Scholar
Dongjin Seo
Google Scholar ID: EZx8Vz8AAAAJ
Yale University
Scientific Machine Learning
Foundation Model
Generative Models
Reinforcement Learning
Photonics
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Citations
149
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Publications
18
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Publications
2 items
Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models
2025
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0
Wave Interpolation Neural Operator: Interpolated Prediction of Electric Fields Across Untrained Wavelengths
arXiv.org · 2024
Cited
1
Resume (English only)
Academic Achievements
Paper 'Wave Interpolation Neural Operator' accepted to NeurIPS 2024 Workshop (Dec 2024)
Paper 'Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models' accepted to ACS Photonics (Oct 2025)
Multiple journal publications in Nanophotonics, Molecular Therapy Nucleic Acids, Materials & Design, ACS Photonics, etc.
Presented at international conferences including NeurIPS, CLEO-PR, SPIE, and Optica Imaging Congress
Served as reviewer for NeurIPS 2024 Workshop on Machine Learning for Physical Sciences (ML4PS)
Served as reviewer for the journal Nanophotonics
Invited talk at McMahon Lab, Cornell University
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Co-authors: 0 (list not available)
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