Comparison and error evaluation of Arrhenius model and typical machine learning algorithms for high-temperature flow stress prediction of GH3536 superalloy
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OpenAlex topics: High Temperature Alloys and Creep · Metallurgy and Material Forming · Heat transfer and supercritical fluids
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References (13)
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1. Effects of annealing on microstructures and properties of cold-rolled GH3536 sheet10.1016/j.matchar.2021.111409 ↗
2. Effects of microstructure anisotropy on dynamic fracture behaviors of a selective laser melting nickel-based superalloy10.1016/j.msea.2022.144133 ↗
3. Influence of the TiB2 content on the processability, microstructure and high-temperature tensile performance of a Ni-based superalloy by laser powder bed fusion10.1016/j.jallcom.2022.164656 ↗
4. Gaussian process regressions on hot deformation behaviors of FGH98 nickel-based powder superalloy10.1016/j.jmst.2022.10.063 ↗
5. High-temperature deformation characteristics and constitutive models of Inconel 625 superalloy
6. Constitutive modeling of the hot deformation behavior of CoCrFeMnNi high-entropy alloy10.1016/j.msea.2021.141940 ↗
7. A review of hot deformation behavior and constitutive models to predict flow stress of high-entropy alloys10.1016/j.jallcom.2022.163964 ↗
8. Hot deformation behavior and processing workability of a Ni-based alloy10.1016/j.jallcom.2018.08.010 ↗
9. Integrating data mining and machine learning to discover high-strength ductile titanium alloys10.1016/j.actamat.2020.10.056 ↗
10. Mechanical properties prediction of superalloy FGH4095 treated by laser shock processing based on machine learning10.1016/j.matlet.2021.129970 ↗
11. Shallow and deep learning of an artificial neural network model describing a hot flow stress evolution: a comparative study10.1016/j.matdes.2022.110880 ↗
12. Deformation behavior, microstructure evolution, phase transformation and plastic instability origin of powder metallurgy Al0.8Co0.5Cr1.5CuFeNi alloy during high temperature deformation10.1016/j.msea.2022.144373 ↗
13. Development of ultrahigh strength novel Co-Cr-Fe-Ni-Zr quasi-peritectic high entropy alloy by an integrated approach using experiment and simulation10.1016/j.mtla.2020.100896 ↗