Postdoctoral Researcher
1 week ago
Argonne National Laboratory is seeking a highly skilled Postdoctoral Appointee to work at the intersection of scientific machine learning (SciML) and large-scale simulation codes.
Job Summary:The successful candidate will engage with projects that integrate machine learning (ML) components into partial differential equations (PDE)-based simulations, enabling ML algorithms to function as part of the simulation framework. This role involves coupling simulations with ML, allowing for simultaneous training of these components within the simulation environment.
Key Responsibilities:- Design ML kernels as local operators, embedding them within large-scale simulation codes.
- Explore the use of advanced solvers like PETSc for these developments, expanding their SciML applicability to a wider range of scientific applications.
- Collaborate with scientists from multiple domains to enhance simulation speeds and accuracy through ML techniques.
- Ph.D. (completed within the last 0-5 years) in applied mathematics, physics, computer science, mechanical engineering, aerospace engineering, or similar fields.
- Experience contributing to scientific software in C, C++, Python, or comparable languages.
- Strong background in computational fluid dynamics (CFD), machine learning (ML), and high-performance computing (HPC).
- Collaborative skills, including working well with other scientists, divisions, laboratories, and universities.
- Effective oral and written communication skills with all levels of the organization.
- Demonstrated experience with parallel algorithms, for example, using frameworks like MPI, OpenMP, CUDA, Kokkos, SYCL, or similar.
- Demonstrated experience running applications at scale (> 50 computing nodes).
- Experience with PETSc (or other scientific libraries used as external solvers) and its integration with ML frameworks such as PyTorch.
Argonne National Laboratory is an equal employment opportunity and affirmative action employer, committed to a diverse and inclusive workplace that fosters collaborative scientific discovery and innovation. We encourage minorities, women, veterans, and individuals with disabilities to apply for employment.
-
Postdoctoral Researcher
3 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob SummaryWe are seeking a highly motivated Postdoctoral Appointee to join our team at Argonne National Laboratory. As a Postdoctoral Researcher, you will play a key role in exploring and implementing large language model (LLM) agents for streamlining complex workflows in computational chemistry and material science.Key ResponsibilitiesApply LLMs to enhance...
-
Postdoctoral Researcher
2 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob DescriptionThe Multiphysics Computations Group at Argonne National Laboratory is seeking a highly skilled postdoctoral researcher to join our team. As a postdoctoral researcher, you will be part of a multidisciplinary team working on advanced computational methods for multiphysics simulations.Key ResponsibilitiesDevelop and implement advanced...
-
Postdoctoral Researcher
2 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob SummaryWe are seeking a highly motivated and experienced Postdoctoral Appointee to join our team at Argonne National Laboratory. The successful candidate will contribute to research accelerating the clean up and remediation of the Hanford Site waste tanks, a complex environmental remediation project in the United States.Key ResponsibilitiesConduct...
-
Lemont, Illinois, United States Argonne National Laboratory Full timePostdoctoral Researcher OpportunityWe are seeking a highly motivated postdoctoral researcher to join our team at Argonne National Laboratory. The successful candidate will work on developing and implementing algorithms for solving optimization problems related to digital twins, with a focus on analysis and implementation of mathematical models for complex...
-
Postdoctoral Researcher
4 days ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob SummaryWe are seeking a highly skilled Postdoctoral Appointee to join our team at Argonne National Laboratory. The successful candidate will be responsible for conducting cutting-edge research in multiphysics simulations, reduced-order modeling, and high-performance computing.Key ResponsibilitiesDevelop and implement advanced computational fluid dynamics...
-
Postdoctoral Researcher
2 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob DescriptionJob Summary: We are seeking a highly skilled Postdoctoral Appointee to join our team at Argonne National Laboratory. The successful candidate will be responsible for conducting experimental research in high-temperature chemical kinetics, focusing on the study of radicals and molecules.Key Responsibilities:Design and develop novel experimental...
-
Lemont, Illinois, United States Argonne National Laboratory Full timeJob SummaryArgonne National Laboratory is seeking a highly skilled postdoctoral researcher to join our team in the Applied Materials Division. As a postdoctoral researcher, you will play a key role in advancing the development of electrochemical separation technologies for applications in energy production and resource recovery.Key ResponsibilitiesDesign and...
-
Postdoctoral Researcher
2 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob SummaryWe are seeking a highly skilled Postdoctoral Appointee to join our team at Argonne National Laboratory. The successful candidate will work on developing an integrated computational framework to model electrochemical processes related to steel production.Key ResponsibilitiesDevelop and deploy state-of-the-art tools for scientific computing to model...
