Multimodal foundation model for aligning smiles representations with DFT electron density gridsEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2025ACS Spring 2025
Modeling electron density grids using a 3D VQ-GAN approachDmitry ZubarevEmilio Ashton Vital Brazilet 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
Agentic Mixture-of-Workflows for Multi-Modal Chemical SearchTiffany CallahanNathaniel Parket al.2025arXiv
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