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On deoxidation practice and grain size of austenitic manganese steel
InDeGrainS ...
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This review explains how impurities from recycled scrap affect steel production and performance. Even small amounts (far below 1%) of these impurities can change how steel behaves during fabrication but also affect the properties of the end product. With better understanding and targeted countermeasures, these challenges can be managed, enabling wider ...
Oleksandr Glushko, Ronald Schnitzer
wiley +1 more source
A STUDY ON THE METHOD FOR REVEALING THE AUSTENITE GRAIN SIZE IN STEEL
Chiaki Asada, Ryo Kadowaki
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Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning
ABSTRACT We propose a Newton‐based scheme, initialized by neural operator predictions, to accelerate the parametric solution of nonlinear problems in computational solid mechanics. First, a physics‐informed neural operator based on conditional neural fields or Fourier neural operators is trained to approximate the nonlinear parametric solution of the ...
Kianoosh Taghikhani +5 more
wiley +1 more source
Aspects on the Method of Revealing the Austenite Grain Size in Steels
Ryoichi AVE, Matusaburo HIGASHI
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Effect of Prior Heat Treatment on Austenitic Grain Size
Yûnoshin Imai, Hiroshi Sasaki
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Erratum to : Effect of Pretreatment on Austenite Grain Size of Steel
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Austenite grain growth and effect of austenite grain size on bainitic transformation
Materials Science and Technology, 2022This study was carried out with medium carbon steel to investigate the austenite grain growth kinetics at three temperatures and the effect of prior austenite grain size on bainitic transformation kinetics. Grain growth behaviour of austenite with two initial microstructures, pearlite and bainite, have shown almost similar kinetics.
Sourav Mandal +2 more
exaly +2 more sources
Austenite grain size and the martensite-start temperature
Scripta Materialia, 2009New experimental evidence confirms the dependence of the martensite-start temperature on the austenite grain size. The Fisher model for the geometrical partitioning of austenite grains by plates of martensite is used here to develop a theory to explain the observations, based on the ability to detect transformation as a function of the austenite grain ...
Harshad Bhadeshia, H K D H Bhadeshia
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