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Jonathan Shan is listed as ML/DFT Research Assistant @ University of Toronto | Stanford | MIT | Materials Science and Engineering | at University of California, Berkeley, based in Toronto, Ontario, Canada. AeroLeads shows a matched LinkedIn profile for Jonathan Shan.
Jonathan Shan previously worked as Research Affiliate at University Of California, Berkeley and Research Assistant at University Of Toronto. Jonathan Shan holds Bachelor'S Degree, Materials Science And Engineering, 3.80/4.00 from University Of Toronto.
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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.
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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.
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
Undergraduate researcher under the supervision of Professor Felipe Jornada, working on investigating the effect of moiré structures on excitons in transition metal dichalcogenide bilayers.
Undergraduate research student of the Learning Matter Lab at MIT. Helping to accelerate metal oxide catalyst designs for the Oxygen Evolution Reaction using ML.
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).
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.
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.
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.
Hsinchu City, Taiwan, Taiwan
Co-authored a DFT studies paper on Hydrogen Activation on Single Atom Catalysts (SACs) using VASP and DFT calculations.
Suzhou, Jiangsu, China
Conducted various experiments regarding copper plating of solar cell wafers
Activities and Societies: CS229 Machine Learning, ENGR145 Technology Entrepreneurship
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Jonathan Shan works for University of California, Berkeley.
Jonathan Shan is listed as ML/DFT Research Assistant @ University of Toronto | Stanford | MIT | Materials Science and Engineering | at University of California, Berkeley.
Jonathan Shan is based in Toronto, Ontario, Canada while working with University of California, Berkeley.
Jonathan Shan has worked for University Of California, Berkeley, University Of Toronto, Stanford University, Massachusetts Institute Of Technology, and University Of Cambridge.
You can use AeroLeads to view verified contact signals for Jonathan Shan at University of California, Berkeley, including work email, phone, and LinkedIn data when available.
Jonathan Shan holds Bachelor'S Degree, Materials Science And Engineering, 3.80/4.00 from University Of Toronto.
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