Publications

632 results for Accelerated Discovery

Comparative Study of Open-source LLMs for text classification and knowledge extraction in the Material Discovery Domain
- - Viviane T. Silva
  - Anaximandro Souza
  - et al.
- 2025
- ACS Spring 2025
Talk
Uncertainty Characterization of Foundation Models for Reliable Applications in Materials and Chemistry
- - Emilio Ashton Vital Brazil
  - Priscilla Barreira Avegliano
  - et al.
- 2025
- ACS Spring 2025
Talk
Heterogeneous Multitask Learning Across the Chemical Space
- - Thiago Reschutzegger
  - Yann Amado
  - et al.
- 2025
- ACS Spring 2025
Talk
Mitigating AI ethical issues in scientific process by supporting knowledge triangulation and AI limitation awareness
- - Juliana Jansen Ferreira
  - Vinicius Segura
  - et al.
- 2025
- ACS Spring 2025
Talk
Extracting Electrolyte Design from Interpretable Data-Driven Methods
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2025
- ACS Spring 2025
Talk
ChemChat | Democratizing Access to Domain-Specific AI/ML through LLM-powered Conversa-tional Assistants
- - Tim Erdmann
  - Stefan Zecevic
  - et al.
- 2025
- ACS Spring 2025
Talk
PFACTS: Faster solutions for forever chemicals
- - Dan Sanders
  - Brandi Ransom
  - et al.
- 2025
- ACS Spring 2025
Talk
Study planning assistant: Supporting material discovery with agentic workflows
- - Viviane T. Silva
  - Renato Fontoura de Gusmao Cerqueira
  - et al.
- 2025
- ACS Spring 2025
Poster
Uncertainty Analysis of Molecular Quantum Properties Prediction Using Chemical Foundation Models
- - Siya Kunde
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ACS Spring 2025
Poster
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
Poster