Alan John Varghese Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

John Brown University

faculty

5 h-index 18 pubs 170 cited

Research Areas

Advanced Graph Neural Networks Combustion and flame dynamics Topic Modeling Complex Network Analysis Techniques Neural Networks and Applications

Links

ORCID

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OverviewAI-generated summary

Alan John Varghese is a faculty member at John Brown University whose research encompasses advanced graph neural networks, combustion and flame dynamics, and topic modeling. He also works on complex network analysis techniques, neural networks, and their applications. Varghese's recent work includes publications as recently as 2025.

Metrics

  • h-index: 5
  • Publications: 18
  • Citations: 170

Selected Publications

  • A Comparative Study on Dynamic Graph Embedding Based on Mamba and Transformers (2025) DOI
  • Sympgnns: Symplectic Graph Neural Networks for Identifying High-Dimensional Hamiltonian Systems and Node Classification (2024) DOI
  • GPT VS. HUMAN FOR SCIENTIFIC REVIEWS: A DUAL SOURCE REVIEW ON APPLICATIONS OF CHATGPT IN SCIENCE (2024) DOI
  • Transformerg2g: Adaptive Time-Stepping for Learning Temporal Graph Embeddings Using Transformers (2023) DOI

Collaborators

Researchers in the database who share publications

Vivek Oommen John Brown University 5 shared publications Mengjia Xu John Brown University 4 shared publications George Em Karniadakis John Brown University 3 shared publications Aniruddha Bora John Brown University 3 shared publications Juan Diego Toscano John Brown University 2 shared publications Nazanin Ahmadi Daryakenari John Brown University 2 shared publications Melih Ağraz John Brown University 1 shared publication Qianying Cao John Brown University 1 shared publication

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