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Computational Modeling Simulation Multiphysics Jobs in Wisconsin

Computational Scientist

Madison, WI · On-site

$110 - $170/hr

As a Computational Scientist , you'll enable modeling breakthroughs to drive groundbreaking ... simulation results down the modeling hierarchy. Achieving this will require leveraging ...

WI · On-site

$79.66 - $113.80/hr

Exposure to AI/ML techniques applied to materials modeling or simulation acceleration. * Experience developing Integrated Computational Materials Engineering (ICME) workflows connecting process ...

As a Research Scientist, you'll bridge simulation and experiment to drive groundbreaking progress ... This work will include validation of computational models with experimental data from the currently ...

As a Research Scientist, you'll bridge simulation and experiment to drive groundbreaking progress ... This work will include validation of computational models with experimental data from the currently ...

As a Research Scientist, you'll bridge simulation and experiment to drive groundbreaking progress ... This work will include validation of computational models with experimental data from the currently ...

WI · On-site

$79 - $142/hr

Sc. or equivalent in mechanical engineering, computational mechanics, computer science, or a ... Background and expertise in battery simulation * Experience with battery modeling combined with ...

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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.

What are popular job titles related to Computational Modeling Simulation Multiphysics jobs in Wisconsin?

For Computational Modeling Simulation Multiphysics jobs in Wisconsin, the most frequently searched job titles are:

What job categories do people searching Computational Modeling Simulation Multiphysics jobs in Wisconsin look for?

The top searched job categories for Computational Modeling Simulation Multiphysics jobs in Wisconsin are:

What cities in Wisconsin are hiring for Computational Modeling Simulation Multiphysics jobs?

Cities in Wisconsin with the most Computational Modeling Simulation Multiphysics job openings:

Infographic showing various Computational Modeling Simulation Multiphysics job openings in Wisconsin as of July 2026, with employment types broken down into 15% Internship, and 85% Full Time. Highlights an 100% In-person job distribution.

Computational Scientist

Madison, WI • On-site

Realta Fusion Inc.
Electric Power Generation • 1 - 10 employees

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted 3 days ago


Job description

Join Realta Fusion and help shape the future of fusion energy through advanced theory and computation. As a Computational Scientist, you'll enable modeling breakthroughs to drive groundbreaking progress on our next-generation magnetic mirror devices.

Realta Fusion is a rapidly growing start-up developing compact magnetic mirror fusion energy systems to address the biggest challenge of our time - tackling global climate change while ensuring a sufficient energy supply for at least ten billion people on (and off) earth. We are building a team with diverse talents dedicated to making fusion energy a real solution to humanity's most pressing problem.

This Scientist will contribute to several theoretical and computational projects to advance the physics basis for the high-field axisymmetric magnetic mirror. This work will include development and optimization of numerical models to enable high fidelity simulations of the currently operating Wisconsin HTS Axisymmetric Mirror (WHAM) at the University of Wisconsin-Madison, and future axisymmetric mirror devices at Realta. Strong focus will be on enhancing the team's ability to perform predictive simulations of fusion grade plasmas in tandem mirror traps and cascading high-fidelity simulation results down the modeling hierarchy. Achieving this will require leveraging state of the art techniques to accelerate performance of existing models and effective application of AI/ML techniques. This role will include participating in collaborations with external research groups at both national laboratories and universities, publishing work in peer-reviewed journals and disseminating results at conferences.

Responsibilities

  1. Lead and participate in theoretical and computational projects to advance the state-of-the-art in high-fidelity modeling of axisymmetric magnetic mirror devices.
  2. Apply high-performance computing models to guide the design of future axisymmetric mirror devices constructed at Realta.
  3. Employ state-of-the-art computational models to understand and explain experimental observations & trends.
  4. Conduct literature reviews, prepare reports and materials and disseminate information to appropriate entities. 
  5. Identify, write, or assist in developing grant opportunities, grant applications, proposals and other materials to secure funding in a startup-environment. 
  6. Publish and present results to advance research and ensure credibility for our work in the field of plasma physics & fusion energy.
  7. Serve as an institutional subject matter expert and liaison with key internal and external stakeholders providing expert level information and representing the interests of a specialized research area.
  8. Culture and Values: Foster a positive and inclusive work environment that aligns with the company's mission, values, and sustainability goals, promoting innovation, collaboration, and employee engagement.

Required Qualifications

  1. Education: PhD in Computer Science, Applied Mathematics, Plasma Physics, or a related field + minimum of 3 years' experience in applied research.
  2. Expert in developing state of the art numerical tools (for example, using finite element methods to solve coupled PDEs).
  3. Familiarity with applying surrogate models to cascade results from high-fidelity models to lower-fidelity models.
  4. Understanding of magnetically confined fusion plasma heating and technologies, such as bias-induced rotation, electron cyclotron heating, neutral beam injection, and RF heating. 
  5. Collaboration: Exceptional interpersonal and communication skills (written and verbal) to collaborate effectively with colleagues, external partners, and stakeholders.
  6. Demonstration of innovation capacity through IP generated and/or publications in the field.

Compensation & Benefits

What we are working on is hard... and hugely important. Realta Fusion is assembling a talented team bound together by a passion to solve humanity's biggest challenge with first-of-a-kind technology. Additionally, Realta offers:

  • Competitive compensation package, including equity stock options
  • Comprehensive benefits including health, dental, and vision insurance, plus a 401(k)
  • Flexible paid time off (PTO) to support work-life balance
  • Work and live in Madison, Wisconsin - one of America's most livable and vibrant cities

We value diversity as a critical factor in innovation and believe a diverse team is necessary to solve the toughest problems. We aim to create an inclusive environment that unleashes the full creativity of our team members from a wide variety of backgrounds and experiences. We provide equal employment opportunities to all individuals based on merit and without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other protected status under applicable laws.