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Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation


Apr 18, 2023
Nishant Panda, Natalie Klein, Dominic Yang, Patrick Gasda, Diane Oyen

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* 19 pages, 7 figures 

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Generative structured normalizing flow Gaussian processes applied to spectroscopic data


Dec 14, 2022
Natalie Klein, Nishant Panda, Patrick Gasda, Diane Oyen

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* Best paper award, 1st Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE), February 2022 

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BB-ML: Basic Block Performance Prediction using Machine Learning Techniques


Feb 18, 2022
Shamminuj Aktar, Hamdy Abdelkhalik, Nazmul Haque Turja, Yehia Arafa, Atanu Barai, Nishant Panda, Gopinath Chennupati, Nandakishore Santhi, Stephan Eidenbenz, Abdel-Hameed Badawy

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Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra


Aug 17, 2021
Katiana Kontolati, Natalie Klein, Nishant Panda, Diane Oyen

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* 5 pages, 3 figures 

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StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials


Nov 20, 2020
Yinan Wang, Diane Oyen, Weihong, Guo, Anishi Mehta, Cory Braker Scott, Nishant Panda, M. Giselle Fernández-Godino, Gowri Srinivasan, Xiaowei Yue

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* 13 pages 

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