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M. Kalia

3 papers hereh-index 5218 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.DS1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedLearning normal form autoencoders for data-driven discovery of universal,parameter-dependent governing equations

11 citations · 11 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2021★ 11 cited

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…

math.DS2017

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…

stat.AP2015

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…

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