Harsh Vardhan

most citedDeep Learning-based Finite Element Analysis (FEA) surrogate for sub-sea pressure vessel

2 citations · 3 across the 4 of their papers we have counts for

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cs.LG2023★ 1 cited

Fusion of ML with numerical simulation for optimized propeller design

Harsh Vardhan, Peter Volgyesi, Janos Sztipanovits

In computer-aided engineering design, the goal of a designer is to find an optimal design on a given requirement using the numerical simulator in loop with an optimization method.…

cs.LG2022

Deep Active Learning for Regression Using $ε$ -weighted Hybrid Query Strategy

Harsh Vardhan, Janos Sztipanovits

Designing an inexpensive approximate surrogate model that captures the salient features of an expensive high-fidelity behavior is a prevalent approach in design optimization. In re…

cs.LG2022★ 2 cited

Deep Learning-based Finite Element Analysis (FEA) surrogate for sub-sea pressure vessel

Harsh Vardhan, Janos Sztipanovits

During the design process of an autonomous underwater vehicle (AUV), the pressure vessel has a critical role. The pressure vessel contains dry electronics, power sources, and other…

Fusion of ML with numerical simulation for optimized propeller design

Deep Active Learning for Regression Using ε-weighted Hybrid Query Strategy

Deep Learning-based Finite Element Analysis (FEA) surrogate for sub-sea pressure vessel

Deep Active Learning for Regression Using $ε$ -weighted Hybrid Query Strategy