167 citations · 334 across the 10 of their papers we have counts for
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math.NA2020
Convergence rates of monotone schemes for conservation laws for data with unbounded total variation
Ulrik Skre Fjordholm, Kjetil Olsen Lye
We prove convergence rates of monotone schemes for conservation laws for Hölder continuous initial data with unbounded total variation, provided that the Hölder exponent of the ini…
math.OC2020★ 86 cited
Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks
Kjetil O. Lye, Siddhartha Mishra, Deep Ray +1
We present a novel active learning algorithm, termed as iterative surrogate model optimization (ISMO), for robust and efficient numerical approximation of PDE constrained optimizat…