High-throughput map design of creep life in low-alloy steels by integrating machine learning with a genetic algorithm

Predicting the early-stage creep dynamics of gels from their static structure by machine learning

(2021) Han Liu et al.   ACTA MATERIALIA

Revealing high-fidelity phase selection rules for high entropy alloys: A combined CALPHAD and machine learning study

(2021) Yingzhi Zeng et al.   MATERIALS & DESIGN

A Machine-Learning Approach to Predict Creep Properties of Cr-Mo Steel with Time-Temperature Parameters

(2021) Jiaqi Wang et al.   Journal of Materials Research and Technology-JMR&T

A deep learning based life prediction method for components under creep, fatigue and creep-fatigue conditions

(2021) Xiao-Cheng Zhang et al.   INTERNATIONAL JOURNAL OF FATIGUE

Modeling and Sensitivity Analysis of Concrete Creep with Machine Learning Methods

(2021) Kai Li et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Comparative Study of Machine Learning Approaches for Predicting Creep Behavior of Polyurethane Elastomer

(2021) Chunhao Yang et al.   Polymers

Predicting creep rupture life of Ni-based single crystal superalloys using divide-and-conquer approach based machine learning

(2020) Yue Liu et al.   ACTA MATERIALIA

Gradient and Newton boosting for classification and regression

(2020) Fabio Sigrist   EXPERT SYSTEMS WITH APPLICATIONS

Prediction of creep failure time using machine learning

(2020) Soumyajyoti Biswas et al.   Scientific Reports

Phase prediction of Ni-base superalloys via high-throughput experiments and machine learning

(2020) Zijun Qin et al.   Materials Research Letters

Physical metallurgy-guided machine learning and artificial intelligent design of ultrahigh-strength stainless steel

(2019) Chunguang Shen et al.   ACTA MATERIALIA

Tensile property prediction by feature engineering guided machine learning in reduced activation ferritic/martensitic steels

(2019) Chenchong Wang et al.   JOURNAL OF NUCLEAR MATERIALS

Design of Comprehensive Mechanical Properties by machine learning and high-throughput optimization algorithm in RAFM steels

(2019) Chenchong Wang et al.   Nuclear Engineering and Technology

High throughput experiment assisted discovery of new Ni-base superalloys

(2019) Zi Wang et al.   SCRIPTA MATERIALIA

Effects of strain amount and strain rate on grain structure of a novel high Co nickel-based polycrystalline superalloy

(2017) Liming Tan et al.   MATERIALS & DESIGN

Linear regression

(2016) Nikolaos Pandis   AMERICAN JOURNAL OF ORTHODONTICS AND DENTOFACIAL ORTHOPEDICS

Creep damage models and their applications for crack growth analysis in pipes: A review

(2016) Qinghua Meng et al.   ENGINEERING FRACTURE MECHANICS

Modeling of Creep Deformation Behaviour of RAFM Steel

(2016) V. S. Srinivasan et al.   TRANSACTIONS OF THE INDIAN INSTITUTE OF METALS

Creep property evaluation of light alloys by means of the Small Punch test: Creep master curves

(2016) D. Andrés et al.   MATERIALS & DESIGN

Creep life analysis by an energy model of small punch creep test

(2016) Sisheng Yang et al.   MATERIALS & DESIGN

The influence of stress-regime dependent creep model and ductility in the prediction of creep crack growth rate in Cr–Mo–V steel

(2015) J.W. Zhang et al.   MATERIALS & DESIGN

The design of a compositionally robust martensitic creep-resistant steel with an optimized combination of precipitation hardening and solid-solution strengthening for high-temperature use

(2014) Qi Lu et al.   ACTA MATERIALIA

Impression creep behavior of a cast MRI153 magnesium alloy

(2014) S. Rashno et al.   MATERIALS & DESIGN

On the effect of grain boundary segregation on creep and creep rupture

(2012) F. Otto et al.   ACTA MATERIALIA

A robust model for creep-fatigue life assessment

(2012) S. Holmström et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Creep and creep modelling of a multimodal nickel-base superalloy

(2010) James Coakley et al.   ACTA MATERIALIA

Creep behaviour modelling of a composite steel–concrete section

(2009) Mohamed Tehami et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH