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portfolio
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publications
Sequential Optimal Placement of Distributed Photovoltaics using Downstream Power Index
Published in 2017 North American Power Symposium, 2017
We use a simple heuristic coupled with gradient descent to obtain extremely fast optimal siting of distributed PV in a power grid. Read more
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Prediction of Composite Microstructure stress-strain curves using convolutional neural network
Published in Materials and Design, 2020
Convolutional Neural Networks are applied to predict the stress-strain curves of binary composites Read more
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Interpretable Forward and Inverse Design of Particle Spectral Emissivity using Common Machine Learning Models
Published in Cell Reports Physical Science, 2020
We use decision trees and random forests to achieve interpretable inverse design of particles Read more
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talks
ML Engineered Podcast on ML4Sci Newsletter
Published:
I talked with Charlie You on his ML Engineered Podcast about my experience applying machine learning techniques to different scientific research and writing my ML4Sci newsletter. Read more
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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