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researcher

Alan John Varghese

8 papers hereh-index 5249 citations10 works total

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

author position
  • first author3
  • middle author5

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CL1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedFrom PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning

14 citations · 16 across the 7 of their papers we have counts for

collaborators
Showing 2026 · math.OCShow all

1 paper · 2 filters

math.OC2026

PI-SONet: A Physics-Informed Symplectic Operator Network for Real-Time Optimal Control of Multi-Agent Systems

Alan John Varghese, Shanqing Liu, Paula Chen +3

Many real-life applications involve controlling high-dimensional multi-agent systems in real-time. Existing optimal control solvers often suffer from the curse-of-dimensionality an…

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