I am a Postdoctoral fellow at Memorial University of Newfoundland, St. John’s working with Dr. Alex Bihlo in the broad area of scientific machine learning.
I am interested in mathematical foundations of artificial neural networks and applying them to solve scientific problems. I am interested in neural networks with architecture that incorporates mathematical structure specific to the use case. Some of the examples of such networks are Physics-informed neural networks, Group equivariant neural network, HNN, LNN, etc. I am also interested in making machine learning algorithms more interpretable and explainable. I have previously done research in Geometric group theory.
I live in the beautiful city of St. John’s in Newfoundland and Labrador, Canada and I love dancing, biking, yoga, hiking, and reading.
Contact Shivam Arora Department of Mathematics and Statistics, Memorial University of Newfoundland 230 Elizabeth Ave, St. John's NL, Canada A1C 5S7 E-mail: shivamaroramath at gmail dot com
Travel log
Dec 18, 2022 → Jan 13, 2023
Aug 7, 2022 → Aug 12, 2022
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Apr 23, 2022 → Apr 28, 2022
Dec 12, 2021 → Jan 13, 2022
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Jun 27, 2021
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Feb 28, 2020 → Mar 2, 2020
Feb 23, 2020 → Feb 28, 2020
Jan 29, 2020 → Feb 1, 2020
Jun 30, 2019 → Jul 13, 2019
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Jun 12, 2019 → Jun 15, 2019
Oct 9, 2018
Jul 26, 2017 → Jul 30, 2017
Aug 31, 2015 → Sep 5, 2015
Aug 29, 2015
Jun 27, 2014