Tallman, Aaron

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Tallman, Aaron Graduate Faculty

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Assistant Professor, Mechanical and Materials Engineering , College of Engineering and Computing

atallman@fiu.edu

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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

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

full name

Aaron Tallman

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