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Data-Driven Simulation and Design Optimization Laboratory

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Analysis of the Environmental Impact of Green Hydrogen Refuelling System Through Life-Cycle Assessment (LCA)
  • AuthorDonguk Yang, Juhaeng Lee, Jinkun Lee, Seongim Choi, Youngjoo Kim
  • Year2024
  • SourceWorld Hydrogen Energy Conference 2024

Strategic Energy Regulation for Eco-Conscious Hydrogen Production Through Deep Reinforcement Learning
  • AuthorDonguk Yang, Junki Shim, Young-Bae Kim, Byeong Soo Oh, Jinkun Lee, Seongim Choi
  • Year2024
  • SourceWorld Hydrogen Energy Conference 2024

Optimal Energy Management for Green Hydrogen Production SystemUsing Deep einforcement Learning (DRL) Method
  • AuthorDonguk Yang, Junki Shim, Seongim Choi, Jinkun Lee, Young-Bae Kim
  • Year2024
  • SourceWorld Hydrogen Energy Conference 2024

전력계통 내 그린수소생산 최적 용량 및 위치 선정에 관한 연구
  • Author양동욱*, 박요한, 심준기, 이찬희, 이진근, 이석호, 최성임
  • Year2023
  • Source대한전기학회 추계학술대회

Deep Reinforcement Learning based Real-Time Path Planning and Flight Validation of small UAS Application
  • AuthorJinHyuk Park, Junki Shim, Gwonyeol Lee, Seongim Choi
  • Year2023
  • SourceAIAA SciTech

Data-Driven Methods for High-Fidelity Aerodynamic Analysis of Controllability of Fighter Aircraft
  • AuthorSungyeon Kim, Chanho Park and Seongim Choi.
  • Year2023
  • SourceACFD 2023

AI 기법을 활용한 이중목 노즐 형상 최적화
  • Author박찬호*, 최성임
  • Year2023
  • Source한국전산유체공학회 추계학술대회

Hull Form Design Optimization using ROM with Machine Learning and Active Subspace Methods
  • AuthorHwang, W., Kim, J., Choi, S., & Park, J.
  • Year2023
  • SourcePAAMES/AMEC

MPMO ISC를 이용한 효율적인 최적 설계 기법 연구
  • Author이권열* 심준기, 황원태, 홍창기, 최성임
  • Year2023
  • Source2023 추계 항공우주학회

LSTM 기반 궤적 예측 및 DRL 기반 실시간 경로 생성과 비행 시험 검증
  • Author박진혁*, 심준기, 이권열, 최성임
  • Year2023
  • Source2023 추계 항공우주학회
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