139 citations · 245 across the 15 of their papers we have counts for
3 papers · 1 filter
Free-fermion spectral structure enables strange nonchaotic attractor classification in Aubry-Andre-Harper quantum reservoirs
Suresh Kumarasamy, Dianavinnarasi Joseph, Manish Dev Shrimali +1
An Aubry-André-Harper (AAH) quantum reservoir classifies strange nonchaotic attractors (SNAs) against chaos, substantially outperforming reservoirs built from dense random matrices…
Predicting Phase Ordering in Chaotic Maps and Coupled Map Lattices
Shiva Dixit, Swati Chauhan, Manish Dev Shrimali
Coupled logistic maps exhibit collective ordering of their directional phases. As the system parameter varies, the directional phases can undergo a transition from an in-phase stat…
Physics-Constrained Neural Surrogate for Domain Growth Prediction in Systems with Conserved Kinetics
Vijay Yadav, Madhu Priya, Pallvi Pandey +2
The spatiotemporal evolution of many physical, chemical, and biological systems is described by nonlinear partial differential equations (PDEs). Recently, deep neural network-based…