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Challenger Mishra

Machine Learned Calabi--Yau Metrics and Curvature

Nov 17, 2022
Per Berglund, Giorgi Butbaia, Tristan Hübsch, Vishnu Jejjala, Damián Mayorga Peña, Challenger Mishra, Justin Tan

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* 36 pages, 21 figures, 7 tables, 2 appendices

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Machine Learning for Optical Motion Capture-driven Musculoskeletal Modeling from Inertial Motion Capture Data

Sep 28, 2022
Abhishek Dasgupta, Rahul Sharma, Challenger Mishra, Vikranth H. Nagaraja

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* 21 pages, 8 figures, 4 tables

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Neural Network Approximations for Calabi-Yau Metrics

Jan 27, 2021
Vishnu Jejjala, Damian Kaloni Mayorga Pena, Challenger Mishra

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* v2: 42 pages, figures improved, discrete symmetries section added, discussions enhanced, references added

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Baryons from Mesons: A Machine Learning Perspective

Mar 23, 2020
Yarin Gal, Vishnu Jejjala, Damian Kaloni Mayorga Pena, Challenger Mishra

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* 25 pages, 3 figures, 1 table

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Machine Learning CICY Threefolds

Jul 31, 2018
Kieran Bull, Yang-Hui He, Vishnu Jejjala, Challenger Mishra

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* 22 pages, 10 figures. V2: Added new results of using permutations of the CICY matrix to reduce the class imbalance when predicting discrete symmetries. V3: Corrected typing errors in table 5

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