127 citations · 762 across the 47 of their papers we have counts for
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cs.LG2022★ 9 cited
Predictive Scale-Bridging Simulations through Active Learning
Satish Karra, Mohamed Mehana, Nicholas Lubbers +12
Throughout computational science, there is a growing need to utilize the continual improvements in raw computational horsepower to achieve greater physical fidelity through scale-b…
cs.LG2021★ 3 cited
Objective discovery of dominant dynamical processes with intelligible machine learning
Bryan E. Kaiser, Juan A. Saenz, Maike Sonnewald +1
The advent of big data has vast potential for discovery in natural phenomena ranging from climate science to medicine, but overwhelming complexity stymies insight. Existing theory…