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Rethinking the Importance of Sampling in Physics-informed Neural Networks.

A. Daw, J. Bu, S. Wang, P. Perdikaris, and A. Karpatne. CoRR, (2022)

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Arka Genähr

Abir Arkawi

Fatma Müge Arkan

Ioanna Arka

Osman Bülent Arkan

Other publications of authors with the same name

Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation.M. Maruf, A. Daw, A. Dutta, J. Bu, and A. Karpatne. CoRR, (2023)Motion Enhanced Multi-Level Tracker (MEMTrack): A Deep Learning-Based Approach to Microrobot Tracking in Dense and Low-Contrast Environments.M. Sawhney, B. Karmarkar, E. Leaman, A. Daw, A. Karpatne, and B. Behkam. Adv. Intell. Syst., (April 2024)Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling.A. Daw, R. Thomas, C. Carey, J. Read, A. Appling, and A. Karpatne. CoRR, (2019)Beyond Observed Connections : Link Injection.J. Bu, M. Maruf, and A. Daw. CoRR, (2020)MEMTRACK: A Deep Learning-Based Approach to Microrobot Tracking in Dense and Low-Contrast Environments.M. Sawhney, B. Karmarkar, E. Leaman, A. Daw, A. Karpatne, and B. Behkam. CoRR, (2023)Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling.A. Daw, R. Thomas, C. Carey, J. Read, A. Appling, and A. Karpatne. SDM, page 532-540. SIAM, (2020)The conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume..Rethinking the Importance of Sampling in Physics-informed Neural Networks.A. Daw, J. Bu, S. Wang, P. Perdikaris, and A. Karpatne. CoRR, (2022)Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling.A. Daw, J. Bu, S. Wang, P. Perdikaris, and A. Karpatne. ICML, volume 202 of Proceedings of Machine Learning Research, page 7264-7302. PMLR, (2023)Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring.A. Daw, K. Yeo, A. Karpatne, and L. Klein. IEEE Big Data, page 4835-4841. IEEE, (2022)Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM).J. Bu, A. Daw, M. Maruf, and A. Karpatne. NeurIPS, page 3491-3503. (2021)

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Disambiguation of "Daw, Arka"

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Rethinking the Importance of Sampling in Physics-informed Neural Networks.

Please choose a person to relate this publication to

Arka Genähr

Abir Arkawi

Fatma Müge Arkan

Ioanna Arka

Osman Bülent Arkan

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Daw, Arka"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Rethinking the Importance of Sampling in Physics-informed Neural Networks.

Please choose a person to relate this publication to

Arka Genähr

Abir Arkawi

Fatma Müge Arkan

Ioanna Arka

Osman Bülent Arkan

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Rethinking the Importance of Sampling in Physics-informed Neural Networks.