Physical Regime Sensitivity

Prime, M. B.; Merson, J. S.; Chen, S. -R.

doi:10.1007/s40870-023-00375-w

Title: Physical Regime Sensitivity

Journal Article · 30 April 2023 · Journal of Dynamic Behavior of Materials

DOI: https://doi.org/10.1007/s40870-023-00375-w · OSTI ID:1972020

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Abstract This work presents a novel sensitivity approach that quantifies sensitivity to regimes of a model’s state variables rather than constitutive model parameters. This Physical Regime Sensitivity (PRS) determines which regimes of a model’s independent variables have the biggest influence on an experiment or application. PRS analysis is demonstrated on a strength model used in the simulation of a copper Taylor cylinder. In a series of simulations, the strength model was perturbed sequentially in local regimes of plastic strain, plastic strain rate, temperature and pressure, and then the prediction of cylinder shape was compared to unperturbed calculations. Results show, for example, that the deformed length of the cylinder was most sensitive to strength at a strain rate of 1.0 × 10 ⁴ /sec., but the deformed footprint radius was most sensitive to strength at a strain rate of about 4.0 × 10 ⁴ /sec. Compared to current histogram approaches, PRS can be used to design or interpret integrated experiments by identifying not just which regimes are accessed somewhere in the experiment but the causality question of which regimes actually affect the measured data. PRS should allow one to focus experimental and modeling efforts where they are most needed and to better interpret experiments.

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Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA)

OSTI ID:: 1972020

Alternate ID(s):: OSTI ID: 1983851

Journal Information:: Journal of Dynamic Behavior of Materials, Journal Name: Journal of Dynamic Behavior of Materials Journal Issue: 3 Vol. 9; ISSN 2199-7446

Publisher:: Springer Science + Business MediaCopyright Statement

Country of Publication:: Germany

Language:: English

References (57)

