YOON Gun

Integrating the principles of physics with the innovation of artificial intelligence.

prof_pic.jpg

@ Banju Church, Jeju

M.Eng. candidate, UTokyo

Tokyo, Japan

About

Hi! I’m Gun from Rep. of Korea studying at UTokyo as a master student.

My interests is to connect physics and AI.

  1. From physics to AI: Defining learning process of AI with non-equilibrium process.
  2. From AI to Physics: Data-driven way to discover new experimental, theoretical facts

Past experience

Our team at AWL, Inc. developed advanced computer vision solutions using deep learning, where I honed my skills in Python and C++. Currently pursuing a Master of Engineering at UTokyo, I’m deeply invested in integrating the principles of physics with the innovation of artificial intelligence. We’re exploring data-driven methods to uncover new theoretical insights and experimental facts.

With a scholarship-backed education in applied physics, my work extends beyond academia to practical applications. I contributed to phase-field simulation projects and manage server security, blending technical acumen with a strategic approach to problem-solving. My goal is to foster advancements where AI and physics intersect, guiding innovation in the tech landscape.

Contact

gun at existence dot gallery

Github: Personal, School

Linkedin: YOON Gun

Curriculum Vitae

Experience

AWL, inc. / part-time deep learning engineer

Nov, 2017 - Aug, 2021, 3 yrs 10 mos Sapporo, Japan.

  • Optimization of recommendation system.
  • Semantic Segmentation.
  • Voice recognition system integration.
  • Multi-label image classification.
  • Contamination map expectation.
  • Video object detection model.

Laboratory of microstructure control, Hokkaido University / RA

Nov, 2019 - Aug, 2020, 10 mos Sapporo, Japan.

  • Managing distributed GPGPU computing system for phase-field simulation.
  • Computing server security administration.
  • Inverse analysis of anisotropy from interface shape distribution with CNN.

Republic of Korea Army / sergeant, signaller

Sep, 2022 - Mar, 2024, Rep. of Korea.

  • Mandatory military service.

Education

The University of Tokyo / M.Eng., applied physics

Apr, 2024 - Mar, 2026(expected), Tokyo, Japan.

  • Applied physics, 3.8/4.0.
  • Saitoh lab, department of applied physics.
  • RIKEN, “Emergent Spintronics Research Team.”

Hokkaido University / B.Eng., applied physics

Apr, 2018 - Mar, 2022, Sapporo, Japan.

  • Full merit scholarship by MEXT, Japan & MOE, Rep. of Korea.
  • Prof. Oliver B. Wright, laboratory of Applied Solid State Physics Research Group of Quantum Matter Physics, Division of Applied Physics · Apr, 2021 - Mar, 2022.
  • Graduation thesis: “Visualization of topological edge modes in mechanical graphene.”

Hokkaido University & Kyung Hee University / preparatory educational program, Japanese language and culture

Mar, 2017 - Jul, 2017, Seoul, Rep. of Korea.

Sep, 2017 - Mar, 2018, Sapporo, Japan.

Awards

  • Torch Award Issued by Major General Choi Changwoon · Nov, 2022.
  • Exemplary Award Issued by Kyung Hee University · Aug, 2017.
  • 18th Korea-Japan Joint Government Scholarship · Mar, 2017, MOE, Rep. of Korea & MEXT, Japan.

Languages

  • English: fluent, TEPS 404/600, TOEIC 915/990, TOEFL 95/120.
  • Japanese: fluent, JLPT N1 180/180.
  • Chinese: introductory.
  • Korean: native.

Skills

  • Deep learning, Computational Physics, CUDA, Python, C++, Julia.