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Comparative Study of Open-source LLMs for text classification and knowledge extraction in the Material Discovery DomainViviane T. SilvaAnaximandro Souzaet al.2025ACS Spring 2025
Novel LLM-powered assistant facilitating data visualization in research and educationTim ErdmannHolt Buiet 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
Study planning assistant: Supporting material discovery with agentic workflowsViviane T. SilvaRenato Fontoura de Gusmao Cerqueiraet al.2025ACS Spring 2025
Constructing an open database of barrier heights for diverse elementary organic reactionsDerek AhnemanBrandi Ransom2025ACS 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