Seungmin Shin
Seungmin Shin
Senior Researcher
Production engineering Research Institute
LG Electronics
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Email: seungmin2@postech.ac.kr
Curriculum Vitae | Google Scholar | ORCID
Industrial AI · Physics-informed AI · Deep Learning · AI-aided Engineering
Industrial AI · Physics-informed AI · Deep Learning · AI-aided Engineering
Education
Education
Pohang University of Science and Technology (POSTECH), South Korea, Sep. 2021 - Aug. 2023
M.S. Student in Mechanical Engineering
University of Ulsan, South Korea, Mar. 2016 - Aug. 2021
B.S. in Mechanical Engineering
Summa Cum Laude (1st)
7 Semesters Early Graduation
Projects
Projects
Development of a Simulation Technology for the Roller Hearth Kiln, Oct. 2022 - Sep. 2023
Collaborated with POSCO Holdings, N.EX.T Hub, AI Research Institute
Blade tip timing sensor signal processing/diagnosis algorithm coding and evaluation, Sep. 2021 - Dec. 2022
Collaborated with Doosan Heavy Industries & Construction
Standardization of airway organoids using artificial intelligence for commercialization, Aug. 2021 - Jun. 2022
Collaborated with Seoul St. Mary's Hospital, The Catholic University of Korea
Improvement of frost stability on inner flow structure for VS model, Mar. 2020 - Sep. 2020
Collaborated with LG Electronics
Improvement of inner flow structure for Side-by-Side Refrigerator, Mar. 2020 - Sep. 2020
Collaborated with LG Electronics
Computational study on Patient-specific blood flow for diagnosis of Cardio-vascular disease, Aug. 2019 - Dec. 2020
Collaborated with Incheon St. Mary's Hospital, The Catholic University of Korea
Experiences
Experiences
Graduate Research Assistant (RA)
Industrial Artificial Intelligence (iAI) Lab., POSTECH, Sep. 2021 - Present
(Advisor: Prof. Seungchul Lee)
Apple Manufacturing R&D Accelerator Smart Data Lab., Mar. 2022 - Sep. 2022
POSCO Holdings, N.EX.T Hub, AI Research Institute, Jul. 2022 - Aug. 2022
(Advisor: Ph.D. Ho Choi)
Teaching Assistant (TA)
KSNVE conference - Physics-informed NN (May. 2022)
KSME conference of the CAE and Applied Mechanics division - Physics-informed NN (May. 2022)
KSME AI Advanced Class - Physics-informed NN (Graduate student Class, Jan. 2022)
MECH199 - Freshman Research Participation (Freshman Class, Fall, 2021)
G02851 - Engineering Mathematics, (Sophomore Class, Fall, 2020)
Undergraduate Research Assistant (RA)
Applied Fluid Dynamics Research (AFDR) Lab., University of Ulsan, Jun. 2019 - Jan. 2021
(Advisor: Prof. Sang-Wook Lee, Co-advisor: Prof. Kyoungsik Chang)
Patents
Patents
Do Hyun Kim, Seungchul Lee, Sung Won Kim, Mi Hyun Lim, Keonhyeok Park and Seungmin Shin "오가노이드 선별 장치 및 방법", PCT/KR2023/00815 (PCT international application, 2023. 01. 17)
Do Hyun Kim, Seungchul Lee, Sung Won Kim, Mi Hyun Lim, Keonhyeok Park and Seungmin Shin "오가노이드 선별 장치 및 방법", 10-2022-0022545 (Domestic Application, 2022. 02. 21)
Honors and Awards
Honors and Awards
The Best Paper Award
2022 CAE and Applied Mechanics Division of the Korean Society of Mechanical Engineers (KSME), 2023
Industry-academia Scholarship
Production engineering Research Institute, LG Electronics, 2023
The Bronze Prize in the Korea- East and Oceania - Student Category of the SteelChallenge-17
Korea Iron & Steel Association, 2023
14th place in the Asia - East and Oceania - Student Category of the SteelChallenge-17
World Steel Association, 2023
The Silver Prize in 2020 Engineering Lab Internship
University of Ulsan, 2020
15th Kwanjeong scholarship student
Kwanjeong Educational Foundation, 2020
The Encouragement Prize in Creative Fusion Design Camp 2019
Hongik University, 2019
22nd Happy move global volunteer
Hyundai Motor Group, 2019
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