Requisition Id 5838
We are seeking a Postdoctoral Research Associate for the Computational Earth Sciences group in the Computational Science and Engineering Division (CSED). The candidate will develop and apply mathematical theory and models of hydraulics and hydrology for accelerator-based supercomputing platforms (e.g., Summit, Frontier, Aurora, and Perlmutter) and to conduct simulations and analysis for applications, including flood inundation, weather prediction, and Earth system modeling. CSED focuses on transdisciplinary computational science and analytics at scale to enable scientific discovery across the physical sciences, engineered systems, and biomedicine and health. It provides foundations and advances in quantum information sciences to enable quantum computers, devices, and networked systems. It develops community applications, data assets, and technologies and provides assurance to build knowledge and impact in novel, crosscut-science outcomes.
The candidate will be a postdoctoral scientist within the CES Group of the Advanced computing methods for Physical Sciences Section in CSED. The CES group is focused on the conduct of world-class research and development in Earth system modeling, model-data integration, large scale data analytics and machine learning, and model benchmarking at DOE’s Leadership Class Computing Facilities (LCFs) and its National Energy Research Scientific Computing Center (NERSC). The CES group has specific strengths in numerical methods, simulation, and analysis focused on terrestrial hydrology and biogeochemistry, atmospheric and ocean dynamics, aerosols, regional climate, ice sheets and sea level rise, and the global carbon cycle.
● Design or redesign and implement algorithms for simulation of hydraulics and/or meso- to global-scale hydrology on unique hybrid (CPU/GPU) supercomputing architectures.
● Conduct simulation and analyses and performance tracking of computational kernels of shallow water equations, standalone hydrologic models, and hydrologic models coupled with other Earth system model components on various high performance computing platforms.
● Collaborate with a diverse team of Earth system and computational scientists, both within the CESG and across DOE Labs, partner universities, and other federal agency sponsors.
● Publish research in peer-reviewed journals and agency reports, and present results at national and international conferences.
● Ph.D. degree in computational science, hydraulics/hydrologic engineering, applied mathematics, Earth system science, atmospheric science, or a related field completed within the last 5 years.
● 2+ years of experience in model development, simulation, and/or analysis.
● Previous experience developing and applying models of surface or subsurface hydrology, river transport and flow, or the global water cycle;
● Experience with FORTRAN, C/C++, and Python;
● Familiarity and parallel programming experience with MPI, OpenMP, OpenACC, CUDA, including performance-portable programming models such as Kokkos, Legion, and HPX;
● Knowledge of commonly used data file formats and conventions (e.g., CF, netCDF, HDF);
● Experience with high performance computing, advanced statistical and machine learning methods, and visual data analytics;
● Strong motivation to conduct cutting-edge Earth system, weather, and flood simulation studies within multi-disciplinary teams;
● Ability to report regular progress and publicize results through contributions to manuscripts, reports, and conference presentations; and
● Excellent verbal and written communication skills.
Applicants cannot have received their Ph.D. more than five years prior to the date of application and must complete all degree requirements before starting their appointment. The appointment length will be for up to 24 months with the potential for extension. Initial appointments and extensions are subject to performance and the availability of funding.
Relocation: Moving can be overwhelming and expensive. UT-Battelle offers a generous relocation package to ease the transition process. Domestic and international relocation assistance is available for certain positions. If invited to interview, be sure to ask your Recruiter (Talent Acquisition Partner) for details.
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This position will remain open for a minimum of 5 days after which it will close when a qualified candidate is identified and/or hired.
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ORNL is an equal opportunity employer. All qualified applicants, including individuals with disabilities and protected veterans, are encouraged to apply. UT-Battelle is an E-Verify employer.