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researcher

Ameya Dilip Jagtap

5 papers hereh-index 216.8k citations32 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.DC1
  • cs.LG1
  • math.NA1
  • physics.comp-ph1
  • physics.flu-dyn1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedDeep learning of inverse water waves problems using multi-fidelity data: Application to Serre-Green-Naghdi equations

1 citations · 2 across the 2 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2019

Adaptive activation functions accelerate convergence in deep and physics-informed neural networks

Ameya D. Jagtap, George Em Karniadakis

We employ adaptive activation functions for regression in deep and physics-informed neural networks (PINNs) to approximate smooth and discontinuous functions as well as solutions o…

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