Jonathan Shan Email and Phone Number
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.
University Of California, Berkeley
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Research AffiliateUniversity Of California, Berkeley Oct 2024 - PresentBerkeley, California, United StatesUnder 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 -
Research AssistantUniversity Of Toronto Aug 2024 - PresentToronto, Ontario, CanadaPost-baccalaureate research assistant at the Aspuru-Guzik Group (Matter Lab) at the University of Toronto. Working on High entropy SAC’s modeling + ML integration -
Undergraduate Research AssistantStanford University May 2023 - Oct 2023Undergraduate researcher under the supervision of Professor Felipe Jornada, working on investigating the effect of moiré structures on excitons in transition metal dichalcogenide bilayers. -
Undergraduate Student ResearcherMassachusetts Institute Of Technology Aug 2022 - Jun 2023Undergraduate research student of the Learning Matter Lab at MIT. Helping to accelerate metal oxide catalyst designs for the Oxygen Evolution Reaction using ML. -
Undergraduate Research FellowUniversity Of Cambridge Feb 2023 - May 2023Undergraduate 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). -
Undergraduate Research FellowUniversity Of Toronto May 2022 - Jan 2023Toronto, Ontario, CanadaUndergraduate 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. -
Undergraduate Research FellowUniversity Of Toronto Mar 2021 - Dec 2022Toronto, Ontario, CanadaUndergraduate 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. -
Mentorship DirectorMaterials Science & Engineering - University Of Toronto Aug 2021 - May 2022Toronto, Ontario, Canadahelped 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. -
Specialist InternApple May 2021 - Aug 2021Suzhou, Jiangsu, ChinaSpecialist Intern at Apple, suzhou. -
Laboratory Intern/ Research AssistantNational Tsing Hua University May 2020 - Sep 2020Hsinchu City, Taiwan, TaiwanCo-authored a DFT studies paper on Hydrogen Activation on Single Atom Catalysts (SACs) using VASP and DFT calculations. -
Research InternJbao Tech May 2019 - Sep 2020Suzhou, Jiangsu, ChinaConducted various experiments regarding copper plating of solar cell wafers
Jonathan Shan Education Details
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3.80/4.00 -
Credit Transferred
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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Jonathan Shan
Austin, Tx
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