Skip to content
View samuelhoover's full-sized avatar
🦧
🦧
3 followers · 9 following

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

Block or report samuelhoover

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
samuelhoover/README.md

Actively looking for full-time opportunities in Vancouver, BC, CA starting ASAP!
Check out my personal webpage for more details about my experience and skills.

I am a recent Chemical Engineering Ph.D. graduate from UMass Amherst and PPG Fellow. I use a variety of computational and analytical methods to study the phase behavior and self-assembly of synthetic and biological systems in the Muthukumar Group. I have 6 years of hands-on experience in computational chemistry, computational biology, building machine and deep learning models, and developing scientific software tools.

Selected projects:

  • Theory for pH-responsive polyzwitterion-polyelectrolyte complexation [Ref]
  • 3D convolutional neural networks to predict adsorption properties in nanoporous materials [Ref]
  • Spinodal decomposition via the Cahn-Hilliard equation [repo]
  • Automation script for the senior lab course I have TA'ed, saved 8 hours over the course of the semester [repo]
  • N-dimensional free energy minimization script [repo]

Projects in the pipeline:

  • Explainable machine learning to study how monomer sequence impacts microphase behavior [in preparation]
  • Atomistic, explicit solvent simulation to validate findings from Chen, S. & Wang, Z.-G. PNAS 2022

Languages and Tools:

Python C shell script NumPy Pandas scikit-learn PyTorch Matplotlib Docker LaTeX NeoVim

Pinned Loading

  1. resume-builder resume-builder Public

    Forked from koek67/resume-builder

    Create a clean, easy to read resume in pure Python.

    Python

  2. spinodal-decomposition spinodal-decomposition Public

    Python code to model spinodal decomposition using the Cahn-Hilliard equation.

    Python 2

  3. free-energy-minimization free-energy-minimization Public

    N-dimensional free energy minimization script written in Python.

    Python

  4. chan-ml chan-ml Public

    Using neural networks to predict Henry's constant from zeolite chemistry and channel descriptors.

    Python

  5. peer-critiques-anonymizer peer-critiques-anonymizer Public

    Automatically anonymize, aggregate, and distribute peer critiques for ChE 401/402 (senior lab).

    Python