Alan John Varghese

According to our database, Alan John Varghese authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Automatic selection of the best neural architecture for time series forecasting via multi-objective optimization and Pareto optimality conditions.

Qianying Cao, Shanqing Liu, Alan John Varghese, Jérôme Darbon, Michael S. Triantafyllou, George Em Karniadakis

CoRR, January, 2025

SympGNNs: Symplectic Graph Neural Networks for identifying high-dimensional Hamiltonian systems and node classification.

Alan John Varghese, Zhen Zhang, George Em Karniadakis

Neural Networks, 2025

2024

TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers.

Alan John Varghese, Aniruddha Bora, Mengjia Xu, George Em Karniadakis

Neural Networks, 2024

A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers.

Ashish Parmanand Pandey, Alan John Varghese, Sarang Patil, Mengjia Xu

CoRR, 2024

From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning.

Juan Diego Toscano, Vivek Oommen, Alan John Varghese, Zongren Zou, Nazanin Ahmadi Daryakenari, Chenxi Wu, George Em Karniadakis

CoRR, 2024

SympGNNs: Symplectic Graph Neural Networks for identifiying high-dimensional Hamiltonian systems and node classification.

Alan John Varghese, Zhen Zhang, George Em Karniadakis

CoRR, 2024

2023

GPT vs Human for Scientific Reviews: A Dual Source Review on Applications of ChatGPT in Science.

Chenxi Wu, Alan John Varghese, Vivek Oommen, George Em Karniadakis

CoRR, 2023