Sensitivity of an integrated experiment to uncertainty in the high explosive equations of state

Traditionally, hydrodynamics simulations are performed with a single equation-of-state (EOS) to describe each material. These EOSs typically have a physics-informed functional form with adjustable parameters that are calibrated in order to replicate small-scale data. However, because the calibration data have uncertainty and there are typically inherent degeneracies in fitting the EOS, there are actually multiple EOSs that might be consistent with calibration data. In this work, we perform uncertainty quantification (UQ) for the reactant and product equations of state for the high explosive PBX 9501 to yield an ensemble of EOSs that match the uncertain small-scale calibration data. We then simulate an experiment of an explosively formed penetrator repeatedly with different EOSs to both validate the UQ analysis and determine the effects of EOS uncertainty on the prediction of quantities of interest in the experiment. In general, we find good agreement between the simulation predictions and the experimental measurements, and we identify an EOS variable that contributes most directly to the spread in the predictions as the EOSs are varied.

Authors

Institutions

Publication Details

Journal
Journal of Applied Physics
Published
2025-03-26
DOI
https://doi.org/10.1063/5.0251901
Citations
3
Primary Topic
Probabilistic and Robust Engineering Design
Type
article
Field-Weighted Citation Impact
4.20

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Sensitivity of an integrated experiment to uncertainty in the high explosive equations of state

Beth A. Lindquist, Christopher Ticknor, Ryan B. Jadrich, Adam C. Coleman et al.
3 citations
Journal of Applied Physics
Probabilistic and Robust Engineering Design
4.20
article

Sensitivity of an integrated experiment to uncertainty in the high explosive equations of state

Beth A. Lindquist, Christopher Ticknor, Ryan B. Jadrich, Adam C. Coleman, Gopinath Subramanian, Danielle McDermott, Rachel A. Morneau
article en
3 citations

Abstract

Traditionally, hydrodynamics simulations are performed with a single equation-of-state (EOS) to describe each material. These EOSs typically have a physics-informed functional form with adjustable parameters that are calibrated in order to replicate small-scale data. However, because the calibration data have uncertainty and there are typically inherent degeneracies in fitting the EOS, there are actually multiple EOSs that might be consistent with calibration data. In this work, we perform uncertainty quantification (UQ) for the reactant and product equations of state for the high explosive PBX 9501 to yield an ensemble of EOSs that match the uncertain small-scale calibration data. We then simulate an experiment of an explosively formed penetrator repeatedly with different EOSs to both validate the UQ analysis and determine the effects of EOS uncertainty on the prediction of quantities of interest in the experiment. In general, we find good agreement between the simulation predictions and the experimental measurements, and we identify an EOS variable that contributes most directly to the spread in the predictions as the EOSs are varied.

Journal of Applied PhysicsVol. 137(12)
Los Alamos National Laboratory (US), Computational Physics (United States) (US)
U.S. Department of Energy
Openalex Percentile: Top 6%
Probabilistic and Robust Engineering Design
4.20
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Sensitivity of an integrated experiment to uncertainty in the high explosive equations of state — Beth A. Lindquist, Christopher Ticknor, et al. · Journal of Applied Physics (2025) | TGRS Research Map | TGRS