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researcher

Alexis Laignelet

3 papers hereh-index 330 citations3 works total

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

author position
  • middle author3

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

fields
  • cs.CL1
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedTowards Robust and Stable Deep Learning Algorithms for Forward Backward Stochastic Differential Equations

12 citations · 15 across the 3 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2022

Data-driven initialization of deep learning solvers for Hamilton-Jacobi-Bellman PDEs

Anastasia Borovykh, Dante Kalise, Alexis Laignelet +1

A deep learning approach for the approximation of the Hamilton-Jacobi-Bellman partial differential equation (HJB PDE) associated to the Nonlinear Quadratic Regulator (NLQR) problem…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.