps.Hwloc_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "dd3b49277ec2bb2c6b94eb1604d4d0616016f7a6"
+git-tree-sha1 = "50aedf345a709ab75872f80a2779568dc0bb461b"
 uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8"
-version = "2.11.2+0"
+version = "2.11.2+1"
 
 [[deps.IfElse]]
 git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
@@ -863,10 +888,10 @@ uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 version = "0.9.8"
 
 [[deps.KrylovKit]]
-deps = ["GPUArraysCore", "LinearAlgebra", "PackageExtensionCompat", "Printf", "VectorInterface"]
-git-tree-sha1 = "3c2a016489c38f35160a246c91a3f3353c47bb68"
+deps = ["LinearAlgebra", "PackageExtensionCompat", "Printf", "Random", "VectorInterface"]
+git-tree-sha1 = "d7ed24a88732689f26d3f12a817d181d4024bf44"
 uuid = "0b1a1467-8014-51b9-945f-bf0ae24f4b77"
-version = "0.8.1"
+version = "0.8.3"
 
     [deps.KrylovKit.extensions]
     KrylovKitChainRulesCoreExt = "ChainRulesCore"
@@ -1349,9 +1374,9 @@ version = "1.4.3"
 
 [[deps.Plots]]
 deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "45470145863035bb124ca51b320ed35d071cc6c2"
+git-tree-sha1 = "dae01f8c2e069a683d3a6e17bbae5070ab94786f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.8"
+version = "1.40.9"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -1523,9 +1548,9 @@ version = "0.1.0"
 
 [[deps.SciMLBase]]
 deps = ["ADTypes", "Accessors", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "Expronicon", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface"]
-git-tree-sha1 = "f102316e5c958b425ef530ee51c7c8a1def55d1f"
+git-tree-sha1 = "cacc7bc54bab8749b1fc1032c4911fe80cffb959"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.58.1"
+version = "2.61.0"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
@@ -1705,9 +1730,9 @@ version = "0.12.0"
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "20cf607cafb31f922bce84d60379203e7a126911"
+git-tree-sha1 = "6c6761e08bf5a270905cdd065be633abfa1b155b"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.34"
+version = "0.3.35"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1865,9 +1890,9 @@ version = "0.2.0"
 
 [[deps.VectorInterface]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "7cab92153022a72d4534262cc15a96e21223e3f9"
+git-tree-sha1 = "cea8abaa6e43f72f97a09cf95b80c9eb53ff75cf"
 uuid = "409d34a3-91d5-4945-b6ec-7529ddf182d8"
-version = "0.4.8"
+version = "0.4.9"
 
 [[deps.Vulkan_Loader_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Wayland_jll", "Xorg_libX11_jll", "Xorg_libXrandr_jll", "xkbcommon_jll"]
@@ -1889,9 +1914,9 @@ version = "1.31.0+0"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "6a451c6f33a176150f315726eba8b92fbfdb9ae7"
+git-tree-sha1 = "a2fccc6559132927d4c5dc183e3e01048c6dcbd6"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.4+0"
+version = "2.13.5+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
diff --git a/experiments/ClimaEarth/Manifest-v1.11.toml b/experiments/ClimaEarth/Manifest-v1.11.toml
index 910f6ff197..407392d0fd 100644
--- a/experiments/ClimaEarth/Manifest-v1.11.toml
+++ b/experiments/ClimaEarth/Manifest-v1.11.toml
@@ -5,13 +5,14 @@ manifest_format = "2.0"
 project_hash = "5649495ebeefc92d7b9428a7f4ac45942550b0ca"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "eea5d80188827b35333801ef97a40c2ed653b081"
+git-tree-sha1 = "30bb95a372787af850addf28ac937f1be7b79173"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "1.9.0"
-weakdeps = ["ChainRulesCore", "EnzymeCore"]
+version = "1.10.0"
+weakdeps = ["ChainRulesCore", "ConstructionBase", "EnzymeCore"]
 
     [deps.ADTypes.extensions]
     ADTypesChainRulesCoreExt = "ChainRulesCore"
+    ADTypesConstructionBaseExt = "ConstructionBase"
     ADTypesEnzymeCoreExt = "EnzymeCore"
 
