Natural Language-Driven Virtual Screening: Enhancing Drug Discovery with LLMs and Biomedical Foundation ModelsTim ErdmannHolt Buiet al.2025ACS Spring 2025
Uncertainty Characterization of Foundation Models for Reliable Applications in Materials and ChemistryEmilio Ashton Vital BrazilPriscilla Barreira Aveglianoet al.2025ACS Spring 2025
Heterogeneous Multitask Learning Across the Chemical SpaceThiago ReschutzeggerYann Amadoet al.2025ACS Spring 2025
Generative AI and Multi-Agent Systems for Polymer DesignNathaniel ParkTiffany Callahanet al.2025ACS Spring 2025
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
Mitigating AI ethical issues in scientific process by supporting knowledge triangulation and AI limitation awarenessJuliana Jansen FerreiraVinicius Seguraet al.2025ACS Spring 2025
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
Aliphatic Polycarbonates: From Functional Platform Materials to Foundation ModelsNathaniel ParkJames Hedrick2025ACS Spring 2025
Comparative Study of Open-source LLMs for text classification and knowledge extraction in the Material Discovery DomainViviane T. SilvaAnaximandro Souzaet al.2025ACS Spring 2025