Publications

12 results for Max Giammona

Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- - Vidushi Sharma
  - Andy Tek
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Extracting Electrolyte Design from Interpretable Data-Driven Methods
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2025
- ACS Spring 2025
Talk
Quantum Computer-Enhanced Surface Reaction Simulations for Battery Materials through Sample-Based Quantum Diagonalization and Local Embedding
- - Marco Antonio Guimaraes Auad Barroca
  - Rodrigo Neumann Barros Ferreira
  - et al.
- 2025
- APS Global Physics Summit 2025
Talk
KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery
- - Shinnosuke Tanaka
  - James Barry
  - et al.
- 2024
- IJCAI 2024
Demo paper
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2023
- J. Chem. Inf. Model.
Paper
Understanding the role of mass transport and lithium interphase design in enabling conversion batteries
- - Murtaza Zohair
  - Maxwell Giammona
  - et al.
- 2023
- ACS Fall 2023
Talk
AI-directed discovery of high entropy electrolyte formulations for batteries using interhalogen cathodes and lithium metal anodes
- - Maxwell Giammona
  - Vidushi Sharma
  - et al.
- 2023
- ACS Fall 2023
Talk
Accelerated Electrolyte Discovery using Data Driven Approach
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2023
- ACS Fall 2023
Poster
Going beyond High Throughput Screening towards AI in Accelerated Electrolyte Discovery
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2022
- MRS Fall Meeting 2022
Conference paper
Transfer Learning Enabled Deep Learning Model for the Prediction of Battery Performance from Electrolyte Formulations
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2022
- ECS Meeting 2022
Talk