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D

Donggeun Park

Korea Advanced Institute of Science and Technology

H指数:10

被引数:423

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Enhancing Specific Stiffness of Nano-Architected Materials Through Generative AI and Active Learning

通过生成式人工智能和主动学习增强纳米结构材料的比刚度

Advanced Science

IF14.1

2026-10-050

OAAI

An Energy-Based Physics-Informed Computational Framework for Forward and Inverse Flexoelectric Problems

基于能量的物理信息正向和逆向压电性问题计算框架

International Journal for Numerical Methods in Engineering

IF2.9

2026-02-280

PRE

Physics-informed neural network-based discovery of hyperelastic constitutive models from extremely scarce data

基于物理信息神经网络从极少数据中发现超弹性本构模型

Computer Methods in Applied Mechanics and Engineering

IF7.3

2025-08-130

PRE

Stabilization of molybdenum in CMP: Operando insights into distinct inhibitor adsorption pathways

钼在化学机械抛光中的稳定化：原位洞察不同的抑制剂吸附路径

Journal of Electroanalytical Chemistry

IF4.1

2025-08-050

PRE

Optimizing chamber systems for deposition processes in the semiconductor industry with deep learning framework: tackling small simulation datasets

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2025-02-270

PRE

Enhancing Prediction Performance and Generalizing for Transverse Behavior of Unidirectional Composites via Strategic Input Feature Augmentation

通过战略性输入特征增强提升单向复合材料横向行为的预测性能和泛化能力

ADVANCED THEORY AND SIMULATIONS

IF2.9

2025-01-070

PRE

Automated Microfluidic Systems Facilitating the Scalable and Reliable Production of Lipid Nanoparticles for Gene Delivery

BIOCHIP JOURNAL

IF6.1

2024-12-102

OA

Optimization of grid composite configuration to maximize toughness using integrated hierarchical deep neural network and genetic algorithm

MATERIALS & DESIGN

IF7.9

2024-02-015

OAAI

Deep generative spatiotemporal learning for integrating fracture mechanics in composite materials: inverse design, discovery, and optimization

用于集成复合材料断裂力学的深度生成时空学习: 逆向设计，发现和优化

MATERIALS HORIZONS

IF10.7

2024-01-012

PRE

Hierarchical Generative Network: A Hierarchical Multitask Learning Approach for Accelerated Composite Material Design and Discovery

ADVANCED ENGINEERING MATERIALS

IF3.3

2023-09-205

PRE

Double generative network (DGNet) pipeline for structure-property relation of digital composites

COMPOSITE STRUCTURES

IF7.1

2023-09-014

PRE

Machine learning-based inverse design methods considering data characteristics and design space size in materials design and manufacturing: a review

MATERIALS HORIZONS

IF10.7

2023-01-0119

PRE

A generalizable and interpretable deep learning model to improve the prediction accuracy of strain fields in grid composites

MATERIALS & DESIGN

IF7.9

2022-11-0122

OAAI

Multi-objective optimization and comparison of surrogate models for separation performances of cyclone separaror based on CFD, RSM, GMDH-neural network, back propagation-ANN and genetic algorithm

ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS

IF5.4

2019-12-0956

OAAI