Johannes Reiner

Deakin University

H指数:20

被引数:1,570

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Machine Learning supported Bayesian inference on finite element input parameters to simulate uncertainty in progressive fracture tests of thin wood veneer laminates

基于机器学习的贝叶斯推断方法对有限元输入参数进行不确定性模拟，以应用于薄木单板层压板的渐进断裂测试。

Engineering Fracture Mechanics

IF5.3

2026-03-130

OAAI

Towards the probabilistic simulation of discontinuous ultra-thin Randomly Oriented Strands: Meso-macro modelling and uncertainty quantification

面向随机取向的间断超薄丝束的概率模拟：介观-宏观建模与不确定性量化

Composite Structures

IF7.1

2026-03-040

OAAI

Influence of post-processing on the Mode I and Mode II static fracture toughness of additively manufactured carbon fiber composites

后处理对增材制造碳纤维复合材料模式I和模式II静态断裂韧性的影响

Composite Structures

IF7.1

2025-09-220

OAAI

A comparison of energy absorption in axial crush tests between wood veneers, basalt fibre reinforced polymers and hybrid combinations

轴向压缩试验中木材单板、玄武岩纤维增强聚合物及混合组合的能量吸收比较

Structures

IF4.3

2025-07-070

A multi-analysis framework for uncertainty quantification and data-driven simulation of design allowables in laminated composites

一种用于层合复合材料设计许用值不确定性量化和数据驱动仿真的多分析框架

COMPOSITES SCIENCE AND TECHNOLOGY

IF9.8

2025-03-012

PRE

Higher-order sensitivity analyses to understand the role of FE input parameters on the simulation of composites in progressive fracture tests

COMPOSITE STRUCTURES

IF7.1

2025-01-012

OAAI

Effects of manufacturing parameters on mechanical interface properties of thin wood veneer laminates

INTERNATIONAL JOURNAL OF ADHESION AND ADHESIVES

IF3.5

2024-03-012

OAAI

Cure path dependency of damage resistance in interlayer toughened composite laminates subjected to quasi-static indentation and low-velocity impact

COMPOSITES PART B-ENGINEERING

IF14.2

2023-11-015

PRE

Bayesian parameter estimation for the inclusion of uncertainty in progressive damage simulation of composites

COMPOSITE STRUCTURES

IF7.1

2023-10-0110

OAAI

Data-driven parameter identification to simulate progressive damage in fiber reinforced laminates under low

INTERNATIONAL JOURNAL OF IMPACT ENGINEERING

IF5.7

2023-10-018

OAAI

Objective and automated calibration of progressive damage models for finite element simulation of fiber reinforced

COMPOSITE STRUCTURES

IF7.1

2023-03-0112

PRE

Progressive fracture testing of Carbon-Carbon composites

CERAMICS INTERNATIONAL

IF5.6

2023-02-016

PRE

Machine learning guided alloy design of high-temperature NiTiHf shape memory alloys

JOURNAL OF MATERIALS SCIENCE

IF3.9

2022-10-1720

Constitutive Material Model for the Compressive Behaviour of Engineered Bamboo

BUILDINGS

IF3.1

2022-09-198

Application of artificial intelligence in geotechnical engineering: A state-of-the-art review

人工智能在岩土工程中的应用: 最新进展

Earth-Science Reviews

IF10

2022-05-01122

PRE

Deviation-based calibration for progressive damage analysis in pultruded glass fiber reinforced composites

拉挤玻璃纤维增强复合材料渐进损伤分析的基于偏差的校准

INTERNATIONAL JOURNAL OF DAMAGE MECHANICS

IF3.9

2022-04-1111

PRE

Efficient finite element simulation of compression after impact behaviour in quasi-isotropic composite laminates

COMPOSITES COMMUNICATIONS

IF7.7

2021-12-0120

PRE

Axial crush simulation of composites using continuum damage mechanics: FE software and material model independent considerations

COMPOSITES PART B-ENGINEERING

IF14.2

2021-11-0120

PREAI

Machine learning assisted characterisation and simulation of compressive damage in composite laminates

COMPOSITE STRUCTURES

IF7.1

2021-10-0155

PREAI

Compressive damage modeling of fiber-reinforced composite laminates using 2D higher-order layer-wise models

COMPOSITES PART B-ENGINEERING

IF14.2

2021-06-0130

PREAI

Johannes Reiner

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