Luke Peterson

Luke Peterson


Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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26 February 2021 in Computer Methods in Biomechanics and Biomedical Engineering
Verified
Journal Article
Closed access
ABA. Bakhtiarydavijani
A. Bakhtiarydavijani
Ghaidaa Abdulrahman KhalidGhaidaa Abdulrahman Khalid
Ghaidaa Abdulrahman Khalid
MMMichael Murphy
Michael Murphy
KJK. L. Johnson
K. L. Johnson
LPLuke Peterson
Luke Peterson
RPRaj Prabhu
Raj Prabhu
Chronic Traumatic Encephalopathy (CTE) affects a significant portion of athletes in contact sports but is difficult to quantify using clinical examinations and modeling approaches. We use an in silico approach to quantify CTE biomechanics using mesoscale Finite Element (FE) analysis that bridges with macroscale whole head FE analysis. The sulci geometry produces complex stress waves that interact with one another to create increased shear stresses at the sulci depth that are significantly larger than in analyses without sulci (from 0.5 to 18.0 kPa). Sulci peak stress concentration regions coincide with experimentally observed CTE sites documented in the literature.

7 March 2022 in ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering
Verified
Journal Article
Closed access
PDF file
ANAnand Balu Nellippallil
Anand Balu Nellippallil
PBParker R. Berthelson
Parker R. Berthelson
LPLuke Peterson
Luke Peterson
RPRaj Prabhu
Raj Prabhu
Government agencies, globally, strive to minimize the likelihood and frequency of human death and severe injury on road transport systems. From an engineering design standpoint, the minimization of these road accident effects on occupants becomes a critical design goal. This necessitates the quantification and management of injury risks on the human body in response to several vehicular impact variables and their associated uncertainties for different crash scenarios. In this paper, we present a decision-based, robust design (RD) framework to quantify and manage the impact-based injury risks on occupants for different computational model-based car crash scenarios. The key functionality offered is the designer's capability to conduct robust concept exploration focused on managing the selected impact variables and associated uncertainties, such that injury risks are controlled within acceptable levels. The framework's efficacy is tested for near-side impact scenarios with impact velocity and angle of impact as the critical variables of interest. Two injury criteria, namely, head injury criterion (HIC) and lateral neck injury criteria (Lateral Nij) are selected to quantitatively measure the head and neck injury risks in each crash simulation. Using the framework, a RD problem is formulated to determine the combination of impact variables that best satisfies the injury goals defined. The framework and associated design constructs are generic and support the formulation and decision-based robust concept exploration of similar problems involving models under uncertainty. Our focus in this paper is on the framework rather than the results per se.

17 July 2023 in Metals
Verified
Journal Article
Open access
PDF file
LPLuke Peterson
Luke Peterson
M. F. HorstemeyerM. F. Horstemeyer
M. F. Horstemeyer
TLThomas Lacy
Thomas Lacy
RMRobert Moser
Robert Moser
An internal state variable (ISV)-based constitutive model has been used within a Lagrangian finite element analysis (FEA) framework to simulate ballistic impact of monolithic rolled homogenous armor (RHA) steel plates by RHA steel spheres and cylinders. The ISV model predictions demonstrate good agreement with experimental impact data for spherical projectiles. A simulation-based parametric sensitivity study was performed to determine the influence of a variety of microstructural and mechanical properties on ballistic performance. The sensitivity analysis shows that the lattice hydrogen concentration, material hardness, and initial void volume fraction are dominant factors influencing ballistic performance. Finite element simulations show that variation of microstructure properties could explain the reduced ballistic performance of high hardness materials previously documented in the literature. The FEA framework presented in this work can be used to determine material properties conducive to ballistic-impact resistance.

17 May 2024 in Materials
Verified
Journal Article
Open access
PDF file
MMM. Malki
M. Malki
M. F. HorstemeyerM. F. Horstemeyer
M. F. Horstemeyer
Heechen ChoHeechen Cho
Heechen Cho
LPLuke Peterson
Luke Peterson
DDDoyl E. Dickel
Doyl E. Dickel
MBM. I. Baskes
M. I. Baskes
We present a macroscale constitutive model that couples magnetism with thermal, elastic, plastic, and damage effects in an Internal State Variable (ISV) theory. Previous constitutive models did not include an interdependence between the internal magnetic (magnetostriction and magnetic flux) and mechanical fields. Although constitutive models explaining the mechanisms behind mechanical deformations caused by magnetization changes have been presented in the literature, they mainly focus on nanoscale structure–property relations. A fully coupled multiphysics macroscale ISV model presented herein admits lower length scale information from the nanoscale and microscale descriptions of the multiphysics behavior, thus capturing the effects of magnetic field forces with isotropic and anisotropic magnetization terms and moments under thermomechanical deformations. For the first time, this ISV modeling framework internally coheres to the kinematic, thermodynamic, and kinetic relationships of deformation using the evolving ISV histories. For the kinematics, a multiplicative decomposition of deformation gradient is employed including a magnetization term; hence, the Jacobian represents the conservation of mass and conservation of momentum including magnetism. The first and second laws of thermodynamics are used to constrain the appropriate constitutive relations through the Clausius–Duhem inequality. The kinetic framework employs a stress–strain relationship with a flow rule that couples the thermal, mechanical, and magnetic terms. Experimental data from the literature for three different materials (iron, nickel, and cobalt) are used to compare with the model’s results showing good correlations.

23 August 2024 in International Journal of Protective Structures
Verified
Journal Article
Closed access
LPLuke Peterson
Luke Peterson
DFDavid Failla
David Failla
MPMatthew W. Priddy
Matthew W. Priddy
JSJesse A Sherburn
Jesse A Sherburn
A comparison of material models for numerical simulations of ballistic impact is performed to study a physics motivated model’s efficacy in overcoming the limitations of traditional empirical models in accurately capturing dynamic deformation and failure mechanisms. The ballistic impact of Aluminum 7085-T711 alloy plates struck by hardened steel projectiles has been modeled using Johnson-Cook (JC) and an Internal State Variable (ISV) constitutive model, DMG, embedded in Abaqus Explicit and EPIC finite element simulations. Both constitutive models show good quantitative agreement with experimental perforation velocity and residual projectile velocity characteristics over the range of plate thicknesses tested. For thin plates, both experiments and numerical calculations show transition from large plastic deformation to lower energy perforation modes (localized fracture) for increasing impact velocity. The ISV model tends to accurately predict the shear-plug dominated perforation modes for all target thicknesses and impact velocities, while the JC model inaccurately predicts target fragmentation at impact velocities significantly greater than a given plate’s ballistic limit. ISV model results show that void nucleation is more influential on damage evolution and fracture than void growth for Al 7085-T711 under ballistic impact loads, however each contributes to the fracture mechanism.

16 July 2021
Verified
Preprint
Open access
ANAnand Balu Nellippallil
Anand Balu Nellippallil
PBParker R. Berthelson
Parker R. Berthelson
LPLuke Peterson
Luke Peterson
RPRaj Prabhu
Raj Prabhu
Government agencies, globally, often strive to minimize the risk of human death and serious injury on road transport systems. Multi-national projects like Vision Zero have been developed with this objective in mind. Therefore, from an engineering design standpoint, the minimization of these road impact effects on occupants becomes a major design goal. This necessitates