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researcher

I. Lagaris

6 papers hereh-index 236.1k citations106 works total

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

author position
  • first author3
  • middle author1
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.NE2
  • cs.AI1
  • cs.LG1
  • physics.comp-ph1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
19972024
most citedArtificial Neural Networks for Solving Ordinary and Partial Differential Equations

2.4k citations · 2.6k across the 6 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

cs.NE1998★ 6 cited

Neural Network Methods for Boundary Value Problems Defined in Arbitrarily Shaped Domains

I. E. Lagaris, A. Likas, D. G. Papageorgiou

Partial differential equations (PDEs) with Dirichlet boundary conditions defined on boundaries with simple geometry have been succesfuly treated using sigmoidal multilayer perceptr…

cs.NE1998★ 1 cited

Training Reinforcement Neurocontrollers Using the Polytope Algorithm

A. Likas, I. E. Lagaris

A new training algorithm is presented for delayed reinforcement learning problems that does not assume the existence of a critic model and employs the polytope optimization algorit…

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