Graduate Co-op – Computational Fluid Dynamics

Analytical-Mechanics-Associates,-Inc.-; Mountain View (CA); On-site; USD 40,000 - 45,000; Part time

Job summary

Analytical Mechanics Associates, Inc. invites a highly motivated Ph.D. student to join NASA Ames ARC in Moffett Field, CA, as a Graduate Co-op supporting GPU-accelerated CFD in the LAVA framework.

The role focuses on implementing and optimizing GPU-based combustion models, leveraging CUDA, MPI, OpenMP, and a Linux HPC environment. You will collaborate with CFD experts and contribute to performance profiling and optimization.

Qualifications

• Currently enrolled in a Ph.D. program in Computer Science, Aerospace Engineering, Mechanical Engineering, or a related technical discipline.
• Expertise in combustion physics and modeling.
• Programming proficiency in C/C++ and CUDA.

Responsibilities

• Collaborate with CFD experts to integrate GPU enhancements into solvers such as Cart3D and LAVA.
• Conduct hardware-level GPU optimizations, including occupancy tuning, register usage, and memory hierarchy improvements.
• Improve I/O performance, including potential compression and in-situ analysis.
• Design and implement a GPU-accelerated library tailored to linear solvers for implicit CFD analysis.
• Profile and analyze performance using Nsight tools to ensure efficient GPU usage.
• Document progress and present results to the Computational Aerosciences Branch team.

Skills

CUDA

C/C++

MPI

OpenMP

GPU programming

HPC

Linux

Nsight

Cart3D

LAVA

CUDA profiling

Education

Ph.D. student

Tools

Cart3D

LAVA

Nsight Systems

Nsight Compute

CUDA Toolkit

MPI

OpenMP

Job description

Job Description:Analytical Mechanics Associates (AMA) is seeking a highly motivated and detail-oriented Graduate Co-op to support NASA Ames Research Center (ARC) in Moffett Field, CA, under the Aircraft Systems and Spaceflight Engineering Support Services (ASSESS) contract. The position will support the Computational Aerosciences Branch (TNA).This part-time co-op position is designed for a graduate student currently pursuing a Ph.D. with a strong background in combustion flow modeling, high-performance computing (HPC), and GPU programming. The co-op will contribute to the implementation, optimization, and verification/validation of turbulent combustion capabilities in NASA’s LAVA computational fluid dynamics (CFD) solvers, enhancing simulations critical to aerospace research.About the ProjectThe Computational Aerosciences Branch (TNA) at NASA Ames Research Center develops and applies advanced computational tools for aerospace applications. This position focuses on implementing and optimizing GPU-resident combustion modeling capabilities in the LAVA CFD solver. The successful candidate will work on improving a highly robust and accurate numerical scheme for combustion flow simulation, utilizing a sophisticated software stack including C/C++, CUDA, MPI, OpenMP, and NVIDIA profiling tools in a Linux-based HPC environment.ResponsibilitiesCollaborate with CFD experts to integrate GPU enhancements into solvers such as Cart3D and LAVA.Conduct hardware-level GPU optimizations, including occupancy tuning, register usage, memory hierarchy improvements, and asynchronous stream utilization.Improve I/O performance, including potential compression and in-situ analysis.Design and implement a GPU-accelerated library tailored to linear solvers for implicit CFD analysis.Profile and analyze performance using tools such as Nsight Systems and Nsight Compute to ensure efficient use of GPU resources.Document work and present progress to the Computational Aerosciences Branch team.Desired SkillsExpertise in fluid dynamics and computational fluid dynamics, with an understanding of numerical schemes and their robustness and dissipation properties.Strong expertise in combustion flow physics and combustion flow modeling, including knowledge of subgrid-scale models for turbulent combustion such as thickened-flame and flamelet methods.Familiarity with canonical benchmark configurations for turbulent combustion simulations.Strong proficiency in C/C++.Knowledge of CUDA and GPU programming.Knowledge of MPI and OpenMP for parallel computing.Experience with Git and GitLab for version control and CI/CD pipelines.Proficiency in Linux-based systems and HPC supercomputing environments.Understanding of GPU memory hierarchy and optimization techniques.Required QualificationsCurrently enrolled in a Ph.D. program in Computer Science, Aerospace Engineering, Mechanical Engineering, or a related technical discipline.Expertise in combustion physics and modeling.Programming proficiency in C/C++ and CUDA.Strong communication and collaboration skills.Salary Range: $29.00–$33.50/hourU.S. CITIZENSHIP REQUIREDDue to the requirements associated with this position and work performed at NASA Ames Research Center, candidates must be U.S. citizens.Analytical Mechanics Associates (AMA) is proud of our customer relationships, our diverse and dynamic work environment, and our employees' career satisfaction. AMA is a small business with a wide reach; headquartered in Hampton, VA, AMA has operations in Greenbelt, MD; Huntsville, AL; Dallas and Houston, TX; Denver, CO; Mountain View, CA; and Edwards Air Force Base, CA. With over 60 years of experience, AMA specializes in aerospace engineering, science, analytics, information technology, and visualization solutions. AMA combines the best of engineering, science, and mathematics capabilities with the latest in information technologies, visualization, and multimedia to build creative solutions. We offer competitive salaries and a substantial benefits package, including but not limited to paid personal and federally recognized holiday leave, salary deferrals into a 401(k)-matching plan with immediate vesting, tuition reimbursement, short/long term disability plans, and a variety of medical, dental, and vision insurance options.AMA is committed to the professional growth of every employee, understanding that the successes of our employees drive our success. We provide a work environment that is engaging, collaborative, and supportive. .AMA is an Equal Opportunity Employer and does not discriminate against any applicant for employment or employee because of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, protected veteran status, or any other characteristic prohibited under federal, state, or local laws.