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Hardik Kothari

Università della Svizzera italiana

9 papers hereh-index 487 citations10 works total

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

author position
  • sole author1
  • first author6
  • middle author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.NA8
  • math.OC1
affiliations
  • Università della Svizzera italiana
ORCID 0000-0003-0110-5384

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedEnhancing training of physics-informed neural networks using domain-decomposition based preconditioning strategies

31 citations · 85 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

math.OC2022

Nonlinear Schwarz preconditioning for nonlinear optimization problems with bound constraints

Hardik Kothari, Alena Kopaničáková, Rolf Krause

We propose a nonlinear additive Schwarz method for solving nonlinear optimization problems with bound constraints. Our method is used as a "right-preconditioner" for solving the fi…

math.NA2022★ 1 cited

Nonlinear Schwarz preconditioning for Quasi-Newton methods

Hardik Kothari

We propose the nonlinear restricted additive Schwarz (RAS) preconditioning strategy to improve the convergence speed of limited memory quasi-Newton (QN) methods. We consider both "…

math.NA2022★ 24 cited

Nonlinear Field-split Preconditioners for Solving Monolithic Phase-field Models of Brittle Fracture

Alena Kopaničáková, Hardik Kothari, Rolf Krause

One of the state-of-the-art strategies for predicting crack propagation, nucleation, and interaction is the phase-field approach. Despite its reliability and robustness, the phase-…

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