Results 61 to 70 of about 5,769 (231)
An Integrated NLP‐ML Framework for Property Prediction and Design of Steels
Advanced Science, EarlyView.This study presents a data‐driven framework that uses language‐processing techniques to interpret steel processing descriptions and machine‐learning models to predict mechanical properties. By organising complex process histories into meaningful groups and enabling rapid property forecasts, the work supports faster, more informed steel design through ...
Kiran Devraju +5 more
wiley +1 more source
Phase Transformations and Structural Transformations of Manganese Silicides in the Si-Mn System
East European Journal of PhysicsA comprehensive investigation of thermally induced phase transformations in the silicon-manganese (Si–Mn) system was conducted. The study utilized X-ray diffraction (XRD), Raman spectroscopy (including chemical Raman mapping), scanning electron ...
Sh.B. Utamuradova +4 more
doaj +1 more source
Experimental and thermodynamic description of ternary Bi-Cu-Ga system [PDF]
Journal of Mining and Metallurgy. Section B: Metallurgy, 2017 Phase diagram of the Bi-Cu-Ga ternary system has been investigated experimentally with 27 alloys and analytically by using a Calphad method. Thirteen annealed alloys at 200°C were investigated by using scanning electron microscopy (SEM) with energy ...
Minić D. +8 more
doaj +1 more source
A Thirty‐Year Gap: Reviving All‐Nitride Glasses as Processable, High‐Performance Materials
Advanced Science, EarlyView.Oxygen‐free all‐nitride glasses are revisited in light of new avenues of synthesis, raw material availability, and applications. A semi‐empirical analysis predicts mechanical performance achieving the level of engineering ceramics while maintaining visual transparency, and significant potential regarding optical properties into the infrared spectral ...
Alexis Duval +2 more
wiley +1 more source
Modelling the density of Al2O3-CaO-MgO-SiO2 system using the CALPHAD approach
, 2020 The density of Al2O3-CaO-MgO-SiO2 system is calculated using a model for molar volume. The model is similar to the one used for enthalpy of a multicomponent solution in the CALPHAD approach.
Seetharaman, Seshadri, +3 more
core +1 more source
Corrosion Analysis of Rapidly Solidified and Subsequently Aged Al‐Ni and Al‐Fe‐Ni Alloys
Materials and Corrosion, EarlyView.Fe addition modifies intermetallic phase chemistry and microgalvanic interactions in Al‐Ni alloys, shifting corrosion from generalized dissolution to localized attack. ABSTRACT This study investigates the influence of Fe addition and heat treatment on the corrosion behavior of Al–5 wt.%Ni and Al–2 wt.%Fe–1.5 wt.%Ni alloys, with particular emphasis on ...
Jaderson Rodrigo da Silva Leal +4 more
wiley +1 more source
Materials Genome Engineering Advances, EarlyView.A physics‐informed machine learning framework is established for phase prediction in FeNiCoCrAlCu HEA. Limited experimental data are expanded through GMM‐based augmentation, followed by descriptor calculation, Pearson‐PCA feature optimization, stacking ensemble classification, and SHAP interpretation, enabling accurate phase identification and ...
Ruixiao Zhang +5 more
wiley +1 more source
On the use of Boltzmann's transformation to solve diffusion problems
, 2021 The use of Boltzmann & rsquo;s transformation to numerically solve diffusion problems using CALPHAD databases is discussed and illustrated with examples.
Larsson, Henrik,
core +1 more source
Reimagining Phase Diagrams and Phase Formation Through Graph Theory
Advanced Computing, Volume 1, Issue 1, December 2026.Utilization of traditional equilibrium phase landscape limits interpretation of realistic metal processing conditions. Constraints on dimensionality confine nonequilibrium representation to a 2‐dimensional (2D) phase landscape. Utilization of graph theory, grounded in statistical thermodynamics, enables the reconstruction of phase diagrams with ...
Sebastian Zaatini +3 more
wiley +1 more source
Arbitrary Lagrangian–Eulerian Formulation in a Rotating Frame to Model Friction Spinning
Proceedings in Applied Mathematics and Mechanics, Volume 26, Issue 4, December 2026.ABSTRACT Friction spinning is a metal forming process that can be used to manufacture various shapes by rotating a metallic workpiece relative to a blunt tool. When used as a hot metal forming process, the relative velocity between workpiece and tool is increased until substantial heat is generated due to friction.
Johannes Friedlein +3 more
wiley +1 more source