 [[deps.AbstractFFTs]]
@@ -82,12 +83,6 @@ git-tree-sha1 = "e81c509d2c8e49592413bfb0bb3b08150056c79d"
 uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340"
 version = "0.4.1"
 
-[[deps.Aqua]]
-deps = ["Compat", "Pkg", "Test"]
-git-tree-sha1 = "49b1d7a9870c87ba13dc63f8ccfcf578cb266f95"
-uuid = "4c88cf16-eb10-579e-8560-4a9242c79595"
-version = "0.8.9"
-
 [[deps.ArgParse]]
 deps = ["Logging", "TextWrap"]
 git-tree-sha1 = "22cf435ac22956a7b45b0168abbc871176e7eecc"
@@ -256,15 +251,15 @@ version = "1.0.1+0"
 
 [[deps.Cairo]]
 deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"]
-git-tree-sha1 = "7b6ad8c35f4bc3bca8eb78127c8b99719506a5fb"
+git-tree-sha1 = "71aa551c5c33f1a4415867fe06b7844faadb0ae9"
 uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
-version = "1.1.0"
+version = "1.1.1"
 
 [[deps.CairoMakie]]
 deps = ["CRC32c", "Cairo", "Cairo_jll", "Colors", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
-git-tree-sha1 = "fbfdb7cbe17bd14b60646c14c27a16e5038cde54"
+git-tree-sha1 = "c3161fbfe99d9d7ee121cf2017d49966b152857c"
 uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
-version = "0.12.15"
+version = "0.12.16"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -295,9 +290,9 @@ weakdeps = ["GeoMakie", "Makie"]
 
 [[deps.ClimaAtmos]]
 deps = ["ArgParse", "ArtifactWrappers", "Artifacts", "AtmosphericProfilesLibrary", "ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "CloudMicrophysics", "Dates", "DiffEqBase", "FastGaussQuadrature", "Insolation", "Interpolations", "LazyArtifacts", "LinearAlgebra", "Logging", "NCDatasets", "NVTX", "RRTMGP", "Random", "SciMLBase", "StaticArrays", "Statistics", "SurfaceFluxes", "Thermodynamics", "UnrolledUtilities", "YAML"]
-git-tree-sha1 = "bb262a5b9bb9ec9434895c84f364be2101679ef5"
+git-tree-sha1 = "71f099c986156c14e50db5c3d2f2d54d46151403"
 uuid = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
-version = "0.27.8"
+version = "0.27.9"
 
 [[deps.ClimaComms]]
 git-tree-sha1 = "ec303a4a66dc0a0ebe15a639a7e685afeaa0daef"
@@ -313,10 +308,10 @@ version = "0.6.4"
     MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195"
 
 [[deps.ClimaCore]]
-deps = ["Adapt", "BandedMatrices", "BlockArrays", "ClimaComms", "CubedSphere", "DataStructures", "DocStringExtensions", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "MultiBroadcastFusion", "NVTX", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "StaticArrays", "Statistics", "Unrolled"]
-git-tree-sha1 = "c5110de141034f18511a9d09b409f9dd568b83ee"
+deps = ["Adapt", "BandedMatrices", "BlockArrays", "ClimaComms", "CubedSphere", "DataStructures", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "MultiBroadcastFusion", "NVTX", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "StaticArrays", "Statistics", "Unrolled"]
+git-tree-sha1 = "7632911d7b09fb3e067984626b07b3eb1113e55e"
 uuid = "d414da3d-4745-48bb-8d80-42e94e092884"
-version = "0.14.19"
+version = "0.14.20"
 
     [deps.ClimaCore.extensions]
     ClimaCoreCUDAExt = "CUDA"
@@ -327,10 +322,10 @@ version = "0.14.19"
     Krylov = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 
 [[deps.ClimaCorePlots]]
-deps = ["ClimaCore", "RecipesBase", "StaticArrays", "TriplotBase"]
-git-tree-sha1 = "4fc0c2a0845fc34a8d6c0e0a276d62a0d4e50286"
+deps = ["ClimaComms", "ClimaCore", "RecipesBase", "StaticArrays", "TriplotBase"]
+git-tree-sha1 = "6430644d60158055458075bf32e5ac24741b1ab9"
 uuid = "cf7c7e5a-b407-4c48-9047-11a94a308626"
-version = "0.2.10"
+version = "0.2.11"
 
