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Computational Physicist - Fluid Dynamics
xcimer · Denver, CO, United States
About The Role
Responsibilities
Multi-Material & Radiation Hydrodynamics Modeling
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- Implement and improve multi-material modeling approaches (e.g., interface tracking/capturing, mixture models, or related techniques).
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- Support coupling of hydrodynamics with radiation transport and other relevant physics modules for various equation of state and opacity models.
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- Assist in developing robust algorithms for extreme thermodynamic and flow regimes relevant to ICF.
Numerical Methods & Theoretical Development
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- Develop and analyze certifiably robust, invariant-domain preserving (IDP) numerical methods for computational fluid dynamics with emphasis on multi-material flows.
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- Contribute to mathematical modeling for multi-material systems relevant to inertial confinement fusion.
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- Support development of radiation hydrodynamics formulations, discretizations, and stabilization strategies.
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- Investigate accuracy, stability, and convergence properties of numerical schemes.
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- Contribute to solving complex inverse and forward problems in high-energy-density physics.
Verification, Validation & Scientific Rigor
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- Collaborate with Xcimer's verification and validation function to validate multi-material numerics, contributing domain expertise on expected physical behavior.
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- Contribute multi-material test problems and physical judgment to the shared benchmark suite.
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- Help ensure multi-material results are reproducible and scientifically credible, in partnership with the team that owns V&V methodology.
Communication & Collaboration
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- Collaborate closely with physicists, applied mathematicians, and software engineers.
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- Contribute to internal technical documentation and external scientific publications.
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- Present findings in technical meetings and contribute to peer-reviewed journal articles and conference papers.
Qualifications
- Education: Ph.D. in Mathematics (preferred), Applied Mathematics, Computational Physics, or a closely related field, with a focus on numerical methods for fluid dynamics.
- Strong background in numerical analysis for PDEs, particularly for fluid dynamics.
- Hands-on experience with invariant-domain preserving (IDP) methods or comparable certifiably robust discretization frameworks for hyperbolic/compressible flow.
- Experience with finite element methods and hands-on development using deal.II (strongly preferred) or similar frameworks.
- Experience developing scientific software in C++.
- Experience working in high-performance computing environments (MPI-based parallelism and large-scale simulations).
- Familiarity with multi-material modeling techniques in CFD.
- Experience with verification and validation of numerical methods.
- Strong written and verbal communication skills, with demonstrated ability to contribute to scientific publications.
- Must be a U.S. citizen or national, U.S. permanent resident (current Green Card holder), or lawfully admitted into the U.S. as a refugee or granted asylum.
Desired
- Background in radiation hydrodynamics, high-energy-density physics, or related multi-physics domains.
- Experience with mathematical modeling for multi-material compressible flows.
- Experience coupling hydrodynamics with radiation transport.
- Experience contributing to large, research-grade scientific codebases.
- Demonstrated ability to balance theoretical rigor with practical computational implementation.
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