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ml_community
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portfolio
publications
Electropolymerized polythiophene photoelectrodes for photocatalytic water splitting and hydrogen production
Published in Sensors and Actuators A: Physical, 2018
High-throughput computation and evaluation of Raman spectra
Published in Scientific Data, 2019
Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains
Published in NeurIPS 2020 Machine learning and the Physical Sciences Workshop, 2020
Predicting antimicrobial activity of conjugated oligoelectrolyte molecules via machine learning
Published in Journal of the American Chemical Society, 2021
Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains
Published in npj Computational Materials, 2021
Scalable Bayesian Optimization accelerates process optimization of penicillin production
Published in NeurIPS 2021 AI for Science Workshop, 2021
An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties
Published in Matter, 2022
Hybrid-MPET: An Open-Source Simulation Software for Hybrid Electrode Batteries
Published in Journal of The Electrochemical Society, 2023
Physics-based and data-driven modeling of multi-active material electrode batteries
Published in Doctoral dissertation, Massachusetts Institute of Technology, 2024
Improving diagnostics and prognostics of implantable cardioverter defibrillator batteries with interpretable machine learning models
Published in Journal of Power Sources, 2024
Modeling of pulse and relaxation of high-rate Li/CFx-SVO batteries in implantable medical devices
Published in Journal of Power Sources, 2024
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.