 [[deps.ClimaCoreTempestRemap]]
 deps = ["ClimaComms", "ClimaCore", "CommonDataModel", "Dates", "LinearAlgebra", "NCDatasets", "PkgVersion", "TempestRemap_jll"]
@@ -352,9 +347,9 @@ version = "0.2.10"
 
 [[deps.ClimaLand]]
 deps = ["ArtifactWrappers", "ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaUtilities", "Dates", "DocStringExtensions", "Insolation", "Interpolations", "LazyArtifacts", "LinearAlgebra", "NCDatasets", "SciMLBase", "StaticArrays", "SurfaceFluxes", "Thermodynamics"]
-git-tree-sha1 = "df7f42aeb56eeb3c80b4fed814e0048b24447865"
+git-tree-sha1 = "2cf03e6608e7cd1f84ba548acb8c2edf4260a726"
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
-version = "0.15.4"
+version = "0.15.5"
 
     [deps.ClimaLand.extensions]
     CreateParametersExt = "ClimaParams"
@@ -394,9 +389,9 @@ version = "0.7.38"
 
 [[deps.ClimaUtilities]]
 deps = ["Artifacts", "Dates"]
-git-tree-sha1 = "7e024b52c3a6713680665b3cc9f6cb9b872db357"
+git-tree-sha1 = "f99f60059af1de49a24d16049dfa8d65e3d3907d"
 uuid = "b3f4f4ca-9299-4f7f-bd9b-81e1242a7513"
-version = "0.1.17"
+version = "0.1.18"
 
     [deps.ClimaUtilities.extensions]
     ClimaUtilitiesClimaCommsCUDAExt = ["ClimaComms", "CUDA"]
@@ -732,9 +727,9 @@ version = "0.1.10"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
+git-tree-sha1 = "cc5231d52eb1771251fbd37171dbc408bcc8a1b6"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.2+0"
+version = "2.6.4+0"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
@@ -795,9 +790,9 @@ version = "1.0.2"
 
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9"
+git-tree-sha1 = "91e0e5c68d02bcdaae76d3c8ceb4361e8f28d2e9"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.16.4"
+version = "1.16.5"
 
 [[deps.FilePaths]]
 deps = ["FilePathsBase", "MacroTools", "Reexport", "Requires"]
@@ -873,9 +868,9 @@ version = "2.13.2+0"
 
 [[deps.FreeTypeAbstraction]]
 deps = ["ColorVectorSpace", "Colors", "FreeType", "GeometryBasics"]
-git-tree-sha1 = "84dfe824bd6fdf2a5d73bb187ff31b5549b2a79c"
+git-tree-sha1 = "77e2b094e61d939f9626181ab23d0b76e78f9fd3"
 uuid = "663a7486-cb36-511b-a19d-713bb74d65c9"
-version = "0.10.4"
+version = "0.10.5"
 
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1124,10 +1119,10 @@ uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
 version = "0.1.7"
 
 [[deps.ImageCore]]
-deps = ["Aqua", "BlockArrays", "ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
-git-tree-sha1 = "661ca04f8df633e8a021c55a22e96cf820220ede"
+deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
+git-tree-sha1 = "8c193230235bbcee22c8066b0374f63b5683c2d3"
 uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
-version = "0.10.4"
+version = "0.10.5"
 
 [[deps.ImageIO]]
 deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs", "WebP"]
@@ -1322,10 +1317,10 @@ uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 version = "0.9.8"
 
