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Aaron Tallman
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Reconciled top-down and bottom-up hierarchical multiscale calibration of bcc Fe crystal plasticity
AE Tallman, LP Swiler, Y Wang, DL McDowell
International Journal for Multiscale Computational Engineering 15 (6), 2017
222017
Gaussian-Process-Driven Adaptive Sampling for Reduced-Order Modeling of Texture Effects in Polycrystalline Alpha-Ti
AE Tallman, KS Stopka, LP Swiler, Y Wang, SR Kalidindi, DL McDowell
JOM, 1-11, 2019
182019
Uncertainty propagation in reduced order models based on crystal plasticity
AE Tallman, LP Swiler, Y Wang, DL McDowell
Computer Methods in Applied Mechanics and Engineering 365, 113009, 2020
172020
A mechanistic model for creep lifetime of ferritic steels: Application to Grade 91
N Bieberdorf, A Tallman, MA Kumar, V Taupin, RA Lebensohn, ...
International Journal of Plasticity 147, 103086, 2021
122021
Virtual diffraction analysis of dislocations and dislocation networks in discrete dislocation dynamics simulations
D Bamney, A Tallman, L Capolungo, DE Spearot
Computational Materials Science 174, 109473, 2020
102020
Data-driven constitutive model for the inelastic response of metals: Application to 316H steel
AE Tallman, MA Kumar, A Castillo, W Wen, L Capolungo, CN Tomé
Integrating Materials and Manufacturing Innovation 9, 339-357, 2020
92020
Surrogate modeling of viscoplasticity in steels: Application to thermal, irradiation creep and transient loading in HT-9 cladding
AE Tallman, M Arul Kumar, C Matthews, L Capolungo
JOM 73, 126-137, 2021
82021
Hierarchical top-down bottom-up calibration with consideration for uncertainty and inter-scale discrepancy of Peierls stress of bcc Fe
AE Tallman, LP Swiler, Y Wang, DL McDowell
Modelling and Simulation in Materials Science and Engineering 27 (6), 064004, 2019
72019
Multiscale-informed modeling of high temperature component response with uncertainty quantification
LB Munday, SLN Dhulipala, SA Pitts, A Casagranda, BW Spencer, ...
Idaho National Lab.(INL), Idaho Falls, ID (United States); Los Alamos …, 2020
62020
Multiscale model validation based on generalized interval Bayes’ rule and its application in molecular dynamics simulation
AE Tallman, JD Blumer, Y Wang, DL McDowell
International Design Engineering Technical Conferences and Computers and …, 2014
62014
Hierarchical Multiscale Model Calibration and Validation for Materials Applications
AE Tallman, LP Swiler, Y Wang, DL McDowell
Uncertainty Quantification in Multiscale Materials Modeling, 449-471, 2020
42020
Cross-Scale, Cross-Domain Model Validation Based on Generalized Hidden Markov Model and Generalized Interval Bayes’ Rule
Y Wang, DL McDowell, AE Tallman
Proceedings of the 2nd World Congress on Integrated Computational Materials …, 2016
42016
PRISMS-Indentation: multi-scale elasto-plastic virtual indentation module
AE Tallman, M Yaghoobi
Integrating Materials and Manufacturing Innovation, 1-18, 2024
12024
Uncertainty Quantification of a High-Throughput Profilometry-Based Indentation Plasticity Test of Al 7075 T6 Alloy
AE Tallman, T Paul, D John, A Agarwal
Frontiers in Materials 9, 919797, 2022
12022
Hierarchical multiscale materials modeling: Calibration, uncertainty quantification, and decision support
AE Tallman
Georgia Institute of Technology, 2018
12018
Recent Advances in PRISMS-Plasticity Software for Simulation of Deformation in Mg Alloys
M Yaghoobi, T Berman, Z Chen, A Tallman, DA Greeley, M Pilipchuk, ...
TMS Annual Meeting & Exhibition, 171-173, 2024
2024
Data-driven analysis of neutron diffraction line profiles: application to plastically deformed Ta
AE Tallman, R Pokharel, D Bamney, DE Spearot, B Clausen, ...
Scientific Reports 12 (1), 5628, 2022
2022
Surrogate Modeling of Thermal and Irradiation Creep in Steels
AE Tallman, AK Mariyappan, L Capolungo
Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2020
2020
Discrete dislocation dynamics-based prediction of dislocation density from diffraction line profiles of Ta
AE Tallman, R Pokharel, L Capolungo
Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2020
2020
Computational Modeling Approaches to Multiscale Design of Icephobic Surfaces
A Tallman, Y Wang, M Vargas
Annual Meeting of the Adhesion Society, 2017
2017
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Articles 1–20