연세대학교 계산과학공학

Deep-learning-based reduced-order modeling to optimize recuperative burner operating conditions

M Yang; S Kim; X Sun; S Kim; J Choi; TS Park; JI Choi

APPLIED THERMAL ENGINEERING, 202401

Edgeless-GNN: Unsupervised Representation Learning for Edgeless Nodes

YM Shin; C Tran; WY Shin; X Cao

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 202401

Effects of inclination angle on Rayleigh-Benard convection under non-Oberbeck-Boussinesq approximation in air

X Pan; JI Choi

INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 202402

Machine learning investigation of high-k metal gate processes for dynamic random access memory peripheral transistor

N Kwon; J Bang; WJ Sung; JH Han; D Lee; I Jung; SG Park; H Ban; S Hwang; WY Shin; J Bae; D Lee

APL MATERIALS, 202402

A locally conservative staggered least squares method on polygonal meshes

L Zhao; EJ Park

MATHEMATICS IN ENGINEERING, 202403

Large-eddy simulation-based wind and thermal comfort assessment in urban environments

G Oh; M Yang; JI Choi

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS, 202403

Numerical study of underwater explosion shock loading near a rigid dam

W Yu; JI Choi

JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 202403

SiReN: Sign-Aware Recommendation Using Graph Neural Networks

C Seo; KJ Jeong; S Lim; WY Shin

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 202404

Bilevel-optimized continual learning for predicting capacity degradation of lithium-ion batteries

M Lee; S Kim; S Kim; JI Choi

JOURNAL OF ENERGY STORAGE, 202405

IM-META: Influence Maximization Using Node Metadata in Networks With Unknown Topology

C Tran; WY Shin; A Spitz

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 202405

Super-resolution techniques for biomedical applications and challenges

M Shin; M Seo; K Lee; K Yoon

BIOMEDICAL ENGINEERING LETTERS, 202405

A Multi-GPU Based Real-Time Large-Eddy Simulation of Urban Wind in Seoul

M Yang; G Oh; T Xu; J Kim; JH Kang; JI Choi

JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME, 202407

Adaptive Multi-level Algorithm for a Class of Nonlinear Problems

D Kim; EJ Park; B Seo

COMPUTATIONAL METHODS IN APPLIED MATHEMATICS, 202407

Bayesian predictive modeling for gas purification using breakthrough curves

Y Hyun; G Oh; J Lee; H Jung; MK Kim; JI Choi

JOURNAL OF HAZARDOUS MATERIALS, 202407

tFUSFormer: Physics-Guided Super-Resolution Transformer for Simulation of Transcranial Focused Ultrasound Propagation in Brain Stimulation

M Shin; M Seo; SS Yoo; K Yoon

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 202407

Artificial intelligence for ultrasound microflow imaging in breast cancer diagnosis

NL Eun; E Lee; AY Park; EJ Son; JA Kim; JH Youk

ULTRASCHALL IN DER MEDIZIN, 202408

Energy-Efficient Edge Learning via Joint Data Deepening-and-Prefetching

S Kook; WY Shin; SL Kim; SW Ko

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 202408

Immune response and mesenchymal transition of papillary thyroid carcinoma reflected in ultrasonography features assessed by radiologists and deep learning

J Lee; JH Yoon; E Lee; HY Lee; S Jeong; S Park; YS Jo; JY Kwak

JOURNAL OF ADVANCED RESEARCH, 202408

Bayesian impedance deconvolution using timescale distribution for lithium-ion battery state estimation

S Kim; JI Choi

JOURNAL OF ENERGY STORAGE, 202410

PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks

YM Shin; SW Kim; WY Shin

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 202410

Unveiling the unseen potential of graph learning through MLPs: Effective graph learners using propagation-embracing MLPs

YM Shin; WY Shin

KNOWLEDGE-BASED SYSTEMS, 202410

Enforcing interface field continuity to advance finite element approximations in heterogeneous materials

H Na; E Lee

RESULTS IN APPLIED MATHEMATICS, 202411

Mesoporous graphite felt electrode prepared via thermal oxidative etching on all-vanadium redox flow batteries

SH Park; J Ha; DW Kim; C Hwang; JI Choi; HS Park; Y Kim

CHEMICAL ENGINEERING JOURNAL, 202411

A novel proposition of radiation energy conservation in radiation dose deformation using deformable image registration

J Kim; K Yoon; JW Kim; JS Kim

PHYSICS IN MEDICINE AND BIOLOGY, 202412

Multi-modal networks for real-time monitoring of intracranial acoustic field during transcranial focused ultrasound therapy

M Seo; M Shin; G Noh; SS Yoo; K Yoon

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 202412

PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment

M Shin; M Seo; S Cho; J Park; JH Kwon; D Lee; K Yoon

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 202412

PhysRFANet: Physics-guided neural network for real-time prediction of thermal effect during radiofrequency ablation treatment

M Shin; M Seo; S Cho; J Park; JH Kwon; D Lee; K Yoon

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 202412

A novel least squares approach generating approximations orthogonal to the null space of the operator

E Lee; Y Shin

APPLIED NUMERICAL MATHEMATICS, 202501

Selective denoising autoencoder for classification of noisy gas mixtures using 2D transition metal dichalcogenides

I Sohn; WY Shin; S Shin; J Yoo; D Shin; M Kim; SI Choi; SM Chung; H Kim

TALANTA, 202502