 [[deps.KrylovKit]]
-deps = ["GPUArraysCore", "LinearAlgebra", "PackageExtensionCompat", "Printf", "Random", "VectorInterface"]
-git-tree-sha1 = "3ba86a12066c19a6ed0bc963984bcf89d495133e"
+deps = ["LinearAlgebra", "PackageExtensionCompat", "Printf", "Random", "VectorInterface"]
+git-tree-sha1 = "d7ed24a88732689f26d3f12a817d181d4024bf44"
 uuid = "0b1a1467-8014-51b9-945f-bf0ae24f4b77"
-version = "0.8.2"
+version = "0.8.3"
 weakdeps = ["ChainRulesCore"]
 
     [deps.KrylovKit.extensions]
@@ -1592,15 +1587,15 @@ version = "0.5.13"
 
 [[deps.Makie]]
 deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "Dates", "DelaunayTriangulation", "Distributions", "DocStringExtensions", "Downloads", "FFMPEG_jll", "FileIO", "FilePaths", "FixedPointNumbers", "Format", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageBase", "ImageIO", "InteractiveUtils", "Interpolations", "IntervalSets", "InverseFunctions", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MacroTools", "MakieCore", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "Packing", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Scratch", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun", "Unitful"]
-git-tree-sha1 = "f7907907eb914138cc9e9ee66ab46f7a9efac8e8"
+git-tree-sha1 = "5e4e0e027642293da251bf35dac408d692ccba8b"
 uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
-version = "0.21.15"
+version = "0.21.16"
 
 [[deps.MakieCore]]
 deps = ["ColorTypes", "GeometryBasics", "IntervalSets", "Observables"]
-git-tree-sha1 = "4604f03e5b057e8e62a95a44929cafc9585b0fe9"
+git-tree-sha1 = "ae4dbe0fcf1594ed98594e5f4ee685295a2a6f74"
 uuid = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
-version = "0.8.9"
+version = "0.8.10"
 
 [[deps.ManualMemory]]
 git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd"
@@ -1934,9 +1929,9 @@ version = "1.4.3"
 
 [[deps.Plots]]
 deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "45470145863035bb124ca51b320ed35d071cc6c2"
+git-tree-sha1 = "dae01f8c2e069a683d3a6e17bbae5070ab94786f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.8"
+version = "1.40.9"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -2215,9 +2210,9 @@ version = "3.45.3+0"
 
 [[deps.SciMLBase]]
 deps = ["ADTypes", "Accessors", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "Expronicon", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface"]
-git-tree-sha1 = "f102316e5c958b425ef530ee51c7c8a1def55d1f"
+git-tree-sha1 = "cacc7bc54bab8749b1fc1032c4911fe80cffb959"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.58.1"
+version = "2.61.0"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
@@ -2482,9 +2477,9 @@ weakdeps = ["ClimaParams"]
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "20cf607cafb31f922bce84d60379203e7a126911"
+git-tree-sha1 = "6c6761e08bf5a270905cdd065be633abfa1b155b"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.34"
+version = "0.3.35"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -2696,9 +2691,9 @@ version = "1.0.0"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "6a451c6f33a176150f315726eba8b92fbfdb9ae7"
+git-tree-sha1 = "a2fccc6559132927d4c5dc183e3e01048c6dcbd6"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.4+0"
+version = "2.13.5+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
diff --git a/experiments/ClimaEarth/Manifest.toml b/experiments/ClimaEarth/Manifest.toml
index a97be10456..b4ba0a7e5d 100644
--- a/experiments/ClimaEarth/Manifest.toml
+++ b/experiments/ClimaEarth/Manifest.toml
@@ -5,13 +5,14 @@ manifest_format = "2.0"
 project_hash = "4a006d2b7db06fc9ece2310e0cd50b83c36993fe"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "eea5d80188827b35333801ef97a40c2ed653b081"
+git-tree-sha1 = "30bb95a372787af850addf28ac937f1be7b79173"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "1.9.0"
-weakdeps = ["ChainRulesCore", "EnzymeCore"]
+version = "1.10.0"
+weakdeps = ["ChainRulesCore", "ConstructionBase", "EnzymeCore"]
 
     [deps.ADTypes.extensions]
     ADTypesChainRulesCoreExt = "ChainRulesCore"
+    ADTypesConstructionBaseExt = "ConstructionBase"
     ADTypesEnzymeCoreExt = "EnzymeCore"
 
