Jiyong Kim
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    • Constraint-Aware Large-Scale 3D Layout Optimization via Hybrid Deep Reinforcement Learning
    • From Idea to Engineering-Aware Product Design: A Case Study of Toy Car Development
    • Safe Reinforcement Learning for 3D Large Scale Constrained Layout Optimization
    • Point-based Diffusion Model for Predicting 2D Spatio-Temporal and 3D Large-Scale Physical Systems with Shape Variations
    • Comparative Study of Spatiotemporal Prediction Performance in 2D Cylinder Fluid Flow: Meshgraphnet vs Neural Implicit Representation
    • A Hypergraph Neural Network-Based Surrogate Model for Predicting the Durability of OLED Displays under Drop Impact
    • Impact Analysis using Graph Neural Networks and Node-Element Hypergraph
    • Large-scale Layout Optimization for Chemical Plant
    • Machine Learning-based Crashworthiness Prediction and Sensitivity Analysis
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    • 실적기반 선박 엔진룸 장비 배치 알고리즘 개발
    • 차량 개발의 신속성 확보 위한 생성형 AI와 Parametric Design 연계한 클로저 시스템 설계 방법론 연구
  • News[awards]s
    • Title: Safe Reinforcement Learning for 3D Large Scale Constrained Layout Optimization
  • Publications
    • Point-based Diffusion Model for Predicting Spatio-Temporal Dynamics in Physical Systems
    • Design Optimization of OLED Display Panels for Drop Impact Resistance Using A Graph Neural Network
  • Publications
    • Point-wise Diffusion Models for Physical Systems with Shape Variations: Application to Spatio-temporal and Large-scale system
    • Physics-Constrained Graph Neural Networks for Spatio-Temporal Prediction of Drop Impact on OLED Display Panels
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  • Project[completed]s
    • 아이디어를 현실로 만드는 Generative Manufacturing 기술개발
    • GENERATIVE DESIGN과 MESHGRAPHNET을 활용한 패널 적층 구조 최적화 요소 기술 개발
    • GENERATIVE DESIGN 기술을 활용한 기기배치 자동화 개발(알고리즘 개발)
    • TV 설계자동화 : AI GENERATIVE DESIGN 기반 설계자동화

실적기반 선박 엔진룸 장비 배치 알고리즘 개발

April, 2026 · 1 min read

Development of an Equipment Layout Algorithm for Ship Engine Rooms Using Historical Ship Engine Room Layout Design Data (2026.4 - 2026.9)

Last updated on April, 2026
Ship Engine Room Historical Design Data Automated Layout Design
Jiyong Kim
Authors
Jiyong Kim
Ph.D. student at KAIST
차량 개발의 신속성 확보 위한 생성형 AI와 Parametric Design 연계한 클로저 시스템 설계 방법론 연구 June, 2025 →

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