연세대학교 계산과학공학

Bayesian predictive modeling of indoor ultrafine particles to enhance mid-cost monitoring

Y Hyun; D Rim; L Wallace; JI Choi

ENVIRONMENTAL RESEARCH, 202501

Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint

YM Shin; S Li; X Cao; WY Shin

THIRTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-25, VOL 39 NO 19, 202502

Numerical investigation of flow and heat transfer characteristics in buoyancy-driven convection around cylinder arrays within an enclosure

T Xu; JI Choi

PHYSICS OF FLUIDS, 202502

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

A new approach for efficient nonequilibrium quantum transport computation in electroluminescent quantum dots

E Lee; U Dorligjav; R James; B Kim; HU Cho; S Baek

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 202504

Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation

JD Park; JYoo; WY Shin

PROCEEDINGS OF THE ACM WEB CONFERENCE 2025, WWW 2025, 202504

Leveraging Member-Group Relations via Multi-View Graph Filtering for Effective Group Recommendation

CH Kim; YR Choi; JD Park; WY Shin

COMPANION PROCEEDINGS OF THE ACM WEB CONFERENCE 2025, WWW COMPANION 2025, 202504

Ranking Items by the Current-Preferences and Profits: A List-wise Learning-to-Rank Approach to Profit Maximization

HK Bae; HR Jang; WY Shin; SW Kim

PROCEEDINGS OF THE ACM WEB CONFERENCE 2025, WWW 2025, 202504

Surrogate model-based parameter estimation framework of physics-based model for vanadium redox flow batteries

J Ha; Y Kim; JI Choi

APPLIED ENERGY, 202504

Effective data selection via deep learning processes and corresponding learning strategies in ultrasound image classification

H Lee; JY Kwak; E Lee

SCIENTIFIC REPORTS, 202505

Local stress fields prediction using global displacement through Fourier neural operators

M Shin; M Seo; H Choi; J Jung; K Yoon

JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, 202505

Enhancing diagnostic accuracy of thyroid nodules: integrating self-learning and artificial intelligence in clinical training

D Kim; YA Hwang; Y Kim; HS Lee; E Lee; H Lee; JH Yoon; VY Park; M Rho; J Yoon; SE Lee; JY Kwak

ENDOCRINE, 202506

Genetic algorithm-based optimal film cooling design for gas turbine endwalls under real operating conditions

J Choi; J Kim; J Lee; JH Im; HH Cho; JI Choi

PHYSICS OF FLUIDS, 202506

A Primal Staggered Discontinuous Galerkin Method on Polytopal Meshes

L Chen; X Huang; EJ Park; R Wang

JOURNAL OF SCIENTIFIC COMPUTING, 202507

A Unified Framework for Exploratory Learning-Aided Community Detection Under Topological Uncertainty

YHou; C Tran; M Li; WY Shin

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 202507

Finite element approximation to the non-stationary quasi-geostrophic equation

D Kim; AK Pani; EJ Park

ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS, 202507

Centrality-Based Node Feature Augmentation for Robust Network Alignment

JD Park; C Tran;WY Shin; X Cao

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 202508

Radiotranscriptomics in papillary thyroid carcinoma complement current noninvasive risk stratification system

DH Seo; E Lee; JH Yoon; EG Park; S Park; HY Lee; J Ho;CR Lee; K Han; J Lee; JY Kwak; YS Jo

SCIENCE ADVANCES, 202508

Deep learning-based real-time estimation of transcranial focused ultrasound acoustic field

M Jang; M Choi; I Jeong; SS Yoo; K Yoon; G Noh

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 202509

On the connection between the stabilization-free polygonal element and staggered discontinuous Galerkin methods

H Park; EJ Park

MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 202509

Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning

DH Seo; J Son; N Kim; WY Shin; SW Kim

PROCEEDINGS OF THE 33RD ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2024, 202510

Leveraging Trustworthy Node Attributes for Effective Network Alignment

DH Seo; JH Lim; WY Shin; SW Kim

PROCEEDINGS OF THE 33RD ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2024, 202510

Reduced-order modeling for uncertainty quantification of parameterized fluid-structure interaction problems

T Xu; X Sun; JI Choi

JOURNAL OF COMPUTATIONAL PHYSICS, 202510

A parameter-robust Crouzeix-Raviart finite element method for the Brinkman model

EJ Park; H Park

JOURNAL OF SCIENTIFIC COMPUTING, 202511

Focused Ultrasound-mediated Disruption of Plasma Protein Binding Enhances Chemotherapeutic Effects of Paclitaxel on Xenografted Ovarian Cancer in Mice

SS Yoo; K Banish; A Fahmi; C Glasener; K Yoon; S Betharia; Y Zhang; K Elias; N Horowitz

ANTICANCER RESEARCH, 202511

Battery field data and why it matters: Foundations for real-world electric vehicles

K Kim; K Cho; K Lee; J Yoon; JI Choi

ETRANSPORTATION, 202512

Optimization of film cooling hole using Genetic algorithm for enhanced turbine endwall cooling performance

J Lee; HS Park; HS Sohn; J Kim; J Choi; JI Choi; HH Cho

ENERGY, 202512