Nonlinear Dynamics

Denoising and reconstruction of nonlinear dynamics using truncated reservoir computing

This paper presents a novel RC method for noise filtering and reconstructing unobserved nonlinear dynamics, offering a novel learning protocol associated with hyperparameter …

Omid Sedehi
•
Predicting multi-parametric dynamics of an externally forced oscillator using reservoir computing and minimal data featured image

Predicting multi-parametric dynamics of an externally forced oscillator using reservoir computing and minimal data

This study uses a data-driven approach to investigate how bifurcations can be learned from a few system response measurements.

avatar
Dr. Manish Yadav
•

Prof. Sudeshna Sinha

Prof. Sudeshna Sinha is a distinguished researcher in the field of nonlinear dynamics and complex systems at IISER Mohali, India. Our collaboration focuses coupled complex systems …

Prof. Manish Dev Shrimali

Prof. Manish Dev Shrimali is a distinguished researcher in the field of nonlinear dynamics and complex systems at Central University of Rajasthan (CURaj), India. Our collaboration …

Dr. Aneta Koseska

Dr. Aneta Koseska is a distinguished researcher in the field of nonlinear dynamics, complex systems and cellular dynamics. Our collaboration focused on building a theory of …

Information Processing with Transients featured image

Information Processing with Transients

Developing a theoretical framework to explain biochemical information processing in living cells through transient dynamics - the foundation of cellular computation and real-time …

Asymmetry in the Basin Stability of Oscillation Death States Under Variation of Environment-Oscillator Links featured image

Asymmetry in the Basin Stability of Oscillation Death States Under Variation of Environment-Oscillator Links

We explore the effect of a common external system, which may be considered as a common environment, on the oscillation death(OD) states of a group of Stuart–Landau(SL) oscillators. …

avatar
Dr. Manish Yadav
•

Environment-induced symmetry breaking of the oscillation-death state

Investigation of the impact of a common external system, which we call a common environment, on the oscillator death (OD) states of a group of Stuart-Landau oscillators.

S. S. Chaurasia
•

Revival of oscillations via common environment

Study of revival of oscillations via common environment in networks of coupled oscillators.

avatar
Dr. Manish Yadav
•