Machine Learning Fundamentals
Comparison of standard 3D CNN versus 3D Steerable CNN for handling rotational symmetry

3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data

Weiler et al.'s NeurIPS 2018 paper introducing SE(3)-equivariant CNNs for volumetric data using group theory and …...

Computational Chemistry

IMG2SMI: Translating Molecular Structure Images to SMILES

Campos & Ji's method for converting 2D molecular images to SMILES strings using Transformers and SELFIES representation....

Creative Work

Rubik's Cube Player - Drexel Music Hackathon 2017

A hackathon project that converts Rubik's cube faces into music, creating more harmonious sounds as the cube becomes …