연구실적

<논문>

- 진성원, 이남길, 김지범, Time-LLM 모델을 활용한 국내 전기계량 데이터 활용 연구, 전자공학회 논문지, 2024. 

- M. Jung, M. Kim, J. Kim, ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design Models, IEEE Access, 2024

- M. Jung, J. Lee, J. Kim, A Lightweight CNN-Transformer Model for Learning Traveling Salesman Problems, Applied Intelligence, 2024. 

- 트랜스포머 오토인코더와 Diffusion 모델을 사용한 3D CAD 모델 생성 방법,전자공학회논문지 ,제60권(집) ,제12호 ,PP.25~28 ,2023.12.31

- GMR-Net: GCN-based mesh refinement framework for elliptic PDE problems,ENGINEERING WITH COMPUTERS ,제39권(집) ,제5호 ,PP.3721~3737 ,2023.03.30

- 불균일한 메쉬 생성을 위한 데이터 기반의 메쉬 세분화 프레임워크,전자공학회논문지 ,제59권(집) ,제10호 ,PP.76~85 ,2022.10.25

- A Cost-Effective CNN-LSTM-Based Solution for Predicting Faulty Remote Water Meter Reading Devices in AMI Systems,SENSORS ,제21권(집) ,제18호 ,2021.09.17

- A Data-Driven Approach for Simultaneous Mesh Untangling and Smoothing Using Pointer Networks,IEEE Access ,제8권(집) ,PP.70329~70342 ,2020.04.08

- Improved Simultaneous Mesh Untangling and Quality Improvement Methods of 2D Triangular Meshes,International Journal of Computational Methods ,제16권(집) ,제8호 ,2019.12.01

- A Deviation-based Dynamic Vertex Reordering Technique for 2D Mesh Quality Improvement,Symmetry-Basel ,제11권(집) ,제7호 ,2019.07.11

- Experiencing LoRa Network Establishment on a Smart Energy Campus Testbed,Sustainability ,제11권(집) ,제7호 ,2019.03.30

- 기계 학습 및 딥러닝 알고리즘을 사용한 스마트 수도미터 시스템에서의 물 사용량 데이터 분석,전자공학회논문지 ,제55권(집) ,제7호 ,PP.31~39 ,2018.07.25

- Prioritized access control enabling weighted, fine-grained protection in cyber-physical systems,International Journal of Distributed Sensor Networks ,제13권(집) ,제12호 ,2017.12.26

- EFFECTIVE SCHEDULING OF GRID RESOURCESUSING FAILURE PREDICTION,COMPUTING AND INFORMATICS ,제35권(집) ,제2호 ,PP.369~390 ,2016.07.12

- 그래프 컬러링과 OpenMP를 이용한 병렬 메쉬 스무딩 알고리즘의 성능 분석,전자공학회논문지 ,제53권(집) ,제6호 ,PP.80~88 ,2016.06.30

- A Multiobjective Mesh Optimization Algorithm for Improving the Solution Accuracy of PDE Computations,International Journal of Computational Methods ,제13권(집) ,제1호 ,2016.02.01

- A hybrid mesh deformation algorithm using anisotropic PDEsand multiobjective mesh optimization,COMPUTERS & MATHEMATICS WITH APPLICATIONS ,제70권(집) ,제8호 ,PP.1830~1851 ,2015.10.01

- Untangling polygonal and polyhedral meshes via mesh optimization,ENGINEERING WITH COMPUTERS ,제31권(집) ,제3호 ,PP.617~629 ,2015.07.01

- Segment delay learning from quantized path delay measurements,IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS ,제34권(집) ,제6호 ,PP.1038~1042 ,2015.06.01

- A Derivative-Free Mesh Optimization Algorithm for Mesh Quality Improvement and Untangling,MATHEMATICAL PROBLEMS IN ENGINEERING ,제2015권(집) ,2015.04.01

- A hybrid algorithm for online location update using feature point detection for portable devices,KSII Transactions on Internet and Information Systems ,제9권(집) ,제2호 ,PP.600~619 ,2015.02.28

- Correlation Between Mesh Geometry and Stiffness Matrix Conditioning for Nonlocal Diffusion Models,East Asian Journal on Applied Mathematics ,제4권(집) ,제4호 ,PP.312~328 ,2014.11.05

- An Efficient Approach for Solving Mesh Optimization Problems Using Newton's Method,MATHEMATICAL PROBLEMS IN ENGINEERING ,제2014권(집) ,PP.1~9 ,2014.10.21

- NUMA 구조를 가진 고성능 컴퓨팅 시스템에서의 메쉬 재배열의 라플라시안 스무딩에 대한 효과,전자공학회논문지 ,제51권(집) ,제3호 ,PP.548~554 ,2014.03.28

- A multiobjective mesh optimization framework for mesh quality improvement and mesh (vol 94, pg 20, 2013),INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING ,제95권(집) ,제13호 ,PP.1113~1114 ,2013.03.29

- A numerical investigation on the interplay amongst geometry, meshes, and linear algebra in the finite element solution of elliptic PDEs,ENGINEERING WITH COMPUTERS ,제28권(집) ,제4호 ,PP.431~450 ,2012.10.01.

<저서>

- New Challenges in Grid Generation and Adaptivity for Scientific Computing,springer ,2015.06.14