Results 101 to 110 of about 1,418 (199)

Effect of Hot Forging, Prior Heat Treatment and Ferrite Grain Size on Austenite Grain Size of Steels

Tetsu-to-Hagane, 1973
Kiyohiko FUJITA, Toshisada MORI, Masayuki OHNISHI, Tetsuro NOMA   +3 more
openaire   +2 more sources

Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning

International Journal for Numerical Methods in Engineering, Volume 127, Issue 14, 30 July 2026.
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, Yusuke Yamazaki, Jerry Paul Varghese, Markus Apel, Reza Najian Asl, Shahed Rezaei   +5 more
wiley   +1 more source

Tuning heterogeneous microstructure and improving mechanical properties of twin-roll strip cast low carbon steels by on-line heat treatments

Journal of Materials Research and Technology
Coarse austenite grains are unavoidable in the low carbon steels processed by twin-roll strip casting. Unfortunately, the polygonal ferrite (PF) grains cannot be refined by conventional on-line cooling process, resulting in low strength. In this work, an
Zi-Hao Song, Hong-Yu Song, Jia-Xin Liu, Hai-Tao Liu   +3 more
doaj   +1 more source

A critical review of chemical heterogeneity-driven microstructure control in steels. [PDF]

Appl Microsc
Lee SH, Kim JH.
europepmc   +1 more source

Insights into Engineering Super-Duplex Stainless-Steel Microstructures: Composition Alterations and Processing Strategies in LPBF. [PDF]

Materials (Basel)
Karavias L, Gargalis L, Karaxi EK, Koumoulos EP.   +3 more
europepmc   +1 more source

Effect of Sb on the Hot Ductility and Fracture Behavior of Low-Alloy Corrosion-Resistant Steel. [PDF]

Materials (Basel)
Liu Z, Li W, Gao X, Du L, Wu H, Zhang R.
europepmc   +1 more source

Effects of Austenitizing Temperature and Deep Cryogenic Treatment on Microstructural Evolution and Mechanical Properties of a Microalloyed High-Carbon Steel. [PDF]

Materials (Basel)
Zhang J, Zhang C, Dong H.
europepmc   +1 more source

Prediction of Prior Austenite Grain Size of High-phosphorus Steels through Phase

Prediction of Prior Austenite Grain Size of High-phosphorus Steels through Phase
identifier:oai:t2r2.star.titech.ac.jp ...
openaire  

Martensitic Transformation and Strengthening Mechanism in a 304 Stainless Steel Subjected to Wire Drawing. [PDF]

Materials (Basel)
Yu Y, Fu W, Dai F, Li R, Lai Q.
europepmc   +1 more source

Simulation of the Influence of Phosphorus on the Prior Austenite Grain Size of High-impurity Steels

Simulation of the Influence of Phosphorus on the Prior Austenite Grain Size of High-impurity Steels
identifier:oai:t2r2.star.titech.ac.jp ...
openaire