Online prediction of mechanical properties of hot rolled steel plate using machine learning

Prediction and Analysis of Tensile Properties of Austenitic Stainless Steel Using Artificial Neural Network

(2020) Yuxuan Wang et al.   Metals

A comprehensive survey on support vector machine classification: Applications, challenges and trends

(2020) Jair Cervantes et al.   NEUROCOMPUTING

Fuel properties of hydrochar and pyrochar: Prediction and exploration with machine learning

(2020) Jie Li et al.   APPLIED ENERGY

A Comprehensive Analysis of Deep Regression

(2020) Stephane Lathuiliere et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

(2019) Chunguang Shen et al.   ACTA MATERIALIA

The Prediction of the Mechanical Properties for Dual-Phase High Strength Steel Grades Based on Microstructure Characteristics

(2018) Emil Evin et al.   Metals

Comparative Effect of Mo and Cr on Microstructure and Mechanical Properties in NbV-Microalloyed Bainitic Steels

(2018) Andrii Kostryzhev et al.   Metals

Artificial neural network application to microstructure design of Nb-Si alloy to improve ultimate tensile strength

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

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

(2017) Vivienne Sze et al.   PROCEEDINGS OF THE IEEE

Effect of online rapid cooling on microstructure and mechanical properties of friction stir welded medium carbon steel

(2016) Murshid Imam et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Study of Pipeline Steels with Acicular Ferrite Microstructure and Ferrite-bainite Dual-phase Microstructure

(2015) Xiurong Zuo et al.   Materials Research-Ibero-american Journal of Materials

Modeling of microstructure and mechanical properties of heat treated components by using Artificial Neural Network

(2015) Amit Powar et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Conventional and Multiscale Modeling of Microstructure Evolution During Laminar Cooling of DP Steel Strips

(2014) Maciej Pietrzyk et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Effects of Start and Finish Cooling Temperatures on Microstructure and Mechanical Properties of Low-Carbon High-Strength and Low-Yield Ratio Bainitic Steels

(2013) Hyo Kyung Sung et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Microstructural prediction through artificial neural network (ANN) for development of transformation induced plasticity (TRIP) aided steel

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

The Optimal Design for the Production of Hot Rolled Strip with “Tight Oxide Scale” by Using Multi-objective Optimization

(2011) Tao Jia et al.   ISIJ INTERNATIONAL

Artificial intelligent analyzer for mechanical properties of rolled steel bar by using neural networks

(2009) Rey-Chue Hwang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A FEM based framework for simulation of thermal treatments: Application to steel quenching

(2008) Caner Şimşir et al.   COMPUTATIONAL MATERIALS SCIENCE

Calculation of thermal stress affecting strip flatness change during run-out table cooling in hot steel strip rolling

(2008) Xiaodong Wang et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Artificial neural network approach to predict the mechanical properties of Cu–Sn–Pb–Zn–Ni cast alloys

(2008) Mehmet Sirac Ozerdem et al.   MATERIALS & DESIGN

Modeling medium carbon steels by using artificial neural networks

(2008) N.S. Reddy et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING