4.7 Article

Probabilistic physics-guided machine learning for fatigue data analysis

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Mechanical

Effects of the reinforcement ratio and chloride corrosion on the fatigue behavior of RC beams

Jieqiong Wu et al.

INTERNATIONAL JOURNAL OF FATIGUE (2020)

Article Computer Science, Interdisciplinary Applications

Lifetime distribution selection for complete and censored multi-level testing data and its influence on probability of failure estimates

Jingjing He et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2020)

Article Engineering, Multidisciplinary

FEA-Net: A physics-guided data-driven model for efficient mechanical response prediction

Houpu Yao et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2020)

Article Engineering, Mechanical

Uncertainty quantification of fatigue S-N curves with sparse data using hierarchical Bayesian data augmentation

Jie Chen et al.

INTERNATIONAL JOURNAL OF FATIGUE (2020)

Article Computer Science, Artificial Intelligence

Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning

Giacomo Capizzi et al.

IEEE TRANSACTIONS ON FUZZY SYSTEMS (2020)

Article Engineering, Mechanical

Fatigue life prediction of metallic materials considering mean stress effects by means of an artificial neural network

Joelton Fonseca Barbosa et al.

INTERNATIONAL JOURNAL OF FATIGUE (2020)

Article Construction & Building Technology

Corrosion Fatigue Crack Propagation Mechanism of High-Strength Steel Bar in Various Environments

Guo Zhongzhao et al.

JOURNAL OF MATERIALS IN CIVIL ENGINEERING (2020)

Article Construction & Building Technology

Probabilistic Life Prediction for Reinforced Concrete Structures Subjected to Seasonal Corrosion-Fatigue Damage

Yafei Ma et al.

JOURNAL OF STRUCTURAL ENGINEERING (2020)

Article Automation & Control Systems

Structural dynamics simulation using a novel physics-guided machine learning method

Yang Yu et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2020)

Article Engineering, Aerospace

Aircraft dynamics simulation using a novel physics-based learning method

Yang Yu et al.

AEROSPACE SCIENCE AND TECHNOLOGY (2019)

Article Engineering, Mechanical

Effects of pre-fatigue damage on high-cycle fatigue behavior and chloride permeability of RC beams

Jieqiong Wu et al.

INTERNATIONAL JOURNAL OF FATIGUE (2019)

Article Computer Science, Interdisciplinary Applications

Small lung nodules detection based on local variance analysis and probabilistic neural network

Marcin Wozniak et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2018)

Article Engineering, Mechanical

Equivalent surface defect model for fatigue life prediction of steel reinforcing bars with pitting corrosion

Jie Chen et al.

INTERNATIONAL JOURNAL OF FATIGUE (2018)

Article Computer Science, Artificial Intelligence

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

Anuj Karpatne et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2017)

Article Engineering, Mechanical

Estimation of fatigue S-N curves of welded joints using advanced probabilistic approach

Luca D'Angelo et al.

INTERNATIONAL JOURNAL OF FATIGUE (2017)

Article Engineering, Mechanical

Fitting fatigue test data with a novel S-N curve using frequentist and Bayesian inference

Davide Leonetti et al.

INTERNATIONAL JOURNAL OF FATIGUE (2017)

Article Computer Science, Artificial Intelligence

Artificial neural network approach for locating internal faults in salient-pole synchronous generator

Hamid Yaghobi et al.

EXPERT SYSTEMS WITH APPLICATIONS (2011)

Article Engineering, Mechanical

A neural network approach to fatigue life prediction

Joao Carlos Figueira Pujol et al.

INTERNATIONAL JOURNAL OF FATIGUE (2011)

Article Computer Science, Artificial Intelligence

Automatic thesaurus construction for spam filtering using revised back propagation neural network

Hao Xu et al.

EXPERT SYSTEMS WITH APPLICATIONS (2010)

Article Engineering, Aerospace

Efficient Methods for Time-Dependent Fatigue Reliability Analysis

Yongming Liu et al.

AIAA JOURNAL (2009)

Article Computer Science, Artificial Intelligence

An expert system for fatigue life prediction under variable loading

Young-Hoon Kim et al.

EXPERT SYSTEMS WITH APPLICATIONS (2009)

Article Engineering, Industrial

Machine and component residual life estimation through the application of neural networks

M. A. Herzog et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2009)

Article Computer Science, Artificial Intelligence

Expert system for remnant life prediction of defected components under fatigue and creep-fatigue loadings

Xiao Liu et al.

EXPERT SYSTEMS WITH APPLICATIONS (2008)

Article Engineering, Mechanical

Fatigue of 7075-T651 aluminum alloy

Tianwen Zhao et al.

INTERNATIONAL JOURNAL OF FATIGUE (2008)

Article Engineering, Industrial

Multiaxial fatigue reliability analysis of railroad wheels

Yongming Liu et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2008)

Article Engineering, Mechanical

Artificial neural networks in spectrum fatigue life prediction of composite materials

Anastasios P. Vassiopoulos et al.

INTERNATIONAL JOURNAL OF FATIGUE (2007)

Article Computer Science, Interdisciplinary Applications

The random fatigue-limit model in multi-factor experiments

FG Pascual

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2003)