Skip to content
View samuelhoover's full-sized avatar
🦧
🦧

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 starting Fall 2024!
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 former 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.

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]
  • Helper script for the senior lab course I have TA'ed [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 sklearn PyTorch Matplotlib Docker LaTeX NeoVim

Pinned Loading

  1. chan-ml chan-ml Public

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

    Python

  2. spinodal-decomposition spinodal-decomposition Public

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

    Python 2

  3. peer-critiques-anonymizer peer-critiques-anonymizer Public

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

    Python

  4. gromacs-tutorials gromacs-tutorials Public

    GROMACS tutorials and exercises.

    Python