Postdoctoral Researcher

2 weeks ago


Lemont, Illinois, United States Argonne National Laboratory Full time
Job Summary

We are seeking a highly skilled Postdoctoral Appointee to join our team at Argonne National Laboratory. The successful candidate will be responsible for performing multi-physics and multi-scale CFD simulations of gas turbine engines.

Key Responsibilities
  • Conduct high-fidelity simulations of gas turbine combustors with gaseous fuels for stationary power generation applications, focusing on de-carbonization of this sector via the use of Carbon-less and low-Carbon fuels.
  • Develop machine learning based reduced-order models for predicting rare events including flame flashback.
  • Collaborate with a multidisciplinary team involving experimentalists, CFD experts, and computational scientists to run simulations using next-generation supercomputing architectures.
  • Present and publish results in peer-reviewed society technical reports, journal articles, and meetings with key stakeholders.
Requirements
  • Ph.D. in Mechanical/Aerospace engineering, chemical engineering, applied mathematics, or a related discipline, with 0-3 years post-Ph.D. experience.
  • Knowledge of gas turbine combustion theory of operation and liquid and gaseous fuels for gas turbine applications.
  • Experience in the use of ML software for reduced-order modeling and simulations, CFD, management and analysis of big data, and parallel scientific computing.
  • Ability to collaborate and work well with other divisions, laboratories, universities, and industry.
  • Skilled verbal and written communication skills at all levels of the organization.
Preferred Qualifications
  • Understanding of turbulence, chemical kinetics, reacting flow physics, and combustion modeling.
  • Experience in simulation of turbulent reacting flows in gas turbine combustors using CFD codes.
  • Experience with high-order CFD methods and solvers.


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