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Mamikon A. Gulian

18 papers hereh-index 141.2k citations43 works total

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

author position
  • first author4
  • middle author12
  • last author2

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • math.AP4
  • math.NA2
  • cond-mat.soft1
  • cond-mat.stat-mech1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedRobust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint

17 citations · 36 across the 12 of their papers we have counts for

collaborators
Showing 2021 · math.APShow all

3 papers · 2 filters

math.AP2021

Connections between nonlocal operators: from vector calculus identities to a fractional Helmholtz decomposition

Marta D'Elia, Mamikon Gulian, Tadele Mengesha +1

Nonlocal vector calculus, which is based on the nonlocal forms of gradient, divergence, and Laplace operators in multiple dimensions, has shown promising applications in fields suc…

math.AP2021

Fractional Modeling in Action: A Survey of Nonlocal Models for Subsurface Transport, Turbulent Flows, and Anomalous Materials

Jorge Suzuki, Mamikon Gulian, Mohsen Zayernouri +1

Modeling of phenomena such as anomalous transport via fractional-order differential equations has been established as an effective alternative to partial differential equations, du…

math.AP2021

Analysis of Anisotropic Nonlocal Diffusion Models: Well-posedness of Fractional Problems for Anomalous Transport

Marta D'Elia, Mamikon Gulian

We analyze the well-posedness of an anisotropic, nonlocal diffusion equation. Establishing an equivalence between weighted and unweighted anisotropic nonlocal diffusion operators i…

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