Former

Master course, 2022.03 - 2024.02

Thesis: Development of Deep Learning based Prediction Model on Shale Gas Production at Montney Formation, Canada

Achievements: 

(2024, co-author) non-SCI paper

(2024, first author) non-SCI paper

(2024, first author) non-SCI paper

(2025, co-author) SCI paper

[공주대학교, 박사과정 진학]

Master course, 2021.03 - 2023.02

Thesis: Development of Deep Learning based Prediction Model on Shale Gas Production at Montney Formation, Canada

Achievements: 

(2021) KIGAM AI Contest (KIGAM homepage)

(2023, co-author) non-SCI paper

(2024, first-author) non-SCI paper

(2024, co-author) non-SCI paper

[공주대학교, 박사과정 진학]

Master course, 2021.03 - 2023.02

Thesis: Sensitivity analysis of thermal recovery performance for the type of top and bottom thief zones oil sands reservoir

[비전공 취업]

Master course, 2021.03 - 2023.02

Thesis: Development of mineral composition analysis model using deep learning with domain knowledge-based data preprocessing

Achievements: 

(2022, co-author) SCI Paper

(2025, first author) SCI Paper

[에스코컨설턴트, 사원]

Master course, 2024.03 - 

Thesis: 

[도화엔지니어링, 사원]

Undergraduate Student, 2023.02 - 2023.12

Achievements: (2023) KOMIR AI contest

[(주)성광이엔지, 사원]

Master course, 2021.03 - 2021.12

Machine learning application to shale gas data

[비전공 취업]

Undergraduate Student, 2024.05 - 2024.12

Machine learning application to XRD data

[비전공 취업]

Undergraduate Student, 2024.02 - 2025.01

Economic analysis for steam and gas push (SAGP) method

[대학원 진학]

Visiting PhD Student, 2021.05 - 2022.01

China University of Geoscience (Supervisor: Prof. Fulong Ning)

Effect of nanoparticles on gas hydrate formation (Google Scholar)

[Anhui University of Science and Technology] 

Research Professor, 2024.06 - 2025.05

Forecasting Production Trends Using Oil and Gas Production Data

 (ORCID)

[National Korea Maritime & Ocean University]