98 citations · 199 across the 4 of their papers we have counts for
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stat.ML2018
Weakly-Supervised Deep Learning of Heat Transport via Physics Informed Loss
Rishi Sharma, Amir Barati Farimani, Joe Gomes +2
In typical machine learning tasks and applications, it is necessary to obtain or create large labeled datasets in order to to achieve high performance. Unfortunately, large labeled…
cs.LG2018
Deep Learning Phase Segregation
Amir Barati Farimani, Joseph Gomes, Rishi Sharma +2
Phase segregation, the process by which the components of a binary mixture spontaneously separate, is a key process in the evolution and design of many chemical, mechanical, and bi…