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Irina Roslyakova
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ESPEI for efficient thermodynamic database development, modification, and uncertainty quantification: application to Cu–Mg
B Bocklund, R Otis, A Egorov, A Obaied, I Roslyakova, ZK Liu
MRS Communications 9 (2), 618-627, 2019
692019
Modeling of Gibbs energies of pure elements down to 0 K using segmented regression
I Roslyakova, B Sundman, H Dette, L Zhang, I Steinbach
Calphad 55, 165-180, 2016
492016
Thermodynamic re-assessment of binary Cr-Nb system down to 0 K
Y Jiang, S Zomorodpoosh, I Roslyakova, L Zhang
Calphad 62, 109-118, 2018
272018
Thermodynamic descriptions of quaternary Mg–Al–Zn–Bi system supported by experiments and their application in descriptions of solidification behavior in Bi-additional AZ …
Y Tang, Y Li, W Zhao, I Roslyakova, L Zhang
Journal of Magnesium and Alloys 8 (4), 1238-1252, 2020
232020
Comparison of statistically-based methods for automated weighting of experimental data in CALPHAD-type assessment
NH Paulson, S Zomorodpoosh, I Roslyakova, M Stan
Calphad 68, 101728, 2020
192020
Comprehensive analysis of thermodynamic properties of calcium nitrate
D Sergeev, BH Reis, M Ziegner, I Roslyakova, M to Baben, K Hack, ...
The journal of chemical thermodynamics 134, 187-194, 2019
182019
On phase stability of Mo-Nb-Ta-W refractory high entropy alloys
E Zhang, Y Tang, M Wen, A Obaied, I Roslyakova, L Zhang
International Journal of Refractory Metals and Hard Materials 103, 105780, 2022
162022
Automated assessment of a kinetic database for fcc Co–Cr–Fe–Mn–Ni high entropy alloys
K Abrahams, S Zomorodpoosh, AR Khorasgani, I Roslyakova, I Steinbach, ...
Modelling and Simulation in Materials Science and Engineering 29 (5), 055007, 2021
162021
Statistical approach for automated weighting of datasets: Application to heat capacity data
S Zomorodpoosh, B Bocklund, A Obaied, R Otis, ZK Liu, I Roslyakova
Calphad 71, 101994, 2020
122020
Thermodynamic re-assessment of pure chromium using modified segmented regression model
A Obaied, B Bocklund, S Zomorodpoosh, L Zhang, R Otis, ZK Liu, ...
Calphad 69, 101762, 2020
122020
Thermodynamic re-assessment of the binary Cr–Ta system down to 0 K
Y Jiang, S Zomorodpoosh, I Roslyakova, L Zhang
International Journal of Materials Research 110 (9), 797-807, 2019
102019
Automated image analysis for quantification of materials microstructure evolution
M Ahmed, OM Horst, A Obaied, I Steinbach, I Roslyakova
Modelling and Simulation in Materials Science and Engineering 29 (5), 055012, 2021
92021
MultOpt++: a fast regression-based model for the development of compositions with high robustness against scatter of element concentrations
A Müller, I Roslyakova, M Sprenger, P Git, R Rettig, M Markl, C Körner, ...
Modelling and Simulation in Materials Science and Engineering 27 (2), 024001, 2019
92019
Modeling thermodynamical properties by segmented non-linear regression
I Roslyakova
Ruhr University Bochum, Germany, 2017
52017
3D phase-field simulations to machine-learn 3D information from 2D micrographs
Y Jiang, MA Ali, I Roslyakova, D Bürger, G Eggeler, I Steinbach
Modelling and Simulation in Materials Science and Engineering 31 (3), 035005, 2023
32023
Including state-of-the-art physical understanding of thermal vacancies in Calphad models
A Obaied, I Roslyakova, M To Baben
Scientific Reports 12 (1), 13385, 2022
22022
Microstructure property classification of nickel-based superalloys using deep learning
U Nwachukwu, A Obaied, OM Horst, MA Ali, I Steinbach, I Roslyakova
Modelling and Simulation in Materials Science and Engineering 30 (2), 025009, 2022
22022
“2 1/2th” generation Calphad databases: Extrapolating heat capacities of elements and compounds to 0K
A Obaied, F Tang, I Roslyakova, M to Baben
Calphad 75, 102352, 2021
22021
ESPEI for efficient thermodynamic database development, modification, and uncertainty quantification: application to Cu–Mg—CORRIGENDUM
B Bocklund, R Otis, A Egorov, A Obaied, I Roslyakova, ZK Liu
MRS Communications 10 (4), 702-702, 2020
12020
Application of change-point analysis to the selection of representative data in creep experiments
S Zomorodpoosh, N Volz, S Neumeier, I Roslyakova
Journal of Physics Communications 4 (7), 075024, 2020
12020
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