Publications

1593 results for Machine Learning

Natural Language-Driven Virtual Screening: Enhancing Drug Discovery with LLMs and Biomedical Foundation Models
- - Tim Erdmann
  - Holt Bui
  - et al.
- 2025
- ACS Spring 2025
ML-Guided Engineering to Enhance Cell-Organelle Capacity for Multi-Enzyme Pathway Compartmentalization
- - Jie Shi
  - Jordan Baker
  - et al.
- 2025
- ACS Spring 2025
PFACTS: Faster solutions for forever chemicals
- - Dan Sanders
  - Brandi Ransom
  - et al.
- 2025
- ACS Spring 2025
Extracting Electrolyte Design from Interpretable Data-Driven Methods
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2025
- ACS Spring 2025
ChemChat | Democratizing Access to Domain-Specific AI/ML through LLM-powered Conversa-tional Assistants
- - Tim Erdmann
  - Stefan Zecevic
  - et al.
- 2025
- ACS Spring 2025
Uncertainty Analysis of Molecular Quantum Properties Prediction Using Chemical Foundation Models
- - Siya Kunde
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ACS Spring 2025
Integrating Molecular Dynamics Simulations and Machine Learning to Uncover Important Determinants of protein-protein Interactions
- - Tiffany Callahan
  - Kevin Cheng
  - et al.
- 2025
- ACS Spring 2025
Constructing an open database of barrier heights for diverse elementary organic reactions
- - Derek Ahneman
  - Brandi Ransom
- 2025
- ACS Spring 2025
Foundation models for materials discovery – current state and future directions
- - Edward O. Pyzer-Knapp
  - Matteo Manica
  - et al.
- 2025
- npj Computational Materials
Preparing Good Data for Generative AI: Challenges and Approaches (Good-Data)
- - David Vazquez
  - Laure Berti-equille
  - et al.
- 2025
- AAAI 2025