Presentations

Research Talks | Technical Presentations | Workshops

Upcoming talks & Workshops

Invited talks in the past

  • Invited Talk at the mini-series on machine learning for battery aging and safety on BMWS. June 14, 2022

  • Invited Talk at Georgia Tech, School of Mechanical Engineering. March 9, 2022

  • Invited Talk at Northeastern University, Department of Mechanical & Industrial Engineering. March 1, 2022

  • Invited Talk at UT Austin, Department of Mechanical Engineering. February 16, 2022

  • Invited talk at Boston University, Mechanical Engineering and Electrical & Computer Engineering. February 1, 2022

  • Invited Talk at U of Houston, Distinguished Mechanical Engineering Seminar. January 27, 2022

  • Invited Talk at Univ. of Wisconsin - Madison, Dept of Mechanical Engineering. January 10, 2022

  • Worcester Polytechnic Institute ME Graduate Seminar. December 1, 2021
    Tit
    le: Intelligent Data-Physics Integration for Characterizing Electro-Chemo-Mechanical Systems

  • Automotive CAE Grand Challenge. October 19, 2021
    Title: "Safety-Focused Characterization of Lithium-ion Batteries: From Micro Testing to Macro Modeling"

  • Applied Energy Symposium MIT A+B. August 11-13, 2021
    Title: "Mechanical Safety of Li-ion Batteries: Physics-Based Models, Data-Driven Approaches, and Their Intelligent Combination"

  • Automotive Battery Safety Conference. May 28, 2020
    Title: "Decoupled Modeling of the Mechanics and Electrochemistry of Batteries"

Workshops

  • Steering Meeting of the MIT Industrial Battery Consortium. June 30, 2022

  • Steering Meeting of the MIT Industrial Battery Consortium. November 9 & 10, 2021

Part 1. Wei Li's talk on PINN

Part 2. Hongbo Zhao's talk on learning physics

Part 3. Steve Kench's talk on 2D-3D data transition

Part 4. Panel discussion

  • Annual Review Meeting of MIT Industrial Battery Consortium, November 2020

  • Interim Meeting of MIT Industrial Battery Consortium, June 2020

  • Annual Review Meeting of MIT Battery Modeling Consortium & Kick-off Meeting of MIT Industrial Battery Consortium, November 2019

  • Symporsium of Impact Mechanics and Crash Protection, October 2017

Other Presentations

  • 2020 Virtual MRS Spring/Fall Meeting & Exhibit, November 2020
    "Physics-Guided Machine Learning Model of Li-ion Battery Systems Involving Multiple Scales, Physics, and Phases"

  • The 57th Annual Technical Meeting of the Society of Engineering Science, Virtual Meeting, 2020
    "Characterization of the Large-Deformation Plasticity of Pure Lithium Foils"

  • The 56th Annual Technical Meeting of the Society of Engineering Science, Washington University, St. Louis, MO, 2019
    "Mechanism of strengthening of battery resistance under dynamic loading"

  • ASME International Mechanical Engineering Congress & Exposition, Pittsburgh, PA, 2018
    "Recent progress of mechanical modeling program of lithium-ion batteries at ICL-MIT"

  • 18th U.S. National Congress fro Theoretical and Applied Mechanics, Chicago, 2018
    "Modeling the granular/metal multi-layered structure of lithium-ion batteries"

  • ASME International Mechanical Engineering Congress & Exposition, Tampa, FL, 2017
    "Failure in lithium-ion batteries under transverse indentation loading"

  • The 54th Annual Technical Meeting of the Society of Engineering Science, Northeastern University, Boston, MA, 2017
    "Stretch-induced Wrinkling of a Highly orthotropic thin film"

  • ASME International Mechanical Engineering Congress & Exposition, Phoenix, AZ, 2016
    "Deformation and Failure Mechanisms of 18650 Battery Cells under Axial Compression"