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researcher

S. S. Muni

36 papers hereh-index 16654 citations53 works total

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

author position
  • sole author4
  • first author8
  • middle author16
  • last author8

Across the 36 of 36 papers where every author was matched, so the position is known.

fields
  • nlin.AO13
  • math.DS10
  • nlin.CD6
  • cs.CR2
  • cs.LG2
  • q-bio.NC2

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedRole of solitary states in forming spatiotemporal patterns in a 2D lattice of van der Pol oscillators

31 citations · 219 across the 36 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024★ 1 cited

Deep Learning for Prediction and Classifying the Dynamical behaviour of Piecewise Smooth Maps

Vismaya V S, Bharath V Nair, Sishu Shankar Muni

This paper explores the prediction of the dynamics of piecewise smooth maps using various deep learning models. We have shown various novel ways of predicting the dynamics of piece…

cs.LG2024

Comparative Analysis of Predicting Subsequent Steps in Hénon Map

Vismaya V S, Alok Hareendran, Bharath V Nair +2

This paper explores the prediction of subsequent steps in Hénon Map using various machine learning techniques. The Hénon map, well known for its chaotic behaviour, finds applicatio…

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