Viscous Rayleigh-Taylor Instability Experiments at High Pressure and Strain Rate Park, Hye-Sook; Lorenz, K. T.; Cavallo, R. M. Physical Review Letters, Vol. 104, Issue 13 https://doi.org/10.1103/PhysRevLett.104.135504	journal	April 2010
Dynamic response sensitivity of inelastic structures Zhang, Yan; Der Kiureghian, Armen Computer Methods in Applied Mechanics and Engineering, Vol. 108, Issue 1-2 https://doi.org/10.1016/0045-7825(93)90151-M	journal	January 1993
Uncertainty Estimation and Hierarchical Bayesian Analysis of Mechanical Dynamic Tests Weisz-Patrault, D.; Francart, C.; Seisson, G. Journal of Dynamic Behavior of Materials, Vol. 7, Issue 3 https://doi.org/10.1007/s40870-020-00280-6	journal	January 2021
Tamped Richtmyer–Meshkov Instability Experiments to Probe High-Pressure Material Strength Vogler, T. J.; Hudspeth, M. C. Journal of Dynamic Behavior of Materials, Vol. 7, Issue 2 https://doi.org/10.1007/s40870-020-00288-y	journal	February 2021
A broad study of tantalum strength from ambient to extreme conditions Prime, Michael B.; Arsenlis, Athanasios; Austin, Ryan A. Acta Materialia, Vol. 231 https://doi.org/10.1016/j.actamat.2022.117875	journal	June 2022
Elastic-viscoplastic anisotropic modeling of textured metals and validation using the Taylor cylinder impact test Plunkett, B.; Cazacu, O.; Lebensohn, R. A. International Journal of Plasticity, Vol. 23, Issue 6 https://doi.org/10.1016/j.ijplas.2006.10.008	journal	June 2007
A Methodology to Determine Work Material Flow Stress and Tool-Chip Interfacial Friction Properties by Using Analysis of Machining Özel, Tuğrul; Zeren, Erol Journal of Manufacturing Science and Engineering, Vol. 128, Issue 1 https://doi.org/10.1115/1.2118767	journal	June 2005
Inferring Strength of Tantalum from Hydrodynamic Instability Recovery Experiments Sternberger, Z.; Maddox, B.; Opachich, Y. Journal of Dynamic Behavior of Materials, Vol. 4, Issue 2 https://doi.org/10.1007/s40870-018-0153-7	journal	May 2018
Tantalum strength at extreme strain rates from impact-driven Richtmyer-Meshkov instabilities Prime, Michael B.; Buttler, William T.; Fensin, Saryu J. Physical Review E, Vol. 100, Issue 5 https://doi.org/10.1103/PhysRevE.100.053002	journal	November 2019
Nonlinear sensitivity analysis of multiparameter model systems Cukier, R. I.; Levine, H. B.; Shuler, K. E. Journal of Computational Physics, Vol. 26, Issue 1 https://doi.org/10.1016/0021-9991(78)90097-9	journal	January 1978
Validation of material constitutive parameters for the AISI 1010 steel from Taylor impact tests Acosta, C. A.; Hernandez, C.; Maranon, A. Materials & Design, Vol. 110 https://doi.org/10.1016/j.matdes.2016.07.134	journal	November 2016
The Effect of Liquid Tamping Media on the Growth of Richtmyer–Meshkov Instability in Copper Olles, J. D.; Hudspeth, M. C.; Tilger, C. F. Journal of Dynamic Behavior of Materials, Vol. 7, Issue 2 https://doi.org/10.1007/s40870-021-00305-8	journal	April 2021
A functional global sensitivity measure and efficient reliability sensitivity analysis with respect to statistical parameters Wang, Zhiheng; Ghanem, Roger Computer Methods in Applied Mechanics and Engineering, Vol. 402 https://doi.org/10.1016/j.cma.2022.115175	journal	December 2022
Effect of viscosity on Rayleigh-Taylor and Richtmyer-Meshkov instabilities Mikaelian, Karnig O. Physical Review E, Vol. 47, Issue 1 https://doi.org/10.1103/PhysRevE.47.375	journal	January 1993
Estimation of Metal Strength at Very High Rates Using Free-Surface Richtmyer–Meshkov Instabilities Prime, Michael B.; Buttler, William T.; Buechler, Miles A. Journal of Dynamic Behavior of Materials, Vol. 3, Issue 2 https://doi.org/10.1007/s40870-017-0103-9	journal	March 2017
A comparison of material flow strength models using Bayesian cross-validation Bernstein, Jason; Schmidt, Kathleen; Rivera, David Computational Materials Science, Vol. 169 https://doi.org/10.1016/j.commatsci.2019.109098	journal	November 2019
Plastic deformation of high-purity α-titanium: Model development and validation using the Taylor cylinder impact test Revil-Baudard, Benoit; Cazacu, Oana; Flater, Philip Mechanics of Materials, Vol. 80 https://doi.org/10.1016/j.mechmat.2014.03.010	journal	January 2015
Highways and Byways in the History of High Rate Mechanical Testing Walley, Stephen M. Journal of Dynamic Behavior of Materials, Vol. 6, Issue 2 https://doi.org/10.1007/s40870-020-00237-9	journal	February 2020
Experimental and numerical investigations of beryllium strength models using the Rayleigh-Taylor instability Henry de Frahan, M. T.; Belof, J. L.; Cavallo, R. M. Journal of Applied Physics, Vol. 117, Issue 22 https://doi.org/10.1063/1.4922336	journal	June 2015
