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George Stepaniants

13 papers hereh-index 6124 citations15 works total

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

author position
  • sole author1
  • first author2
  • middle author6
  • last author4

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • math.NA3
  • math.ST3
  • math.AP2
  • cs.LG1
  • math.CA1
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedInferring Causal Networks of Dynamical Systems through Transient Dynamics and Perturbation

19 citations · 26 across the 11 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

math.CA2025

A Spectral Theory of Scalar Volterra Equations

David Darrow, George Stepaniants

This work aims to bridge the gap between pure and applied research on scalar, linear Volterra equations by examining five major classes: integral and integro-differential equations…

math.NA2025

Learning Memory and Material Dependent Constitutive Laws

Kaushik Bhattacharya, Lianghao Cao, George Stepaniants +2

We propose and study a neural operator framework for learning memory- and material microstructure-dependent constitutive laws for heterogeneous materials. We work in the two-scale…

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