53 citations · 171 across the 14 of their papers we have counts for
14 papers
Machine Learning Link Inference of Noisy Delay-coupled Networks with Opto-Electronic Experimental Tests
Amitava Banerjee, Joseph D. Hart, Rajarshi Roy +1
We devise a machine learning technique to solve the general problem of inferring network links that have time-delays. The goal is to do this purely from time-series data of the net…
The field cooled state of canonical spin-glass revisited
Sudip Pal, Kranti Kumar, A. Banerjee +2
Canonical spin-glass (SG) is an enigmatic system in condensed matter physics. In spite of the intense activities of last five decades several questions regarding the nature of the…
Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links
Amitava Banerjee, Jaideep Pathak, Rajarshi Roy +2
We introduce and test a general machine-learning-based technique for the inference of short term causal dependence between state variables of an unknown dynamical system from time…
Transient Chaos Generates Small Chimeras
Amitava Banerjee, Debopriya Sikder
While the chimera states themselves are usually believed to be chaotic transients, the involvement of chaos behind their self-organization is not properly distinguished or studied.…
An Interplay of Topology and Quantized Geometric Phase for two Different Symmetry-Class Hamiltonians
Rahul S, Ranjith Kumar R, Y R Kartik +2
Study of symmetry, topology and geometric phase can reveal many new and interesting results on the topological states of matter. Here we present a completely new and interesting re…
Bacteria Around an Acoustic Black Hole: Trapping and Frame-Dragging
Amitava Banerjee, Ratna Koley, Parthasarathi Majumdar
Motivated by the need to conceive freely-precessing gyroscopes for detecting acoustic frame-dragging predicted recently in rotating acoustic analogue black holes, we report an inci…