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Group · Physics
Scientific Computing Group
Meta-learning for physics-informed neural networks, benchmarking few-shot adaptation, and computational methods for parametric PDEs.
01Published Papers
Benchmarking Meta-Learning for Parametric PDEs: When Does Few-Shot Adaptation Actually Help?
Brandon Yee, Wilson Collins, Benjamin Pellegrini, Caden Wang
Presented at NeurIPS 2025 Responsible-FM, Presented at AAAI 2026 AI2ASE, Accepted to ICLR 2026 AI&PDE
02Team
Pairie Koh
Research Director
Yee Collins Research Group
Wilson Collins
Research Director
Yee Collins Research Group
Brandon Yee
Lead Researcher
Yee Collins Research Group
Benjamin Pellegrini
Technical Director
Yee Collins Research Group
Upmanu Lall
Director
Columbia Water Center
Mihir Tekal
Senior Researcher
Yee Collins Research Group
Jiayi Fu
Researcher
Yee Collins Research Group
Ryan Gomez
Researcher
Yee Collins Research Group
Jack Rodriguez
Researcher
Yee Collins Research Group
Danny Kim
Researcher
Yee Collins Research Group
Caden Wang
Researcher
Yee Collins Research Group