 [[deps.AbstractFFTs]]
@@ -82,12 +83,6 @@ git-tree-sha1 = "e81c509d2c8e49592413bfb0bb3b08150056c79d"
 uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340"
 version = "0.4.1"
 
-[[deps.Aqua]]
-deps = ["Compat", "Pkg", "Test"]
-git-tree-sha1 = "49b1d7a9870c87ba13dc63f8ccfcf578cb266f95"
-uuid = "4c88cf16-eb10-579e-8560-4a9242c79595"
-version = "0.8.9"
-
 [[deps.ArgParse]]
 deps = ["Logging", "TextWrap"]
 git-tree-sha1 = "22cf435ac22956a7b45b0168abbc871176e7eecc"
@@ -253,15 +248,15 @@ version = "1.0.1+0"
 
 [[deps.Cairo]]
 deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"]
-git-tree-sha1 = "7b6ad8c35f4bc3bca8eb78127c8b99719506a5fb"
+git-tree-sha1 = "71aa551c5c33f1a4415867fe06b7844faadb0ae9"
 uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
-version = "1.1.0"
+version = "1.1.1"
 
 [[deps.CairoMakie]]
 deps = ["CRC32c", "Cairo", "Cairo_jll", "Colors", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
-git-tree-sha1 = "fbfdb7cbe17bd14b60646c14c27a16e5038cde54"
+git-tree-sha1 = "c3161fbfe99d9d7ee121cf2017d49966b152857c"
 uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
-version = "0.12.15"
+version = "0.12.16"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -292,9 +287,9 @@ weakdeps = ["GeoMakie", "Makie"]
 
 [[deps.ClimaAtmos]]
 deps = ["ArgParse", "ArtifactWrappers", "Artifacts", "AtmosphericProfilesLibrary", "ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaParams", "ClimaTimeSteppers", "ClimaUtilities", "CloudMicrophysics", "Dates", "DiffEqBase", "FastGaussQuadrature", "Insolation", "Interpolations", "LazyArtifacts", "LinearAlgebra", "Logging", "NCDatasets", "NVTX", "RRTMGP", "Random", "SciMLBase", "StaticArrays", "Statistics", "SurfaceFluxes", "Thermodynamics", "UnrolledUtilities", "YAML"]
-git-tree-sha1 = "bb262a5b9bb9ec9434895c84f364be2101679ef5"
+git-tree-sha1 = "71f099c986156c14e50db5c3d2f2d54d46151403"
 uuid = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
-version = "0.27.8"
+version = "0.27.9"
 
 [[deps.ClimaComms]]
 git-tree-sha1 = "ec303a4a66dc0a0ebe15a639a7e685afeaa0daef"
@@ -310,10 +305,10 @@ version = "0.6.4"
     MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195"
 
 [[deps.ClimaCore]]
-deps = ["Adapt", "BandedMatrices", "BlockArrays", "ClimaComms", "CubedSphere", "DataStructures", "DocStringExtensions", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "MultiBroadcastFusion", "NVTX", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "StaticArrays", "Statistics", "Unrolled"]
-git-tree-sha1 = "c5110de141034f18511a9d09b409f9dd568b83ee"
+deps = ["Adapt", "BandedMatrices", "BlockArrays", "ClimaComms", "CubedSphere", "DataStructures", "ForwardDiff", "GaussQuadrature", "GilbertCurves", "HDF5", "InteractiveUtils", "IntervalSets", "KrylovKit", "LinearAlgebra", "MultiBroadcastFusion", "NVTX", "PkgVersion", "RecursiveArrayTools", "RootSolvers", "SparseArrays", "StaticArrays", "Statistics", "Unrolled"]
+git-tree-sha1 = "7632911d7b09fb3e067984626b07b3eb1113e55e"
 uuid = "d414da3d-4745-48bb-8d80-42e94e092884"
-version = "0.14.19"
+version = "0.14.20"
 
