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Computational Modeling Simulation Multiphysics Jobs in Tennessee

BNH

Structural Dynamics Engineer

Arnold Air Force Base, TN · On-site

$73K - $130K/yr

Model and simulate structural behavior under various conditions and loads using FEA software (ANSYS ... Demonstrated technical knowledge of developing computational engineering methods and application of ...

BNH

Structural Dynamics Engineer

Arnold Air Force Base, TN · On-site

$73K - $130K/yr

Model and simulate structural behavior under various conditions and loads using FEA software (ANSYS ... Demonstrated technical knowledge of developing computational engineering methods and application of ...

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Computational Modeling Simulation Multiphysics information

What is computational modeling simulation multiphysics?

Computational modeling simulation multiphysics refers to the use of computer-based models to simulate and analyze systems that involve multiple interacting physical phenomena—such as fluid dynamics, heat transfer, electromagnetics, and structural mechanics—all at once. This approach allows researchers and engineers to predict complex real-world behavior, optimize designs, and reduce the need for expensive prototypes. Multiphysics simulations are widely used in industries like aerospace, automotive, energy, and biomedical engineering, where accurate modeling of coupled physical processes is critical.

What are common challenges faced by professionals in computational modeling simulation multiphysics, and how can they be addressed?

One of the main challenges in Computational Modeling Simulation Multiphysics roles is managing the complexity of integrating multiple physical phenomena, such as thermal, structural, and fluid dynamics, into a single simulation. This often requires a deep understanding of both the underlying physics and the numerical methods used by simulation software. Collaborating closely with domain experts and maintaining clear communication within multidisciplinary teams can help address these challenges. Additionally, staying updated with advances in simulation tools and best practices through continuous learning is key to overcoming technical hurdles and ensuring accurate results.

What are the key skills and qualifications needed to thrive as a computational modeling simulation multiphysics engineer, and why are they important?

A strong background in physics, engineering, mathematics, and computational science—typically with an advanced degree—is essential for a Computational Modeling Simulation Multiphysics Engineer. Proficiency in simulation software such as ANSYS, COMSOL Multiphysics, MATLAB, and programming languages like Python or C++ is commonly required, along with familiarity with high-performance computing environments. Analytical thinking, problem-solving skills, and effective communication set standout professionals apart in this field. These capabilities enable accurate modeling of complex physical phenomena, efficient collaboration, and successful project outcomes in research and industry settings.

What is the difference between Computational Modeling Simulation Multiphysics vs Computational Engineer?

AspectComputational Modeling Simulation MultiphysicsComputational Engineer
CredentialsTypically requires degrees in engineering, physics, or related fields; certifications in simulation software are commonSimilar educational background; often holds engineering degrees and software certifications
Work EnvironmentPrimarily in R&D labs, engineering firms, or manufacturing settings focusing on complex simulationsInvolved in product development, software development, or systems design in various industries
Industry UsageUsed in aerospace, automotive, energy, and manufacturing for advanced simulationsApplied across industries for designing, analyzing, and optimizing systems and products

While both roles involve computational skills and engineering principles, Computational Modeling Simulation Multiphysics specializes in complex, multi-physics simulations, whereas Computational Engineer focuses on designing and implementing computational solutions across various engineering projects.

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Computational Modeling Simulation Multiphysics jobs near you
Infographic showing various Computational Modeling Simulation Multiphysics job openings in Tennessee as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Assistant Professor- Anesthesia Research

The University of Tennessee

Knoxville, TN • On-site

Full-time

Medical, Dental

Re-posted 2 days ago

Job description

THIS IS A NON-TENURE TRACK POSITION LOCATED IN KNOXVILLE, TN 

The University of Tennessee Health Science Center-College of Medicine, Knoxville is seeking a full-time non-tenure track Assistant Professor. This position will develop and lead an independent research program at the intersection of systems and data science in the Department of Anesthesiology. 

EDUCATION: MD or PhD with expertise in Systems Biology or Data Science.   

EXPERIENCE: Proven record of high-quality research publications and successful grant writing. Experience with large language models (LLMs) and supercomputer programming. Ability to develop and implement complex computational models and data analysis pipelines. Strong record of mentoring students and collaborating with interdisciplinary teams, including clinicians and senior researchers.   

LICENSES: TN Medical License if MD. 

For benefits information, please visit

https://www.uthsc.edu/hr/benefits/documents/benefits-preview-packet.pdf

THE UNIVERSITY OF TENNESSEE HEALTH SCIENCE CENTER, COLLEGE OF MEDCINE - KNOXVILLE

The University of Tennessee College of Medicine - Knoxville (UTCOM-K) was initially established in 1956 as the UT Memorial Research Center and Hospital, which also provided the graduate medical and dental educational (GMDE) and research programs in Knoxville. The GMDE programs collectively became the UT Graduate School of Medicine with the formation of the University of Tennessee Medical Center (UTMC) in 1991, and more recently were renamed the UTCOM-K with the increased emphasis on undergraduate medical education in Knoxville as well as the statewide presence of UTHSC. 

The mission of the Knoxville Campus is to advance medical education required to train the next generation of physicians and dentists, deliver comprehensive and compassionate care with our hospital partner, the University of Tennessee Medical Center, and conduct innovative research that is meaningful for patients and their families. Our college provides training for third- and fourth-year Medical Students, second year Physician Assistant Students, as well as Graduate Medical Education for 11 primary residency programs and 17 subspecialty fellowships. UTCOM-K consists of 548 faculty (258 paid), 245 residents and fellows and hosts an average of 40-50 medical students per month. UTCOMK also provides Continuing Medical Education services for faculty, residents and practicing physicians in our region, as well as Advanced Medical Simulation for students, residents, and faculty.

The College of Medicine-Knoxville, in partnership with the UTMC, sponsors extensive translational research in both clinical and laboratory settings. The faculty collaborates with various institutions both regionally and nationally including other UTHSC campuses, UTK, Oak Ridge National Laboratory (ORNL), and other health science center institutions.

Research Leadership: 

  • Utilizes high-performance computing resources to drive innovative research projects.
  • Foster interdisciplinary collaborations, particularly with clinical practitioners and externally with established systems biology experts.

Teaching and Mentoring:

  • Mentor students, postdoctoral researchers, and clinicians by providing guidance and support on research design, data analysis, and scientific writing. 

Collaboration and Communication:

  • Works closely with clinicians to translate research findings into clinical studies. 
  • Prepare high-quality grant proposals to secure external funding to support research initiatives. 

Service and Outreach:

  • Participate in departmental, college, and university service activities. 
  • Engage with external research communities and contribute to professional organizations in systems biology and data science. 

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