-
Postdoctoral Researcher
3 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob SummaryWe are seeking a highly skilled Postdoctoral Appointee to join our team at Argonne National Laboratory. As a key member of our research group, you will play a crucial role in developing and implementing large language model (LLM) agents to streamline complex scientific workflows in computational chemistry and material science.Key...
-
Postdoctoral Researcher
3 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob SummaryWe are seeking a highly skilled Postdoctoral Appointee to join our team at Argonne National Laboratory. As a key member of our research group, you will play a critical role in developing and implementing large language model (LLM) agents to streamline complex scientific workflows in computational chemistry and material science.Key...
-
Postdoctoral Researcher
5 hours ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob Title: Postdoctoral AppointeeArgonne National Laboratory is seeking a highly skilled Postdoctoral Appointee to join our team in the Leadership Computing Facility (ALCF) and Mathematics and Computer Science Division (MCS). The successful candidate will work at the intersection of scientific machine learning (SciML) and large-scale simulation codes.Job...
-
Postdoctoral Researcher
4 days ago
Lemont, Illinois, United States Argonne National Laboratory Full timeRevolutionize Scientific Workflows with AIArgonne National Laboratory is seeking a highly motivated Postdoctoral Appointee to explore the application of large language models (LLMs) in streamlining complex scientific workflows for computational chemistry and material science. As a key member of our team, you will develop innovative solutions using LLMs to...
-
Postdoctoral Researcher
2 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob DescriptionJob Summary: We are seeking a highly skilled Postdoctoral Appointee to join our team at Argonne National Laboratory. The successful candidate will be responsible for conducting experimental research in high-temperature chemical kinetics, focusing on the study of radicals and molecules over broad ranges of pressure.Key Responsibilities:Design...
-
Postdoctoral Researcher in Energy Economics
4 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeOverviewThe Energy Systems and Infrastructure Analysis (ESIA) division is dedicated to enhancing energy security and promoting environmental sustainability. Our mission involves assessing the advantages and challenges associated with efficient energy technologies to advance the sustainability and resilience of U.S. energy systems. We employ and refine...
-
Postdoctoral Researcher
4 days ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob Title: Postdoctoral Appointee - Gas Turbine ModelingArgonne National Laboratory is seeking a highly motivated Postdoctoral Appointee to join our Multi-Physics Computations group. The successful candidate will be part of a multidisciplinary team working on advanced energy technologies, focusing on gas turbine engines.Job Summary:The Postdoctoral Appointee...
-
Postdoctoral Researcher
2 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob DescriptionThe Applied Materials Division at Argonne National Laboratory has an immediate opening for a Postdoctoral Appointee. The candidate will be responsible for reviewing and developing design methods and models for high-temperature structural materials, such as metals and ceramics, with applications in nuclear reactors, concentrating solar power,...
-
Lemont, Illinois, United States Argonne National Laboratory Full timePostdoctoral Appointee in Wetland Ecosystem ScienceThe Environmental Science Division at Argonne National Laboratory is seeking a highly motivated postdoctoral researcher to contribute to a project focused on improving model representations of carbon cycling and greenhouse gas fluxes in terrestrial wetlands.Key Responsibilities:Conduct field measurements and...
-
Postdoctoral Researcher
4 days ago
Lemont, Illinois, United States Argonne National Laboratory Full timeJob SummaryWe are seeking a highly motivated Postdoctoral Appointee to join our team at the Argonne Leadership Computing Facility (ALCF). The successful candidate will contribute to the development and implementation of scalable workflow tools for coupling traditional HPC simulations with AI/ML.Key ResponsibilitiesCollaborate with scientists and researchers...
-
Postdoctoral Researcher in Fuel Cell Technology
4 weeks ago
Lemont, Illinois, United States Argonne National Laboratory Full timeThe Hydrogen Fuel Cell and Water Electrolysis Group at Argonne National Laboratory is actively seeking a Postdoctoral Appointee to engage in the fabrication and evaluation of polymeric ion-exchange membranes tailored for fuel cell applications. This position is situated within the Transportation and Power Systems Division, part of the Advanced Energy...
-
Lemont, Illinois, United States Argonne National Laboratory Full timePosition OverviewThe Hydrogen Fuel Cell and Water Electrolysis Group at Argonne National Laboratory is looking for a postdoctoral researcher to engage in the development and evaluation of polymeric ion-exchange membranes tailored for fuel cell applications. This role is situated within the Transportation and Power Systems Division, part of the Advanced...
