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2020 – today
- 2023
[j2]Zhantao Chen
, Cheng Peng, Alexander N. Petsch, Sathya R. Chitturi, Alana Okullo, Sugata Chowdhury, Chun Hong Yoon, Joshua J. Turner:
Bayesian experimental design and parameter estimation for ultrafast spin dynamics. Mach. Learn. Sci. Technol. 4(4): 45056 (2023)- [i2]Sathya R. Chitturi, Zhurun Ji, Alexander Petsch, Cheng Peng, Zhantao Chen, Rajan Plumley, Mike Dunne, Sougata Mardanya, Sugata Chowdhury, Hongwei Chen, Arun Bansil, Adrian E. Feiguin, Alexander Kolesnikov, Dharmalingam Prabhakaran, Stephen Hayden, Daniel Ratner, Chunjing Jia, Youssef Nashed, Joshua J. Turner:
Capturing dynamical correlations using implicit neural representations. CoRR abs/2304.03949 (2023) - [i1]Zhantao Chen, Cheng Peng, Alexander N. Petsch, Sathya R. Chitturi, Alana Okullo, Sugata Chowdhury, Chun Hong Yoon, Joshua J. Turner:
Machine learning enabled experimental design and parameter estimation for ultrafast spin dynamics. CoRR abs/2306.02015 (2023) - 2022
- [c2]Hongwei Chen, Sathya R. Chitturi, Rajan Plumley, Lingjia Shen, Nathan C. Drucker, Nicolas Burdet, Cheng Peng, Sougata Mardanya, Daniel Ratner, Aashwin Mishra, Chun Hong Yoon, Sanghoon Song, Matthieu Chollet, Gilberto Fabbris, Mike Dunne, Silke Nelson, Mingda Li, Aaron Lindenberg, Chunjing Jia, Youssef Nashed, Arun Bansil, Sugata Chowdhury, Adrian E. Feiguin, Joshua J. Turner, Jana Thayer:
Testing the data framework for an AI algorithm in preparation for high data rate X-ray facilities. XLOOP@SC 2022: 1-9 - 2020
- [j1]Sathya R. Chitturi, Philipp C. Verpoort, Alpha A. Lee, David J. Wales:
Perspective: new insights from loss function landscapes of neural networks. Mach. Learn. Sci. Technol. 1(2): 23002 (2020)
2010 – 2019
- 2017
- [c1]Baichuan Yuan, Sathya R. Chitturi, Geoffrey Iyer, Nuoyu Li, Xiaochuan Xu, Ruohan Zhan, Rafael Llerena, Jesse T. Yen, Andrea L. Bertozzi:
Machine learning for cardiac ultrasound time series data. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101372D
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