Dongjin Seo
Dongjin Seo

PhD Student in Applied Physics

About Me

I am a PhD student at Yale University supervised by Professor Logan G. Wright. My research interests include scientific machine learning, foundation models for physical systems, and inverse design of photonic structures. I have a dream of contributing to the world with technology to make it a better place.

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Interests
  • Foundation Model
  • Scientific Machine Learning
  • Photonics
  • Dynamical Systems
  • Inverse Design
Education

  • PhD in Applied Physics (in progress)

    Yale University

  • MS in Electrical Engineering

    Korea Advanced Institute of Science and Technology (KAIST)

  • BS in Electrical Engineering

    Korea Advanced Institute of Science and Technology (KAIST)

Journal Publication
Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
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Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
Cite Code
Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
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[J2] Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning *featured as the front cover article in 2022 February issue* . ACS Photonics, 9(2).
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[J1] Sanmun Kim, Jeong Min Shin, Jaeho Lee, Chanhyung Park, Songju Lee, Juho Park, Dongjin Seo, Sehong Park, Chan Y Park, Min Seok Jang (2021). Inverse design of organic light-emitting diode structure based on deep neural networks . Nanophotonics, 10(18).
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Preprints
Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
Cite Code
Conference Publication
Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
Cite Code
Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
Cite Code
Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
Cite Code
Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
Cite Code
Dongjin Seo†, Daniel Wontae Nam†, Juho Park, Chan Y. Park*, Min Seok Jang* (2021). [J1] Structural optimization of a one-dimensional freeform metagrating deflector via deep reinforcement learning. This work was featured as the front cover article in 2022 February issue.
Cite Code
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