Generative AI and Multi-Agent Systems for Polymer DesignNathaniel ParkTiffany Callahanet al.2025ACS Spring 2025
Extracting Electrolyte Design from Interpretable Data-Driven MethodsVidushi SharmaMaxwell Giammonaet al.2025ACS Spring 2025
Mol-Moe: A multi-view mixture-of-experts framework for molecular property prediction with SMILES, SELFIES, and graph representationsVictor Yukio ShirasunaEmilio 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
Constructing an open database of barrier heights for diverse elementary organic reactionsDerek AhnemanBrandi Ransom2025ACS Spring 2025
Study planning assistant: Supporting material discovery with agentic workflowsViviane T. SilvaRenato Fontoura de Gusmao Cerqueiraet al.2025ACS Spring 2025
Uncertainty Analysis of Molecular Quantum Properties Prediction Using Chemical Foundation ModelsSiya KundeEmilio Ashton Vital Brazilet al.2025ACS Spring 2025
Foundation models for materials discovery – current state and future directionsEdward Pyzer-knappMatteo Manicaet al.2025npj Computational Materials
LionHeart: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing TilesCorey Liam LammieYuxuan Wanget al.2025IEEE TETC
Preparing Good Data for Generative AI: Challenges and Approaches (Good-Data)David VazquezLaure Berti-equilleet al.2025AAAI 2025