SM
Swarnendu Mandal
The University of Tokyo, Central University of Rajasthan, Ramakrishna Mission Vivekananda Centenary College
Research areas: Physics and Astronomy · Statistical and Nonlinear Physics · Neural Networks and Reservoir Computing · Nonlinear Dynamics and Pattern Formation · Chaos control and synchronization
0000-0002-0560-5485
Employment
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The University of Tokyo Project Researcher2023 - Present
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Central University of Rajasthan Junior Research Fellow2019 - 2023
Education
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Central University of Rajasthan Doctor of Philosophy2019 - 2023
- 2016 - 2019
- 2013 - 2016
Projects & Funding
Projects & funding information is unavailable.
Publications (8)
- Predicting collective states of a star network using reservoir computing Save
- Predicting synchronization and oscillation death with parallel reservoir computing Save
- Adaptive control of dynamical systems using reservoir computing Save
- Learning unidirectional coupling using an echo-state network Save
- Machine learning based prediction of phase ordering dynamics Save
- Model-free prediction of multistability using echo state network Save
- Machine-learning potential of a single pendulum Save
- Achieving criticality for reservoir computing using environment-induced explosive death Save