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Tallman, Aaron
Graduate Faculty
Positions
Assistant Professor
,
Mechanical and Materials Engineering
,
College of Engineering and Computing
atallman@fiu.edu
Department
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Publications
Research
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View All
Publications
selected scholarly works & creative activities
Article
2025
Source-Separated Uncertainty Quantification in the Stochastic Plasticity of Cold-Sprayed Al 7075 Using Profilometry-Based Indentation Plastometry and Residual Analysis
.
Integrating Materials and Manufacturing Innovation
. 14:515-540.
Full Text via DOI:
10.1007/s40192-025-00418-1
Web of Science:
001562887400001
2024
Data-Driven Surrogate Modeling with Microstructure-Sensitivity of Viscoplastic Creep in Grade 91 Steel
.
Integrating Materials and Manufacturing Innovation
. 13:895-914.
Full Text via DOI:
10.1007/s40192-024-00377-z
Web of Science:
001348641700001
2024
PRISMS-Indentation: Multi-scale Elasto-Plastic Virtual Indentation Module
.
Integrating Materials and Manufacturing Innovation
. 13:53-70.
Full Text via DOI:
10.1007/s40192-023-00332-4
Web of Science:
001143056400001
2022
Uncertainty Quantification of a High-Throughput Profilometry-Based Indentation Plasticity Test of Al 7075 T6 Alloy
.
Frontiers in Materials
. 9.
Full Text via DOI:
10.3389/fmats.2022.919797
Web of Science:
000829804300001
2022
Data-driven analysis of neutron diffraction line profiles: application to plastically deformed Ta
.
Scientific Reports
. 12.
Full Text via DOI:
10.1038/s41598-022-08816-7
Web of Science:
000778988700054
2021
A mechanistic model for creep lifetime of ferritic steels: Application to Grade 91
.
International journal of plasticity
. 147.
Full Text via DOI:
10.1016/j.ijplas.2021.103086
Web of Science:
000706956300003
2021
Surrogate Modeling of Viscoplasticity in Steels: Application to Thermal, Irradiation Creep and Transient Loading in HT-9 Cladding
.
JOM
. 73:126-137.
Full Text via DOI:
10.1007/s11837-020-04402-2
Web of Science:
000578353600002
2020
Data-Driven Constitutive Model for the Inelastic Response of Metals: Application to 316H Steel
.
Integrating Materials and Manufacturing Innovation
. 9:339-357.
Full Text via DOI:
10.1007/s40192-020-00181-5
Web of Science:
000574731300001
2020
Uncertainty propagation in reduced order models based on crystal plasticity
.
Computer Methods in Applied Mechanics and Engineering
. 365.
Full Text via DOI:
10.1016/j.cma.2020.113009
Web of Science:
000535713500002
2020
Virtual diffraction analysis of dislocations and dislocation networks in discrete dislocation dynamics simulations
.
Computational Materials Science
. 174.
Full Text via DOI:
10.1016/j.commatsci.2019.109473
Web of Science:
000509344200047
2019
Gaussian-Process-Driven Adaptive Sampling for Reduced-Order Modeling of Texture Effects in Polycrystalline Alpha-Ti
.
JOM
. 71:2646-2656.
Full Text via DOI:
10.1007/s11837-019-03553-1
Web of Science:
000477633700027
2019
Hierarchical top-down bottom-up calibration with consideration for uncertainty and inter-scale discrepancy of Peierls stress of bcc Fe
.
Modelling and Simulation in Materials Science and Engineering
. 27.
Full Text via DOI:
10.1088/1361-651X/ab23e4
Web of Science:
000471171100002
2017
RECONCILED TOP-DOWN AND BOTTOM-UP HIERARCHICAL MULTISCALE CALIBRATION OF BCC FE CRYSTAL PLASTICITY
.
International Journal for Multiscale Computational Engineering
. 15:505-523.
Full Text via DOI:
10.1615/IntJMultCompEng.2017021859
Web of Science:
000417059800003
Book Chapter
2024
Recent Advances in PRISMS-Plasticity Software for Simulation of Deformation in Mg Alloys
. 171-173.
Full Text via DOI:
10.1007/978-3-031-50240-8_33
2020
14 Hierarchical multiscale model calibration and validation for materials applications
. 449-471.
Full Text via DOI:
10.1016/b978-0-08-102941-1.00014-6
2020
Hierarchical multiscale model calibration and validation for materials applications
. 449-471.
Full Text via DOI:
10.1016/B978-0-08-102941-1.00014-6
2013
Cross‐Scale, Cross‐Domain Model Validation Based on Generalized Hidden Markov Model and Generalized Interval Bayes' Rule
. 149-154.
Full Text via DOI:
10.1002/9781118767061.ch24
2013
Cross-Scale, Cross-Domain Model Validation Based on Generalized Hidden Markov Model and Generalized Interval Bayes’ Rule
. 149-154.
Full Text via DOI:
10.1007/978-3-319-48194-4_24
Conference
2014
Multiscale Model Validation Based on Generalized Interval Bayes’ Rule and its Application in Molecular Dynamics Simulation
. v01at02a042-v01at02a042.
Full Text via DOI:
10.1115/detc2014-35126
2014
MULTISCALE MODEL VALIDATION BASED ON GENERALIZED INTERVAL BAYES' RULE AND ITS APPLICATION IN MOLECULAR DYNAMICS SIMULATION
Web of Science:
000379987000042
Preprint
2020
Data-Driven Analysis of Neutron Diffraction Line Profiles: Application to Plastically Deformed Ta
Full Text via DOI:
10.2139/ssrn.3680372
Data-Driven Analysis of Neutron Diffraction Line Profiles: Application to Plastically Deformed Ta
Full Text via DOI:
10.21203/rs.3.rs-858939/v1
Research
principal investigator on
Enhancing Nuclear Reactor Safety and Longevity: Data-Driven Prediction Lifespan of Stainless-Steel Welds in Extended-Life Nuclear Reactors
awarded by
U.S. Nuclear Regulatory Commission
2024 - 2027
Multiscale Modeling of Titanium with Validation and Experiment - ICME-based Modeling of Metallic Materials
awarded by
U.S. Department of Energy
2025
ICME-based Modeling of Metallic Materials
awarded by
U.S. Department of Energy
2024
ICME-based Multiscale Modeling of Titanium Aging Temperature
awarded by
U.S. Department of Energy
2023
Contact
full name
Aaron
Tallman
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