Dynamic Strength of Iron at High Pressures and Strain Rates Gandhi, Vatsa; Ravindran, Suraj; Ravichandran, Guruswami Physical Review Letters, Vol. 128, Issue 1 https://doi.org/10.1103/PhysRevLett.128.015705	journal	January 2022
Dynamic deformation and damage in cast γ-TiAl during taylor cylinder impact: Experiments and model validation Cerreta, E.; Chen, S. R.; Gray, G. T. Metallurgical and Materials Transactions A, Vol. 35, Issue 9 https://doi.org/10.1007/s11661-004-0202-9	journal	September 2004
High-rate strength response of tantalum from dynamic hole closure experiments Nelms, Matthew; Lind, Jonathan; Margraf, Jonathan Journal of Applied Physics, Vol. 132, Issue 17 https://doi.org/10.1063/5.0107391	journal	November 2022
On the modeling of the Taylor cylinder impact test for orthotropic textured materials: experiments and simulations Maudlin, P. J.; Bingert, J. F.; House, J. W. International Journal of Plasticity, Vol. 15, Issue 2 https://doi.org/10.1016/S0749-6419(98)00058-8	journal	March 1999
A computational determination of the Cowper–Symonds parameters from a single Taylor test Hernandez, C.; Maranon, A.; Ashcroft, I. A. Applied Mathematical Modelling, Vol. 37, Issue 7 https://doi.org/10.1016/j.apm.2012.10.010	journal	April 2013
Dynamic Behavior of Materials Meyers, Marc Andre https://doi.org/10.1002/9780470172278	book	September 1994
Sensitivity analysis: A review of recent advances Borgonovo, Emanuele; Plischke, Elmar European Journal of Operational Research, Vol. 248, Issue 3 https://doi.org/10.1016/j.ejor.2015.06.032	journal	February 2016
Adaptive surrogate modeling by ANOVA and sparse polynomial dimensional decomposition for global sensitivity analysis in fluid simulation Tang, Kunkun; Congedo, Pietro M.; Abgrall, Rémi Journal of Computational Physics, Vol. 314 https://doi.org/10.1016/j.jcp.2016.03.026	journal	June 2016
Shock Wave Perturbation Decay in Granular Materials Vogler, Tracy J. Journal of Dynamic Behavior of Materials, Vol. 1, Issue 4 https://doi.org/10.1007/s40870-015-0033-3	journal	November 2015
Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence Fairbanks, Hillary R.; Jofre, Lluís; Geraci, Gianluca Journal of Computational Physics, Vol. 402 https://doi.org/10.1016/j.jcp.2019.108996	journal	February 2020
Comparison of Flow Stress of Aluminum Alloy 6061-T6 Obtained From Chip Pulling Orthogonal Cutting and Kolsky Bar Testing Cui, Changlong; Bhavsar, Pavan; Lopez-Hawa, Homar Procedia Manufacturing, Vol. 48 https://doi.org/10.1016/j.promfg.2020.05.161	journal	January 2020
Sensitivity analysis of environmental models: A systematic review with practical workflow Pianosi, Francesca; Beven, Keith; Freer, Jim Environmental Modelling & Software, Vol. 79 https://doi.org/10.1016/j.envsoft.2016.02.008	journal	May 2016
Model of plastic deformation for extreme loading conditions Preston, Dean L.; Tonks, Davis L.; Wallace, Duane C. Journal of Applied Physics, Vol. 93, Issue 1 https://doi.org/10.1063/1.1524706	journal	January 2003
Sensitivity analysis in plane stress elasto-plasticity and elasto-viscoplasticity Kleiber, Michał; Kowalczyk, Piotr Computer Methods in Applied Mechanics and Engineering, Vol. 137, Issue 3-4 https://doi.org/10.1016/S0045-7825(96)01072-9	journal	November 1996
Pressure-shear impact and the dynamic viscoplastic response of metals Klopp, R. W.; Clifton, R. J.; Shawki, T. G. Mechanics of Materials, Vol. 4, Issue 3-4 https://doi.org/10.1016/0167-6636(85)90033-X	journal	December 1985
Rayleigh–Taylor and Richtmyer–Meshkov instability induced flow, turbulence, and mixing. II Zhou, Ye Physics Reports, Vol. 723-725 https://doi.org/10.1016/j.physrep.2017.07.008	journal	December 2017
Examining material constitutive response under dynamic compression and large plastic strains using in situ imaging of hole closure Lind, Jonathan; Nelms, Matthew D.; Robinson, Andrew K. Acta Materialia, Vol. 206 https://doi.org/10.1016/j.actamat.2020.116584	journal	March 2021
Bayesian calibration of strength model parameters from Taylor impact data Rivera, David; Bernstein, Jason; Schmidt, Kathleen Computational Materials Science, Vol. 210 https://doi.org/10.1016/j.commatsci.2021.110999	journal	July 2022
Finite element response sensitivity analysis of multi-yield-surface J2 plasticity model by direct differentiation method Gu, Quan; Conte, Joel P.; Elgamal, Ahmed Computer Methods in Applied Mechanics and Engineering, Vol. 198, Issue 30-32 https://doi.org/10.1016/j.cma.2009.02.030	journal	June 2009
Dynamic Strength of Copper at High Pressures Using Pressure Shear Plate Experiments Ravindran, Suraj; Gandhi, Vatsa; Lovinger, Zev Journal of Dynamic Behavior of Materials, Vol. 7, Issue 2 https://doi.org/10.1007/s40870-020-00287-z	journal	January 2021
