11 citations · 11 across the 4 of their papers we have counts for
4 papers
Multi-set spectral clustering of time-evolving networks using the supra-Laplacian
Gary Froyland, Manu Kalia, Péter Koltai
Complex time-varying networks are prominent models for a wide variety of spatiotemporal phenomena. The functioning of networks depends crucially on their connectivity, yet reliable…
Learning normal form autoencoders for data-driven discovery of universal,parameter-dependent governing equations
Manu Kalia, Steven L. Brunton, Hil G. E. Meijer +2
Complex systems manifest a small number of instabilities and bifurcations that are canonical in nature, resulting in universal pattern forming characteristics as a function of some…
Homoclinic saddle to saddle-focus transitions in 4D systems
Manu Kalia, Yuri A. Kuznetsov, Hil G. E. Meijer
A saddle to saddle-focus homoclinic transition when the stable leading eigenspace is 3-dimensional (called the 3DL bifurcation) is analyzed. Here a pair of complex eigenvalues and…
Cross-Correlation in cricket data and RMT
Manu Kalia, Saugata Ghosh
We analyze cross-correlation between runs scored over a time interval in cricket matches of different teams using methods of random matrix theory (RMT). We obtain an ensemble of cr…