Wenjian Guo

national university of defense technology

H指数:11

被引数:336

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Efficient optimization of ultra-high temperature ceramic oxidation resistance based on limited data via GAN-enhanced active learning

基于有限数据并通过生成对抗网络（GAN）增强主动学习对超高温陶瓷抗氧化性能的高效优化

Journal of Alloys and Compounds

IF6.3

2025-07-290

PRE

Accelerated hardness optimization of ultra-high temperature ceramics via Generative Adversarial Network − enhanced active learning

通过生成对抗网络增强的主动学习加速超高温陶瓷硬度优化

Computational Materials Science

IF3.3

2025-06-090

PRE

Accelerated discovery of near-zero ablation ultra-high temperature ceramics via GAN-enhanced directionally constrained active learning

通过GAN增强的方向约束主动学习加速近零烧蚀超高温陶瓷的发现

ADVANCED POWDER MATERIALS

IF24.9

2025-06-010

OAAI

Accelerated design of high thermal conductivity Si3N4 ceramics based on machine learning

基于机器学习的高导热Si3N4陶瓷加速设计

Ceramics International

IF5.6

2025-05-050

PRE

Oxidation and ablation resistance of (TiZrHf)C medium-entropy ceramic coating on C/C composite constructed in-situ at low temperature down to 900°C

JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

IF6.2

2025-03-010

PRE

Accelerated discovery and formation mechanism of high-entropy carbide ceramics using machine learning based on low-cost descriptors

基于低成本描述符的机器学习加速高熵碳化物陶瓷的发现和形成机理

JOURNAL OF ALLOYS AND COMPOUNDS

IF6.3

2024-11-010

PRE

Analysis and regularity of ablation resistance performance of ultra-high temperature ceramic matrix composites using data-driven strategy

基于数据驱动策略的超高温陶瓷基复合材料抗烧蚀性能分析及规律

CERAMICS INTERNATIONAL

IF5.6

2024-09-014

PRE

Exploration of high-temperature oxidation resistance laws in ultra-high temperature boride ceramics through data-driven approaches

基于数据驱动的超高温硼化物陶瓷抗高温氧化规律研究

CORROSION SCIENCE

IF8.5

2024-04-011

PRE

Microstructures and formation mechanism of continuous carbon fiber-reinforced (TiZrHfNbTa)C high-entropy ceramic composites fabricated via high-entropy alloy reactive melt infiltration

CERAMICS INTERNATIONAL

IF5.6

2023-11-015

PRE

A novel strategy for rapid fabrication of continuous carbon fiber reinforced (TiZrHfNbTa)C high-entropy ceramic composites: High-entropy alloy in-situ reactive melt infiltration

JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

IF6.2

2023-06-0125

PRE

Ablation behavior of (TiZrHfNbTa)C high-entropy ceramics with the addition of SiC secondary under an oxyacetylene flame

氧乙炔火焰下二次添加SiC的 (TiZrHfNbTa)C高熵陶瓷的烧蚀行为

CERAMICS INTERNATIONAL

IF5.6

2022-05-0131

PRE

Polymer-metal slurry reactive melt infiltration: A flexible and controllable ceramic modification strategy for irregular C/C components

CERAMICS INTERNATIONAL

IF5.6

2021-12-014

PREAI

Controllable fabrication and mechanical properties of C/C-SiC composites based on an electromagnetic induction heating reactive melt infiltration

JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

IF6.2

2021-04-0123

PREAI

Preparation and formation mechanism of C/C-SiC composites using polymer-Si slurry reactive melt infiltration

聚合物-Si浆料反应熔渗制备C/c-sic复合材料及其形成机理

CERAMICS INTERNATIONAL

IF5.6

2020-04-0125

PREAI

A new strategy for high-value reutilization of recycled carbon fiber: Preparation and friction performance of recycled carbon fiber felt-based C/C-SiC brake pads

CERAMICS INTERNATIONAL

IF5.6

2019-09-0115

PREAI

Gel reactive melt infiltration: A new method for large-sized complex-shaped C/C components ceramic modification

CERAMICS INTERNATIONAL

IF5.6

2019-08-015

PREAI

Wenjian Guo

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