Publications

821 results for Foundation Models

Extracting Electrolyte Design from Interpretable Data-Driven Methods
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2025
- ACS Spring 2025
Open-source large-scale foundation model for chemistry
- - Eduardo Almeida Soares
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ACS Spring 2025
GMO-Mat: A foundation model-based generative multi-objective optimization framework for materials discovery
- - Carlos Raoni De Alencar Mendes
  - Leonardo Noia Nanci de Araujo Silva
  - 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
Modeling electron density grids using a 3D VQ-GAN approach
- - Dmitry Zubarev
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ACS Spring 2025
Study planning assistant: Supporting material discovery with agentic workflows
- - Viviane T. Silva
  - Renato Fontoura de Gusmao Cerqueira
  - et al.
- 2025
- ACS Spring 2025
Lossy Neural Compression for Geospatial Analytics: A Review
- - Carlos Miguel Pina Vaz Gomes
  - Isabelle Wittmann
  - et al.
- 2025
- Ieee Geoscience And Remote Sensing Magazine
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
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers
- - Bharat Runwal
  - Tejaswini Pedapati
  - et al.
- 2025
- AAAI 2025