Jonathan Shan

Jonathan Shan Email and Phone Number

ML/DFT Research Assistant @ University of Toronto | Stanford | MIT | Materials Science and Engineering | @ University of California, Berkeley
Jonathan Shan's Location
Toronto, Ontario, Canada, Canada
About Jonathan Shan

I'm a Materials Science and Engineering graduate from the University of Toronto, specializing in the intersection of Density Functional Theory (DFT)/first principle calculations and machine learning to tackle complex material science challenges. My research, spanning four years, focuses on catalytic structure optimization for sustainable energy, utilizing DFT simulations and machine learning for accelerated discovery. I also have experience simulating other materials systems such as High Entropy Alloys (HEA), Metal-Organic Frameworks (MOF), and Transition Metal Dichalcogenide (TMD) bilayers. I'm keen to connect with peers and professionals who are passionate about leveraging computational approaches for material innovation. Let’s explore collaborative opportunities to advance the field of materials science.

Jonathan Shan's Current Company Details
University of California, Berkeley

University Of California, Berkeley

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ML/DFT Research Assistant @ University of Toronto | Stanford | MIT | Materials Science and Engineering |
Jonathan Shan Work Experience Details
  • University Of California, Berkeley
    Research Affiliate
    University Of California, Berkeley Oct 2024 - Present
    Berkeley, California, United States
    Under the supervision of Professor Kristin Persson at UC Berkeley, I am developing and utilizing a graph convolutional network framework to predict reaction pathways and intermediates in Li-ion electrolytes at the cathode-anode interface. This work aims to streamline and significantly lower computational costs for battery design by reducing the number of chemical reactions required for consideration. By enabling efficient identification of promising reactions, this approach has the potential extend to optimize other complex chemical systems
  • University Of Toronto
    Research Assistant
    University Of Toronto Aug 2024 - Present
    Toronto, Ontario, Canada
    Post-baccalaureate research assistant at the Aspuru-Guzik Group (Matter Lab) at the University of Toronto. Working on High entropy SAC’s modeling + ML integration
  • Stanford University
    Undergraduate Research Assistant
    Stanford University May 2023 - Oct 2023
    Undergraduate researcher under the supervision of Professor Felipe Jornada, working on investigating the effect of moiré structures on excitons in transition metal dichalcogenide bilayers.
  • Massachusetts Institute Of Technology
    Undergraduate Student Researcher
    Massachusetts Institute Of Technology Aug 2022 - Jun 2023
    Undergraduate research student of the Learning Matter Lab at MIT. Helping to accelerate metal oxide catalyst designs for the Oxygen Evolution Reaction using ML.
  • University Of Cambridge
    Undergraduate Research Fellow
    University Of Cambridge Feb 2023 - May 2023
    Undergraduate Researcher at the Monserrat Lab. Working on assisting the development of a graph based machine learning model to predict hydrogen capture capabilities of metal-organic frameworks (MOF’s).
  • University Of Toronto
    Undergraduate Research Fellow
    University Of Toronto May 2022 - Jan 2023
    Toronto, Ontario, Canada
    Undergraduate Research Fellow at the Aspuru-Guzik Group (Matter Lab) at the University of Toronto. Helped investigate spinel oxide catalysts' facet dependencies on the catalytic performance of Oxygen Revolution Reaction, using DFT and Machine Learning.
  • University Of Toronto
    Undergraduate Research Fellow
    University Of Toronto Mar 2021 - Dec 2022
    Toronto, Ontario, Canada
    Undergraduate research fellow in the Computation Materials (CME) Lab at the University of Toronto. Independent research project discovering single metal atom catalysts using Density Functional Theory and Machine Learning.
  • Materials Science & Engineering - University Of Toronto
    Mentorship Director
    Materials Science & Engineering - University Of Toronto Aug 2021 - May 2022
    Toronto, Ontario, Canada
    helped implement an unprecedented mentorship program for 2T6 MSE students. This program will be embedded within the MSE curriculum and benefit first year students for many years to come.
  • Apple
    Specialist Intern
    Apple May 2021 - Aug 2021
    Suzhou, Jiangsu, China
    Specialist Intern at Apple, suzhou.
  • National Tsing Hua University
    Laboratory Intern/ Research Assistant
    National Tsing Hua University May 2020 - Sep 2020
    Hsinchu City, Taiwan, Taiwan
    Co-authored a DFT studies paper on Hydrogen Activation on Single Atom Catalysts (SACs) using VASP and DFT calculations.
  • Jbao Tech
    Research Intern
    Jbao Tech May 2019 - Sep 2020
    Suzhou, Jiangsu, China
    Conducted various experiments regarding copper plating of solar cell wafers

Jonathan Shan Education Details

Frequently Asked Questions about Jonathan Shan

What company does Jonathan Shan work for?

Jonathan Shan works for University Of California, Berkeley

What is Jonathan Shan's role at the current company?

Jonathan Shan's current role is ML/DFT Research Assistant @ University of Toronto | Stanford | MIT | Materials Science and Engineering |.

What schools did Jonathan Shan attend?

Jonathan Shan attended University Of Toronto, Stanford University.

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