Seung-Chul Lee

Korea Advanced Institute of Science and Technology

H指数:52

被引数:9,474

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Accurate thermal analysis of a Li-ion battery under various operating conditions via a physics-informed deep operator network

基于物理信息深度算子网络的锂离子电池在不同工况下的精确热分析

International Communications in Heat and Mass Transfer

IF6.4

2026-09-080

PRE

Deep Learning-Based Prediction of Epithelial Cytokine Responses for the Selection of Functionally Consistent Airway Organoids

基于深度学习的上皮细胞因子响应预测，用于选择功能一致的气道类器官

Biomimetics

IF3.9

2026-08-200

Physics-informed laplace neural operator for solving partial differential equations

物理信息拉普拉斯神经算子求解偏微分方程

Journal of Computational Physics

IF3.8

2026-08-010

PRE

Machine learning guided formulation design of digital light processing printable elastomers beyond viscosity stretchability tradeoff

机器学习指导的数字光处理可打印弹性体的配方设计：超越粘度与拉伸性的权衡

Nature Communications

IF15.7

2026-06-040

OAAI

A geometry-adaptive physics-informed operator framework generalized for arbitrary geometries

一种适用于任意几何形状的几何自适应物理信息算子框架

Engineering Applications of Artificial Intelligence

IF8

2026-03-160

PRE

High-Resolution neural attenuation field for industrial computed tomography

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2026-01-210

OAAI

STAR-APTV: Deep learning-enabled 3D flow reconstruction in evaporating multicomponent droplets

Measurement

IF5.6

2026-01-140

PRE

Physics-informed machine learning across manufacturing processes: Recent advances, challenges, and directions

融合制造过程的物理信息机器学习：最新进展、挑战与方向

Journal of Manufacturing Systems

IF14.2

2026-01-120

PRE

Novel Evaluation Method for Wear Volume Based on Wear Scars Using Segmentation and Principal Component Analysis

基于磨损疤痕、利用分割和主成分分析的新型磨损体积评估方法

Tribology Transactions

IF2.2

2025-12-010

PRE

Automated High-Fidelity 3D Reconstruction of Middle-Ear Ossicles from Low-Resolution Clinical CT using a Deep Learning Pipeline

基于深度学习流水线的低分辨率临床CT中耳听小骨自动化高保真3D重建

Hearing Research

IF2.5

2025-11-260

PRE

MicGraphNet: Microphone graph network for cross-correlation-based time delay estimation for accurate sound source localization

MicGraphNet：基于互相关的时间延迟估计麦克风图网络，用于精确声源定位

Measurement

IF5.6

2025-10-310

PRE

A systematic review on the associations between low back pain and frailty in community-dwelling older adults

关于社区居住老年人腰痛与虚弱之间关联的系统评价

CHIROPRACTIC & MANUAL THERAPIES

IF2.3

2025-09-290

OAAI

Deep learning framework for image enhancement of phased array ultrasonic imaging

相控阵超声成像图像增强的深度学习框架

Results in Engineering

IF7.9

2025-08-250

OAAI

Multi-fidelity learning-based latent diffusion model for three-dimensional inverse microstructure design of dual phase steels

基于多保真度学习的高维扩散模型用于双相钢三维逆向微观结构设计

Materials & Design

IF7.9

2025-08-210

OAAI

Model-informed deep-learning photoacoustic reconstruction for low-element linear array

模型指导的深度学习光声重建技术用于低元件线性阵列

Photoacoustics

IF6.8

2025-05-160

Extended multiphysics-informed neural network for conjugate heat transfer problems

扩展的多物理场感知神经网络用于共轭传热问题

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

IF5.8

2025-05-020

PRE

Active Learning Framework for Expediting the Search of Thermodynamically Stable MXenes in the Extensive Chemical Space

ACS NANO

IF16

2024-10-140

PRE

Uncovering the Relationship between Metal Elements and Mechanical Stability for Metal-Organic Frameworks

ACS APPLIED MATERIALS & INTERFACES

IF8.2

2024-09-230

PRE

The combined effect of vacuum-skin packaging and oxygen absorbers on the color stability and physicochemical properties of wet-aged Chikso beef

FOOD PACKAGING AND SHELF LIFE

IF10.6

2024-06-012

PRE

Single domain generalizable and physically interpretable bearing fault diagnosis for unseen working conditions

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-05-0114

PRE

Seung-Chul Lee

个人简介

教育背景

工作经历

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