Publications

620 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
Workshop paper
Geospatial Chain of Thought Reasoning for Enhanced Visual Question Answering on Satellite Imagery
- - Shambhavi Shanker
  - Manikandan Padmanaban
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
A Self-Supervised Framework for Robust Multi-Modal Molecular Representation Learning
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
A Synthetic Data Generation Framework with Chain-of-Thought Reasoning
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2025
- MRS Fall Meeting 2025
Conference paper
Leveraging Large Language Models for Suitability Assessment of Electrolytes for Rechargeable Batteries
- - Sina Asuka Klampt
  - Seiji Takeda
  - et al.
- 2025
- MRS Fall Meeting 2025
Conference paper
AI for Advanced Materials in Integration and Packaging
- - Jed Pitera
  - Eric A. Joseph
  - et al.
- 2025
- MRS Fall Meeting 2025
Invited talk
Interpretable Molecular Modeling via LLM Agents with Chain-of-Thought Reasoning
- - Seiji Takeda
  - Indra Priyadarsini S
  - et al.
- 2025
- MRS Fall Meeting 2025
Talk
How to build machine learning models able to extrapolate from standard to modified peptides
- - Raúl Fernández Díaz
  - Rodrigo Ochoa
  - et al.
- 2025
- Journal of Cheminformatics
Paper
Robust Pre-Training of Time-Series Foundation Models
- - Takayuki Katsuki
  - Tomoya Sakai
  - et al.
- 2025
- IBISML 2025
Poster
Early Classification method with Time-series Foundation Models
- - Shingo Higashiguchi
  - Takayuki Katsuki
  - et al.
- 2025
- IBISML 2025
Poster