Publications

591 results for Accelerated Discovery

Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- - Vidushi Sharma
  - Andy Tek
  - et al.
- 2025
- NeurIPS 2025
Pareto-Guided Reinforcement Learning for Multi-Objective ADMET Optimization in Generative Drug Design
- - Hoang-my Nguyen
  - Nguyet Hang Vu
  - et al.
- 2025
- NeurIPS 2025
Generating Stable Materials with Large Language Model Reasoning and Reinforcement Learning
- - Zhang-Wei Hong
  - Nofit Segal
  - et al.
- 2025
- NeurIPS 2025
Accelerating Material Discovery for Metal Organic Frameworks using Large Language Models
- - Sultan Alrowili
  - Mathan Kumar Eswaran
  - et al.
- 2025
- NeurIPS 2025
Language Model Enabled Structure Prediction from Infrared Spectra of Mixtures
- - Marvin Alberts
  - Filippo Ficarra
  - et al.
- 2025
- NeurIPS 2025
A Self-Supervised Framework for Robust Multi-Modal Molecular Representation Learning
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2025
- NeurIPS 2025
Automated Structure Elucidation at Human-Level Accuracy via a Multimodal Multitask Language Model
- - Marvin Alberts
  - Nina Hartrampf
  - et al.
- 2025
- NeurIPS 2025
Leveraging Large Language Models for Suitability Assessment of Electrolytes for Rechargeable Batteries
- - Sina Asuka Klampt
  - Seiji Takeda
  - et al.
- 2025
- MRS Fall Meeting 2025
A Synthetic Data Generation Framework with Chain-of-Thought Reasoning
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2025
- MRS Fall Meeting 2025
AI for Advanced Materials in Integration and Packaging
- - Jed Pitera
  - Eric A. Joseph
  - et al.
- 2025
- MRS Fall Meeting 2025