Max Giammona

Publications

• KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery

  • • Shinnosuke Tanaka
    • James Barry
    • et al.
  • 2024
  • IJCAI 2024

• Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance

  • • Vidushi Sharma
    • Maxwell Giammona
    • et al.
  • 2023
  • J. Chem. Inf. Model.

• Understanding the role of mass transport and lithium interphase design in enabling conversion batteries

  • • Murtaza Zohair
    • Maxwell Giammona
    • et al.
  • 2023
  • ACS Fall 2023

• Accelerated Electrolyte Discovery using Data Driven Approach

  • • Vidushi Sharma
    • Maxwell Giammona
    • et al.
  • 2023
  • ACS Fall 2023

• 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

• Going beyond High Throughput Screening towards AI in Accelerated Electrolyte Discovery

  • • Vidushi Sharma
    • Maxwell Giammona
    • et al.
  • 2022
  • MRS Fall Meeting 2022

• 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

• Oxidizing gas enhancement of lithium-iodine batteries: Towards practical iodine cathodes and viable lithium metal protection strategies

  • • Maxwell Giammona
    • Linda Sundberg
    • et al.
  • 2022
  • ACS Fall 2022

• Accelerated Materials Discovery for Sustainable Energy Storage

  • • Dmitry Zubarev
    • Maxwell Giammona
    • et al.
  • 2022
  • MRS Spring Meeting 2022