GMO-Mat: A foundation model-based generative multi-objective optimization framework for materials discoveryCarlos Raoni De Alencar MendesLeonardo Noia Nanci de Araujo Silvaet 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
ML-Guided Engineering to Enhance Cell-Organelle Capacity for Multi-Enzyme Pathway CompartmentalizationJie ShiJordan Bakeret al.2025ACS 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
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
Control of a Gel-forming Chemical Reaction Network Using Light-triggered Proton PumpsJacqueline Figueiredo da SilvaArdeshir Roshanasanet al.2025Langmuir
Polymeric Giant Unilamellar Vesicles Support Longevity of Native Nuclei in ProtocellsLukas HeubergerArianna Balestriet al.2025Small Sci.
Extended Hubbard modelling of metal-organic-frameworksPamela Costa CarvalhoFederico Zipoliet al.2025APS Global Physics Summit 2025