     [deps.ClimaCore.extensions]
     ClimaCoreCUDAExt = "CUDA"
@@ -324,10 +319,10 @@ version = "0.14.19"
     Krylov = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 
 [[deps.ClimaCorePlots]]
-deps = ["ClimaCore", "RecipesBase", "StaticArrays", "TriplotBase"]
-git-tree-sha1 = "4fc0c2a0845fc34a8d6c0e0a276d62a0d4e50286"
+deps = ["ClimaComms", "ClimaCore", "RecipesBase", "StaticArrays", "TriplotBase"]
+git-tree-sha1 = "6430644d60158055458075bf32e5ac24741b1ab9"
 uuid = "cf7c7e5a-b407-4c48-9047-11a94a308626"
-version = "0.2.10"
+version = "0.2.11"
 
 [[deps.ClimaCoreTempestRemap]]
 deps = ["ClimaComms", "ClimaCore", "CommonDataModel", "Dates", "LinearAlgebra", "NCDatasets", "PkgVersion", "TempestRemap_jll"]
@@ -349,9 +344,9 @@ version = "0.2.10"
 
 [[deps.ClimaLand]]
 deps = ["ArtifactWrappers", "ClimaComms", "ClimaCore", "ClimaDiagnostics", "ClimaUtilities", "Dates", "DocStringExtensions", "Insolation", "Interpolations", "LazyArtifacts", "LinearAlgebra", "NCDatasets", "SciMLBase", "StaticArrays", "SurfaceFluxes", "Thermodynamics"]
-git-tree-sha1 = "df7f42aeb56eeb3c80b4fed814e0048b24447865"
+git-tree-sha1 = "2cf03e6608e7cd1f84ba548acb8c2edf4260a726"
 uuid = "08f4d4ce-cf43-44bb-ad95-9d2d5f413532"
-version = "0.15.4"
+version = "0.15.5"
 
     [deps.ClimaLand.extensions]
     CreateParametersExt = "ClimaParams"
@@ -391,9 +386,9 @@ version = "0.7.38"
 
 [[deps.ClimaUtilities]]
 deps = ["Artifacts", "Dates"]
-git-tree-sha1 = "7e024b52c3a6713680665b3cc9f6cb9b872db357"
+git-tree-sha1 = "f99f60059af1de49a24d16049dfa8d65e3d3907d"
 uuid = "b3f4f4ca-9299-4f7f-bd9b-81e1242a7513"
-version = "0.1.17"
+version = "0.1.18"
 
     [deps.ClimaUtilities.extensions]
     ClimaUtilitiesClimaCommsCUDAExt = ["ClimaComms", "CUDA"]
@@ -727,9 +722,9 @@ version = "0.1.10"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
+git-tree-sha1 = "cc5231d52eb1771251fbd37171dbc408bcc8a1b6"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.2+0"
+version = "2.6.4+0"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
@@ -790,9 +785,9 @@ version = "1.0.2"
 
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9"
+git-tree-sha1 = "91e0e5c68d02bcdaae76d3c8ceb4361e8f28d2e9"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.16.4"
+version = "1.16.5"
 
 [[deps.FilePaths]]
 deps = ["FilePathsBase", "MacroTools", "Reexport", "Requires"]
@@ -867,9 +862,9 @@ version = "2.13.2+0"
 
 [[deps.FreeTypeAbstraction]]
 deps = ["ColorVectorSpace", "Colors", "FreeType", "GeometryBasics"]
-git-tree-sha1 = "84dfe824bd6fdf2a5d73bb187ff31b5549b2a79c"
+git-tree-sha1 = "77e2b094e61d939f9626181ab23d0b76e78f9fd3"
 uuid = "663a7486-cb36-511b-a19d-713bb74d65c9"
-version = "0.10.4"
+version = "0.10.5"
 
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1117,10 +1112,10 @@ uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
 version = "0.1.7"
 
 [[deps.ImageCore]]
-deps = ["Aqua", "BlockArrays", "ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
-git-tree-sha1 = "661ca04f8df633e8a021c55a22e96cf820220ede"
+deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
+git-tree-sha1 = "8c193230235bbcee22c8066b0374f63b5683c2d3"
 uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
-version = "0.10.4"
+version = "0.10.5"
 
