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Aparna Chandramowlishwaran

University of California, Irvine

Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers

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Aug 28, 2023
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BubbleML: A Multi-Physics Dataset and Benchmarks for Machine Learning

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Jul 27, 2023
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NUNet: Deep Learning for Non-Uniform Super-Resolution of Turbulent Flows

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Mar 26, 2022
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SURFNet: Super-resolution of Turbulent Flows with Transfer Learning using Small Datasets

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Aug 17, 2021
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Train Once and Use Forever: Solving Boundary Value Problems in Unseen Domains with Pre-trained Deep Learning Models

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Apr 22, 2021
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Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs

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May 28, 2020
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CFDNet: a deep learning-based accelerator for fluid simulations

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May 09, 2020
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