Modeling electron density grids using a 3D VQ-GAN approachDmitry ZubarevEmilio Ashton Vital Brazilet al.2025ACS Spring 2025
Multimodal foundation model for aligning smiles representations with DFT electron density gridsEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2025ACS Spring 2025
Integrating Molecular Dynamics Simulations and Machine Learning to Uncover Important Determinants of protein-protein InteractionsTiffany CallahanKevin Chenget al.2025ACS Spring 2025
A MACHINE LEARNING APPROACH FOR IDENTIFYING DETERMINANTS OF WNT PROTEIN-PROTEIN INTERACTIONSTiffany CallahanKevin Chenget al.2025BPS 2025
Foundation Models and Multi-Agent Systems for Polymer and Catalyst DesignNathaniel ParkTiffany Callahanet al.2024MRS Fall Meeting 2024
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials DesignNathaniel ParkTiffany Callahanet al.2024arXiv
MoLMamba: A Large State-Space-based Foundation Model for ChemistryEduardo Almeida SoaresVictor Shirasunaet al.2024ACS Fall 2024