General Lab Information

Seungjun Lee

Comput. Sci. Mach. Learning, Computational Science Initiative

Seungjun Lee

Brookhaven National Laboratory

Computational Science Initiative
Bldg. 725
P.O. Box 5000
Upton, NY 11973-5000

Seungjun Lee earned his Ph.D. in Ocean Engineering from Seoul National University in South Korea. His research focuses on uncovering the connections between scientific problems and machine learning tasks, and on adapting advanced algorithms to tackle various scientific challenges. He has expertise in physics-informed neural networks, neural operators, meta-learning, and generative models. Currently, he is developing foundation models for gamma spectra, forecasting ocean circulation, and solving X-ray inverse problems.

Expertise | Education | Appointments


Expertise

  • Scientific Machine Learning
  • Physics Informed Neural Networks
  • Meta Learning
  • Generative Models

Education

  • Ph.D. Ocean Eneering, Seoul National University, 2022.
  • B.S. Ocean Eneering, Seoul National University, 2017.

Professional Appointments

  • 2024 - present, Postdoc, Brookhaven National Laboratory.
  • 2022 - 2024, AI researcher, Alsemy, South Korea.
Seungjun Lee

Brookhaven National Laboratory

Computational Science Initiative
Bldg. 725
P.O. Box 5000
Upton, NY 11973-5000

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