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Janos Sztipanovits

Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool

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Jun 24, 2024
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Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls

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Apr 24, 2023
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Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design

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Mar 15, 2023
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Fusion of ML with numerical simulation for optimized propeller design

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Feb 28, 2023
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Search for universal minimum drag resistance underwater vehicle hull using CFD

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Feb 18, 2023
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Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression

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Nov 16, 2022
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DeepAL for Regression Using $ε$-weighted Hybrid Query Strategy

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Jul 03, 2022
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Reduced Robust Random Cut Forest for Out-Of-Distribution detection in machine learning models

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Jun 18, 2022
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Rare event failure test case generation in Learning-Enabled-Controllers

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Jun 11, 2022
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Deep Learning-based FEA surrogate for sub-sea pressure vessel

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Jun 06, 2022
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