교수소개
서울대학교 수학교육과를 졸업하여 동 대학원 수리과학부에서 석사, 박사학위를 취득했다. 주요 연구 분야는 수치해석, 전산 유체역학, 수학적 최적화, 인공지능 및 산업응용수학등이며, 관련 논문들을 SCIE급 국제학술지에 발표하였다. 한국산업응용수학회(KSIAM), 대한수학회(KMS), 한국전산유체공학회(KSCFE)회원으로 활동 중이며, 현재 한국산업응용수학회(KSIAM)에서 총무이사를 역임하고 있다.
He graduated from the Department of Mathematics Education at Seoul National University, where he also received his M.S. and Ph.D. degrees in Mathematical Sciences. His research interests include numerical analysis, computational fluid dynamics, mathematical optimization, artificial intelligence, and industrial mathematics. He is an active member of the Korean Society for Industrial and Applied Mathematics (KSIAM), the Korean Mathematical Society (KMS), and the Korean Society for Computational Fluids Engineering (KSCFE), and currently serves as General Affairs Director of KSIAM.
최종학력
2015.08.31 | 서울대학교 | 수리과학부 | 이학박사
연구실적
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2025.09
| 교신저자
| KNOWLEDGE-BASED SYSTEMS, 제325권
FBFU-Net: Flow Branches Fusion U-Net for predicting flow fields around buildings -
2025.08
| 교신저자
| MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES, 제13권 35호, pp.1-33
Random sampling-based gradient descent method for optimal control problems with variance reduction -
2025.02
| 교신저자
| COGNITIVE COMPUTATION, 제17권 1호
Density Estimation-Based Stein Variational Gradient Descent -
2024.12
| 교신저자
| JOURNAL OF THE KOREAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 제28권 4호, pp.271-285
REFINED PERFORMANCE ESTIMATION FOR THE l-STEP LOOKAHEAD POLICY IN REINFORCEMENT LEARNING -
2024.01
| 공동저자
| JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 제436권
Iterative Update Sample Consensus (IUSAC): A repeatable algorithm for optimal consensus set -
2023.09
| 교신저자
| JOURNAL OF COMPUTATIONAL PHYSICS, 제488권
A super-convergence analysis of the Poisson solver with Octree grids and irregular domains -
2022.09
| 제1저자
| JOURNAL OF COMPUTATIONAL PHYSICS, 제464권
Super-convergence analysis on two symmetric Poisson solvers in octree grids -
2022.07
| 교신저자
| APPLIED INTELLIGENCE
Membership score machine for highly nonlinear classification for small data -
2021.05
| 제1저자
| JOURNAL OF COMPUTATIONAL PHYSICS, 제433권
Optimal preconditioners on solving the Poisson equation with Neumann boundary conditions -
2020.12
| 공동저자
| JOURNAL OF THE KOREAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 제24권 4호, pp.331-350
Gradient Explosion Free Algorithm for Training Recurrent Neural Networks -
2019.12
| 공동저자
| JOURNAL OF THE KOREAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 제23권 4호, pp.351-365
AN OPTIMAL CONTROL APPROACH TO CONFORMAL FLATTENING OF TRIANGULATED SURFACES -
2019.11
| 제1저자
| JOURNAL OF COMPUTATIONAL PHYSICS, 제397권
A semi-implicit and unconditionally stable approximation of the surface tension in two-phase fluids -
2019.10
| 공동저자
| JOURNAL OF SCIENTIFIC COMPUTING, 제81권 1호, pp.217-251
A Second-Order Boundary Condition Capturing Method for Solving the Elliptic Interface Problems on Irregular Domains -
2019.08
| 교신저자
| IEEE ACCESS, 제7권, pp.121998-122005
Mathematical Analysis on Information-Theoretic Metric Learning With Application to Supervised Learning -
2019.06
| 교신저자
| JOURNAL OF THE KOREAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 제23권 2호, pp.93-114
AN ENERGY-STABLE AND SECOND-ORDER ACCURATE METHOD FOR SOLVING THE INCOMPRESSIBLE NAVIER-STOKES EQUATIONS -
2018.07
| 공동저자
| JOURNAL OF COMPUTATIONAL PHYSICS, 제365권, pp.7-17
Parallel redistancing using the Hopf–Lax formula -
2018.06
| 교신저자
| SIAM JOURNAL ON SCIENTIFIC COMPUTING, 제40권 3호, pp.1763-1783
DUAL-MESH CHARACTERISTICS FOR PARTICLE-MESH METHODS FOR THE SIMULATION OF CONVECTION-DOMINATED FLOWS -
2018.05
| 제1저자
| JOURNAL OF COMPUTATIONAL PHYSICS, 제360권, pp.104-119
An energy-stable method for solving the incompressible Navier–Stokes equations with non-slip boundary condition -
2017.05
| 교신저자
| JOURNAL OF SCIENTIFIC COMPUTING, 제71권 2호, pp.875-895
An Essentially Non-oscillatory Crank-Nicolson Procedure for the Simulation of Convection-Dominated Flows -
2017.02
| 제1저자
| JOURNAL OF COMPUTATIONAL PHYSICS, 제330권, pp.268-281
Revisiting the redistancing problem using the Hopf-Lax formula -
2016.03
| 제1저자
| JOURNAL OF SCIENTIFIC COMPUTING, 제66권 3호, pp.1025-1051
Full 3D Simulations of Two-Phase Core-Annular Flow in Horizontal Pipe Using Level Set Method
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2022.12
| 단독
| 한빛아카데미
머신러닝을 위한 수학 : 핵심 알고리즘 3가지로 배우는 최적화 -
2021.01
| 단독
| 한빛아카데미
데이터 과학을 위한 기초수학 : with 파이썬 -
2019.01
| 공동
| 한빛아카데미
스트랭 미분적분학 -
2018.09
| 공동
| 한빛아카데미
수치해석학 바이블
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2022.01.05
| 공동발명자
| ㈜엔글링크
‘ATCFD’의 상표권에 대한 기술이전