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Showing results 1 to 20 of 26

1 Article A point cloud-based mesh-independent convolutional neural network frameworks for flow field prediction on variable geometries Hwang, Wontae ; Kim, Sooyoung ; Park, Donghyun ; et al 2025-05
2 Thesis A Spectral Flux-Shaping Finite-Volume Method with Zero Pass-Band Dissipation: A Low-Dissipation Conservative Scheme Based on Upwind Flux Splitting Chanho Park 2026
3 Thesis Adaptive Sampling and Machine learning methods for Efficient Meta-model and application to Real-Time Target Tracking Gwonyeol Lee 2024
4 Article Aerodynamic flow analysis using conditional convolutional autoencoder in various flow conditions and application to CFD-based design optimization Hwang, Wontae ; Lee, Donggun ; Shin, Junghun ; et al 2025-09
5 Article Aerodynamic shape optimization using a time spectral coupled adjoint for nonlinear aeroelastic problems Prasad, Rachit ; Choi, Seongim ; Patil, Mayuresh 2022-07
6 Conference Paper Autonomous Operation of UAS in Complex Environments Using Data- and Vision-Based Deep Reinforcement Learning and Validation by AirSim and Flight Test Ko, Taehyun ; Park, Jinhyuk ; Shim, Junki ; et al 2025-07-21
7 Conference Paper Autonomous Operation of UAS in Complex Environments Using Data- and Vision-Based Deep Reinforcement Learning and Validation by AirSim and Flight Test Ko, Taehyun ; Park, Jinhyuk ; Shim, Junki ; et al 2025-07-25
8 Article CFD analysis and design of bypass dual throat nozzle for high-performance fluidic thrust vectoring Park, Chanho ; Lee, Woochan ; Choi, Seongim 2025-03
9 Conference Paper Correction: Wing Shape Optimization of Underwater Floats With Motion Constraints (American Institute of Aeronautics and Astronautics Inc, AIAA) Lee, Donggun ; Choi, Seongim ; Chao, Yi ; et al 2025-01-10
10 Thesis Data-Driven Prediction of Controllability of Fighter Aircraft and Real-time Aerodynamic Analysis using Physics-Informed Neural Network Sungyeon, Kim 2025
11 Article Design by adaptive infill sampling with multi-objective optimization for exploitation and exploration Choi, Jae-Young ; Park, Jangho ; Yi, Seulgi ; et al 2022-01
12 Article Detection of hydrogen gas leak using distributed temperature sensor in green hydrogen system Yang, Donguk ; Oh, Jaedeok ; Lee, Gwonyeol ; et al 2024-09
13 Thesis Development of Data-Driven Real-Time Urban Air Mobility(UAM) Operation Methods Jaejun Jang 2023
14 Thesis DRL Methods and GA based Experience-Reputation Network for UAV Optimal Path Planning 박진혁 2025
15 Thesis Flow Prediction using Machine Learning based Reduced Order Models and Application to Shape Design Optimization Wontae Hwang 2024
16 Thesis Grid- and geometry-independent AI-CFD Acceleration for unsteady flow calculation Shim kwangseon 2026
17 Article Optimal management of green hydrogen production in renewable energy systems using deep reinforcement learning methods Yang, Donguk ; Shim, Junki ; Lee, Jinkun ; et al 2026-03
18 Thesis Optimal Operation of Green Hydrogen Production System Using a Deep Reinforcement Learning Method Donguk Yang 2024
19 Article Patent analysis on green hydrogen technology for future promising technologies Yang, Donguk ; Lee, Juhaeng ; Song, Nicholas Chaehoon ; et al 2023-10
20 Thesis Real-Time UAS Path Planning and Autonomous Target Tracking Methods using Deep Reinforcement Learning and Imitation Learning, and Validation with Flight Test Junki Shim 2024

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