Jonathan Shan Email & Phone Number

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

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.

Suzhou, Jiangsu, China

Specialist Intern at Apple, suzhou.

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

Bachelor'S Degree, Materials Science And Engineering, 3.80/4.00

Summer Session Studies, Credit Transferred

Activities and Societies: CS229 Machine Learning, ENGR145 Technology Entrepreneurship