Andy Tek

Publications

• Safer materials advisor: Identification and characterization of materials of concerns

  • • Viviane T. Silva
    • Kristin Schmidt
    • et al.
  • 2026
  • ACS Spring 2026

  Poster

• Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices

  • • Vidushi Sharma
    • Andy Tek
    • et al.
  • 2025
  • NeurIPS 2025

  Workshop paper

• Chemical foundation model-guided design of high ionic conductivity electrolyte formulations

  • • Murtaza Zohair
    • Vidushi Sharma
    • et al.
  • 2025
  • npj Computational Materials

  Paper

• Extracting Electrolyte Design from Interpretable Data-Driven Methods

  • • Vidushi Sharma
    • Maxwell Giammona
    • et al.
  • 2025
  • ACS Spring 2025

  Talk

• Improving electrolyte performance for target cathode loading using an interpretable data-driven approach

  • • Vidushi Sharma
    • Andy Tek
    • et al.
  • 2025
  • Cell Reports Physical Science

  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

• Oxygen Assisted Lithium-Iodine Batteries: Towards Practical Iodine Cathodes and Viable Lithium Metal Protection Strategies

  • • Maxwell J. Giammona
    • Jangwoo Kim
    • et al.
  • 2023
  • Advanced Materials Interfaces

  Paper