01/31/2025

Gives an invited talk, “AI for Engineering: Case Studies of Industrial Applications”, at Chung-Ang University.

12/11/2024

Is awarded the Grand Prize at the 2024 HL Global R&D Conference (HL Group) for his research article, "Neural Fault Observer-based On-board Prognostics for Automotive Electric Power Steering Systems".

05/15/2024

Participates as a lecturer for “AI for Mechanical Engineering (AI4ME)” at the Korea Advanced Institute of Science and Technology (KAIST).

12/24/2023 & 03/01/2024

Is awarded the Highly Cited & Outstanding Paper Award from Light: Science & Applications (Springer Nature) for his research article, "Deep Learning Acceleration of Multiscale Superresolution Localization Photoacoustic Imaging".

08/20/2023-08/23/2023

Attends the International Congress and Exposition on Noise Control Engineering (Inter-Noise) 2023 (Chiba, JP) and presents an oral presentation, "Deep Learning-based Motor Prognostics for Electric Power Steering Systems".

04/13/2023

Is awarded the Outstanding Researcher Award at HL Mando Corporation.

11/02/2022-11/04/2022

Attends the Korean Society for Noise and Vibration Engineering (KSNVE) 2022 fall conference (Jeju, KR) and presents an oral presentation, "Predictive Maintenance of Automotive Manufacturing Process using Cloud-Native Internet-of-Things and Semi-Supervised Learning".

05/19/2022

Is awarded the Best Thesis Award at the CAE and Applied Mechanics Division of the Korean Society of Mechanical Engineers (KSME) 2022 spring conference (Busan, KR) for his M.S. thesis, "Deep Learning Methods to Enhance the Temporal Resolution in Functional Biomedical Imaging".

기계공학과 김규원 (석사졸업) 2022 춘계학술대회 '우수학위논문상' 수상

05/16/2022

Is featured in several media outlets for his research article, "Deep Learning Acceleration of Multiscale Superresolution Localization Photoacoustic Imaging".

인공지능 광음향기술로 고속·고해상도 혈관영상 찍는다

[Physics World] [Medical Xpress] [AZoRobotics] [매일경제] [뉴시스] [경북매일] [경북도민일보] [전자신문] [인공지능신문] [메디컬투데이] [브레이크뉴스] [BRIC 동향] [대학지성 In&Out] [HelloDD]

02/21/2022

Is granted alternative military service as a technical research personnel at HL Mando Corporation.

02/21/2022-02/27/2022

Attends the International Society for Optics and Photonics (SPIE) Photonics West 2022 On Demand (online) and presents an oral presentation, "Deep Learning Enables Accelerated Optical Coherence Tomography Angiography".  

02/11/2022

Receives an M.S. degree in Mechanical Engineering at Pohang University of Science and Technology (POSTECH).

12/01/2021

Successfully defends the M.S. degree thesis presentation.

I thank Prof. Seungchul Lee (chair), Prof. Chulhong Kim (committee), and Prof. Won Hwa Kim (committee) for serving on my M.S. degree committee.

• Thesis: "Deep Learning Methods to Enhance the Temporal Resolution in Functional Biomedical Imaging"

08/31/2021-09/16/2021

Participates as a teaching assistant for “POSCO Expert Training on AI Applications” at Pohang University of Science and Technology (POSTECH).

08/01/2021-08/05/2021

Attends the International Congress and Exposition on Noise Control Engineering (Inter-Noise) 2021 (online) and presents an oral presentation, "Generative Adversarial Neural Network for Semi-supervised Planetary Gearbox Fault Diagnosis".

05/14/2021

Is awarded the Best Paper Award at the Korean Society of Medical & Biological Engineering (KOSOMBE) 2021 spring conference (online) for his oral presentation, "Deep Learning-based Acceleration of Optical Coherence Tomography Angiography".

04/16/2021

Is awarded the Best Paper Award at the Bio Engineering Division of the Korean Society of Mechanical Engineers (KSME) 2021 spring conference (online) for his poster presentation, "Integrated Deep Learning Framework for Accelerated Optical Coherence Tomography Angiography".

04/16/2021

Gives an invited talk, “Engineering Applications of Deep Learning”, at Inha University.

02/22/2021-03/15/2021

Participates as a teaching assistant for “Samsung Heavy Industries Hands-on AI Tutorials” at Pohang University of Science and Technology (POSTECH).

11/18/2020-11/20/2020

Attends the Korean Society for Noise and Vibration Engineering (KSNVE) 2020 fall conference (Jeju, KR) and presents an oral presentation, "Deep Learning-based Estimation of the Unknown Road Profile and State Variables for the Vehicle Suspension System".

09/2020-12/2020

Participates as a teaching assistant for “MECH199 Freshman Research Participation” at Pohang University of Science and Technology (POSTECH).

08/23/2020-08/26/2020

Attends the International Congress and Exposition on Noise Control Engineering (Inter-Noise) 2020 (online) and presents an oral presentation, "Attention-based LSTM Network for Unknown Road Input Estimation and Sensor Selection for Applications in Vehicle Suspension Control".

08/10/2020-08/25/2020

Participates as a teaching assistant for “POSCO Expert Training on AI Applications” at Pohang University of Science and Technology (POSTECH).

07/22/2020-07/23/2020

Attends the Korean Society for Prognostics & Health Management (KSPHM) 2020 spring conference (Seoul, KR) and presents a poster presentation, "Deep Learning-based Stem Cell Image Analysis: Cell Classification and Functional Structure Interpretation".

07/13/2020-07/30/2020

Visits the POSTECH-CATHOLIC Biomedical Engineering Institute (PCBMI) at Seoul St. Mary's Hospital as a visiting research assistant.

03/01/2020-05/31/2020

Visits the Korea Institute of Robotics and Technology Convergence (KIRO) as a visiting research assistant.

02/21/2020

Receives a B.S. degree in Mechanical Engineering at Inha University.

11/26/2019

Is granted admission as an M.S. student in mechanical engineering at Pohang University of Science and Technology (POSTECH) and joins the Industrial Artificial Intelligence (iAI) Lab. as a research assistant.

03/13/2018 & 09/11/2018

Is awarded the Dean's List at Inha University College of Engineering during the 2017 fall and 2018 spring semesters.

01/11/2018

Is awarded the Grand Prize from the Minister of Science and ICT of the Republic of Korea at the 2018 X-Corps Festival for developing a semi-active magnetorheological cabin mount with Hyundai Doosan Infracore.

11/23/2017

Is awarded the Excellence Prize at the 2017 INHA Group for Problem Solving (iGPS) Competition for developing a semi-active magnetorheological cabin mount with Hyundai Doosan Infracore.