The effect of element characteristics on bainite transformation start temperature using a machine learning approach

Hardness prediction of high entropy alloys with machine learning and material descriptors selection by improved genetic algorithm

(2022) Shuai Li et al.   COMPUTATIONAL MATERIALS SCIENCE

Extended Continuous Cooling Transformation (CCT) Diagrams Determination for Additive Manufacturing Deposited Steels

(2022) Kristýna Halmešová et al.   Materials

Austenite Decomposition of a Lean Medium Mn Steel Suitable for Quenching and Partitioning Process: Comparison of CCT and DCCT Diagram and Their Microstructural Changes

(2022) Michal Krbata et al.   Materials

Machine Learning Steel Ms Temperature

(2021) Yun Zhang et al.   SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL

A semi-physical α-β model on bainite transformation kinetics and carbon partitioning

(2021) Wenwen Wei et al.   ACTA MATERIALIA

Random Forest Approach in Modeling the Flow Stress of 304 Stainless Steel during Deformation at 700 °C–900 °C

(2021) Shin-Hyung Song   Materials

Box plots: A simple graphical tool for visualizing overfitting in peak fitting as demonstrated with X-ray photoelectron spectroscopy data

(2021) Behnam Moeini et al.   JOURNAL OF ELECTRON SPECTROSCOPY AND RELATED PHENOMENA

Accelerated Isothermal Phase Transformation and Enhanced Mechanical Properties of Railway Wheel Steel: The Significant Role of Pre‐Existing Bainite

(2021) Bo Gao et al.   STEEL RESEARCH INTERNATIONAL

Study on the Transformation Mechanism of Twinning Martensite and the Growth Behavior of Variants Based on Phase‐Field Method

(2020) Jingxiang Gao et al.   STEEL RESEARCH INTERNATIONAL

Machine learning-based prediction for compressive and flexural strengths of steel fiber-reinforced concrete

(2020) Min-Chang Kang et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction and Knowledge Mining of Outdoor Atmospheric Corrosion Rates of Low Alloy Steels Based on the Random Forests Approach

(2019) Yuanjie Zhi et al.   Metals

A predicting model for properties of steel using the industrial big data based on machine learning

(2019) Shun Guo et al.   COMPUTATIONAL MATERIALS SCIENCE

Effect of Mn content on microstructure and properties of wear-resistant bainitic steel

(2019) Zhang Changle et al.   Materials Research Express

Effect of Carbon Content on Bainite Transformation Start Temperature in Middle–High Carbon Fe–9Ni–C Alloys

(2018) Hiroyuki Kawata et al.   ISIJ INTERNATIONAL

Prediction of alloy composition and microhardness by random forest in maraging stainless steels based on a cluster formula

(2018) Zhen Li et al.   JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL

Experimental Determination of Continuous Cooling Transformation (CCT) Diagrams for Dual-Phase Steels from the Intercritical Temperature Range

(2018) Krishna Bräutigam–Matus et al.   Metals

Transformation Behavior and Properties of Carbide-Free Bainite Steels with Different Si Contents

(2018) Junyu Tian et al.   STEEL RESEARCH INTERNATIONAL

Effect of Carbon Content on Bainite Transformation Start Temperature in Low Carbon Fe–9Ni–C Alloys

(2017) Hiroyuki Kawata et al.   ISIJ INTERNATIONAL

Transformation behavior and microstructure feature of large strain ausformed low-temperature bainite in a medium C - Si rich alloy steel

(2017) J. Zhao et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Analysis on bainite transformation in reheated low-carbon bainite weld metals

(2017) Gaojun Mao et al.   MATERIALS SCIENCE AND TECHNOLOGY

Effect of Si on the acceleration of bainite transformation by pre-existing martensite

(2016) Yuki Toji et al.   ACTA MATERIALIA

Study of equilibrium and nonequilibrium phase transformations temperatures of steel by thermal analysis methods

(2016) Monika Kawuloková et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

Phase Equilibrium and Austenite Decomposition in Advanced High-Strength Medium-Mn Bainitic Steels

(2016) Adam Grajcar et al.   Metals

Effect of Continuous Cooling Rate on Transformation Characteristic in Microalloyed Low Carbon Bainite Cryogenic Pressure Vessel Steel

(2015) Yongli Chen et al.   TRANSACTIONS OF THE INDIAN INSTITUTE OF METALS

Dilatometric study of phase transformations in advanced high-strength bainitic steel

(2014) A. Grajcar et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

Effect of Niobium on the Ferrite Continuous-Cooling-Transformation (CCT) Curve of Ultrahigh-Thickness Cr-Mo Steel

(2013) Sanghoon Lee et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Design of a new nanostructured, high-Si bainitic steel with lower cost production

(2011) M.N. Yoozbashi et al.   MATERIALS & DESIGN

CCT Curves of Low-Carbon Mn-Si Steels and Development of Water-Cooled Bainitic Steels

(2010) Feng-yun XU et al.   JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL

A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

(2009) Bjoern H Menze et al.   BMC BIOINFORMATICS

Modeling Start Curves of Bainite Formation

(2009) S.M.C. Van Bohemen   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Dependence of Transformation Temperatures of NiTi-based Shape-Memory Alloys on the Number and Concentration of Valence Electrons

(2008) Mehrdad Zarinejad et al.   ADVANCED FUNCTIONAL MATERIALS

Modeling of isothermal bainite formation based on the nucleation kinetics

(2008) Stefan M. C. van Bohemen et al.   International Journal of Materials Research

Effect of alloying on microstructure and mechanical properties of bainitic high strength plate steels

(2008) I. A. Yakubtsov et al.   MATERIALS SCIENCE AND TECHNOLOGY

Effect of austenite grain size on the transformation kinetics of upper and lower bainite in a low-alloy steel

(2008) Seok-Jae Lee et al.   SCRIPTA MATERIALIA

Microstructure and mechanical properties of bainitic low carbon high strength plate steels

(2007) I.A. Yakubtsov et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING