5 citations · 8 across the 3 of their papers we have counts for
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cs.LG2025
Enhanced accuracy through ensembling of randomly initialized auto-regressive models for time-dependent PDEs
Ishan Khurjekar, Indrashish Saha, Lori Graham-Brady +1
Systems governed by partial differential equations (PDEs) require computationally intensive numerical solvers to predict spatiotemporal field evolution. While machine learning (ML)…
cs.LG2019★ 5 cited
Accounting for Physics Uncertainty in Ultrasonic Wave Propagation using Deep Learning
Ishan D. Khurjekar, Joel B. Harley
Ultrasonic guided waves are commonly used to localize structural damage in infrastructures such as buildings, airplanes, bridges. Damage localization can be viewed as an inverse pr…