Sensitivity analysis of a strongly-coupled human-based electromechanical cardiac model: Effect of mechanical parameters on physiologically relevant biomarkers Levrero-Florencio, F.; Margara, F.; Zacur, E. Computer Methods in Applied Mechanics and Engineering, Vol. 361 https://doi.org/10.1016/j.cma.2019.112762	journal	April 2020
A comparative study of Rayleigh-Taylor and Richtmyer-Meshkov instabilities in 2D and 3D in tantalum Sternberger, Z.; Maddox, B. R.; Opachich, Y. P. SHOCK COMPRESSION OF CONDENSED MATTER - 2015: Proceedings of the Conference of the American Physical Society Topical Group on Shock Compression of Condensed Matter, AIP Conference Proceedings https://doi.org/10.1063/1.4971669	conference	January 2017
Extracting strength from high pressure ramp-release experiments Brown, J. L.; Alexander, C. S.; Asay, J. R. Journal of Applied Physics, Vol. 114, Issue 22 https://doi.org/10.1063/1.4847535	journal	December 2013
Unstable Richtmyer–Meshkov growth of solid and liquid metals in vacuum Buttler, W. T.; Oró, D. M.; Preston, D. L. Journal of Fluid Mechanics, Vol. 703 https://doi.org/10.1017/jfm.2012.190	journal	June 2012
Adjoint sensitivity analysis of chaotic dynamical systems with non-intrusive least squares shadowing Blonigan, Patrick J. Journal of Computational Physics, Vol. 348 https://doi.org/10.1016/j.jcp.2017.08.002	journal	November 2017
Richtmyer–Meshkov instability as a tool for evaluating material strength under extreme conditions Piriz, A. R.; López Cela, J. J.; Tahir, N. A. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 606, Issue 1-2 https://doi.org/10.1016/j.nima.2009.03.094	journal	July 2009
Low-symmetry plastic deformation in BCC tantalum: experimental observations, modeling and simulations Maudlin, P. J.; Bingert, J. F.; Gray III, G. T. International Journal of Plasticity, Vol. 19, Issue 4 https://doi.org/10.1016/S0749-6419(01)00061-4	journal	April 2003
Sensitivity Analysis for Nonlinear Heat Conduction Dowding, Kevin J.; Blackwell, Bennie F. Journal of Heat Transfer, Vol. 123, Issue 1 https://doi.org/10.1115/1.1332780	journal	August 2000
Analytic model of the shear modulus at all temperatures and densities Burakovsky, Leonid; Greeff, Carl W.; Preston, Dean L. Physical Review B, Vol. 67, Issue 9 https://doi.org/10.1103/PhysRevB.67.094107	journal	March 2003
Numerical Simulation of Dynamic Tensile Extrusion Test of OFHC Copper Bonora, N.; Testa, G.; Ruggiero, A. Journal of Dynamic Behavior of Materials, Vol. 1, Issue 2 https://doi.org/10.1007/s40870-015-0013-7	journal	March 2015
Interpretation of laser-driven V and TA Rayleigh-Taylor strength experiments Remington, B.; Rudd, R. E.; Barton, Nathan SHOCK COMPRESSION OF CONDENSED MATTER - 2011: Proceedings of the Conference of the American Physical Society Topical Group on Shock Compression of Condensed Matter, AIP Conference Proceedings https://doi.org/10.1063/1.3686537	conference	January 2012
Structural model of mechanical twinning and its application for modeling of the severe plastic deformation of copper rods in Taylor impact tests Borodin, Elijah N.; Mayer, Alexander E. International Journal of Plasticity, Vol. 74 https://doi.org/10.1016/j.ijplas.2015.06.006	journal	November 2015
Global Sensitivity Analysis. The Primer Saltelli, Andrea; Ratto, Marco; Andres, Terry https://doi.org/10.1002/9780470725184	book	December 2007
Eulerian Hydrocode Modeling of a Dynamic Tensile Extrusion Experiment Burkett, M. W. 2019 15th Hypervelocity Impact Symposium https://doi.org/10.1115/hvis2019-057	conference	April 2019
Estimating Physics Models and Quantifying Their Uncertainty Using Optimization With a Bayesian Objective Function Andrews, Stephen A.; Fraser, Andrew M. Journal of Verification, Validation and Uncertainty Quantification, Vol. 4, Issue 1 https://doi.org/10.1115/1.4043807	journal	March 2019
Peculiarities of High-Rate Deformation of Copper upon Convergence of Cylindrical Channels by Action of Shock Waves Glazkov, V. S.; Ignatova, O. N.; Malyshev, A. N. AIP Conference Proceedings https://doi.org/10.1063/1.3295245	conference	January 2009
Instrumented Taylor impact test for measuring stress-strain curve through single trial Gao, Chong; Iwamoto, Takeshi International Journal of Impact Engineering, Vol. 157 https://doi.org/10.1016/j.ijimpeng.2021.103980	journal	November 2021
Bayesian calibration of strength parameters using hydrocode simulations of symmetric impact shock experiments of Al-5083 Walters, David J.; Biswas, Ayan; Lawrence, Earl C. Journal of Applied Physics, Vol. 124, Issue 20 https://doi.org/10.1063/1.5051442	journal	November 2018

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