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Posts by Collection
portfolio
Portfolio item number 2
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publications
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
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
talks
A scalable quantum network architecture
Published:
Poster presentation about creating complex quantum networks.
Can we design a complex quantum network?
Published:
Poster presentation about creating complex quantum networks.
Complex quantum networks on a lattice of spins
Published:
Oral presentation about creating complex quantum networks.
Exploring the role of heterogeneity in reservoir computing dynamics
Published:
Oral presentation about heterogeneity in reservoir computing.
The role of heterogeneity in reservoir computing dynamics
Published:
Poster presentation about heterogeneity in reservoir computing.
teaching
Undergraduate Teaching Assistant, Multivariable Differential Calculus
Undergraduate course, Northwestern University Department of Mathematics, 2021
TA for multivariable differential calculus for engineers, Fall 2021 and Winter 2022 academic quarters. Led discussion sections (~25 students), held weekly office hours, proctored and graded exams.
Undergraduate Teaching Assistant, College Physics I
Undergraduate course, Northwestern University Department of Physics and Astronomy, 2022
TA for introductory physics course, summer 2022 academic quarter. Led discussion sections (~25 students), held weekly office hours, proctored and graded exams.
Graduate Teaching Assistant, Fundamentals of Physics I
Undergraduate course, University of Maryland, College Park Department of Physics, 2022
TA for introductory physics course, fall 2022 semester. Led introductory physics labs and discussion sections (~35 students). Lectured for weekly 15-minute review sessions. Developed quiz and discussion questions.