Ravi Chepuri

Ravi Chepuri

Physics Ph.D. candidate at the University of Maryland

Publications

You can also find my articles on my Google Scholar profile.

Hybridizing traditional and next-generation reservoir computing to accurately and efficiently forecast dynamical systems

Published in Chaos: An Interdisciplinary Journal of Nonlinear Science, 2024

We introduce a hybrid RC-NGRC approach for time series forecasting of dynamical systems.

Recommended citation: R. Chepuri, D. Amzalag, T. M. Antonsen, M. Girvan; Hybridizing traditional and next-generation reservoir computing to accurately and efficiently forecast dynamical systems. Chaos 1 June 2024; 34 (6): 063114. https://doi.org/10.1063/5.0206232 https://doi.org/10.1063/5.0206232

Complex quantum network models from spin clusters

Published in Communications Physics, 2023

We introduced a theoretical model to create quantum communication networks on a lattice of interacting quantum spins, and demonstrated numerically that these quantum networks can have substantial network complexity.

Recommended citation: Chepuri, R.T.C., Kovács, I.A. Complex quantum network models from spin clusters. Commun Phys 6, 271 (2023). https://doi.org/10.1038/s42005-023-01394-8 https://doi.org/10.1038/s42005-023-01394-8