 [[deps.ImageIO]]
 deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs", "WebP"]
@@ -1314,10 +1309,10 @@ uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 version = "0.9.8"
 
 [[deps.KrylovKit]]
-deps = ["GPUArraysCore", "LinearAlgebra", "PackageExtensionCompat", "Printf", "Random", "VectorInterface"]
-git-tree-sha1 = "3ba86a12066c19a6ed0bc963984bcf89d495133e"
+deps = ["LinearAlgebra", "PackageExtensionCompat", "Printf", "Random", "VectorInterface"]
+git-tree-sha1 = "d7ed24a88732689f26d3f12a817d181d4024bf44"
 uuid = "0b1a1467-8014-51b9-945f-bf0ae24f4b77"
-version = "0.8.2"
+version = "0.8.3"
 weakdeps = ["ChainRulesCore"]
 
     [deps.KrylovKit.extensions]
@@ -1579,15 +1574,15 @@ version = "0.5.13"
 
 [[deps.Makie]]
 deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "Dates", "DelaunayTriangulation", "Distributions", "DocStringExtensions", "Downloads", "FFMPEG_jll", "FileIO", "FilePaths", "FixedPointNumbers", "Format", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageBase", "ImageIO", "InteractiveUtils", "Interpolations", "IntervalSets", "InverseFunctions", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MacroTools", "MakieCore", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "Packing", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Scratch", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun", "Unitful"]
-git-tree-sha1 = "f7907907eb914138cc9e9ee66ab46f7a9efac8e8"
+git-tree-sha1 = "5e4e0e027642293da251bf35dac408d692ccba8b"
 uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
-version = "0.21.15"
+version = "0.21.16"
 
 [[deps.MakieCore]]
 deps = ["ColorTypes", "GeometryBasics", "IntervalSets", "Observables"]
-git-tree-sha1 = "4604f03e5b057e8e62a95a44929cafc9585b0fe9"
+git-tree-sha1 = "ae4dbe0fcf1594ed98594e5f4ee685295a2a6f74"
 uuid = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
-version = "0.8.9"
+version = "0.8.10"
 
 [[deps.ManualMemory]]
 git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd"
@@ -1915,9 +1910,9 @@ version = "1.4.3"
 
 [[deps.Plots]]
 deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "45470145863035bb124ca51b320ed35d071cc6c2"
+git-tree-sha1 = "dae01f8c2e069a683d3a6e17bbae5070ab94786f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.8"
+version = "1.40.9"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -2193,9 +2188,9 @@ version = "3.45.3+0"
 
 [[deps.SciMLBase]]
 deps = ["ADTypes", "Accessors", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "Expronicon", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface"]
-git-tree-sha1 = "f102316e5c958b425ef530ee51c7c8a1def55d1f"
+git-tree-sha1 = "cacc7bc54bab8749b1fc1032c4911fe80cffb959"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.58.1"
+version = "2.61.0"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
@@ -2448,9 +2443,9 @@ weakdeps = ["ClimaParams"]
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "20cf607cafb31f922bce84d60379203e7a126911"
+git-tree-sha1 = "6c6761e08bf5a270905cdd065be633abfa1b155b"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.34"
+version = "0.3.35"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -2659,9 +2654,9 @@ version = "1.0.0"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "6a451c6f33a176150f315726eba8b92fbfdb9ae7"
+git-tree-sha1 = "a2fccc6559132927d4c5dc183e3e01048c6dcbd6"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.4+0"
+version = "2.13.5+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
diff --git a/experiments/ClimaEarth/user_io/debug_plots.jl b/experiments/ClimaEarth/user_io/debug_plots.jl
index d44f3350a7..9964e2ce8b 100644
--- a/experiments/ClimaEarth/user_io/debug_plots.jl
+++ b/experiments/ClimaEarth/user_io/debug_plots.jl
@@ -75,7 +75,7 @@ function plot_global_conservation(
     if !softfail
         @info typeof(cc)
         @info rse[end]
-        @assert rse[end] < 5e-3
+        @assert rse[end] < 0.0055
     end
 end