Argonne National Laboratory · 4 months ago
Postdoctoral Appointee - Uncertainty Quantification and Modeling of Large-Scale Dynamics in Networks
Lemont, IL
Full-time
Onsite
New Grad, Entry Level
$71K/yr - $110K/yr
0+ years expArgonne National Laboratory conducts researches in basic science, energy resources, and environmental management. They are seeking a Postdoctoral Appointee to work on uncertainty quantification and modeling of large-scale dynamics in networks, focusing on creating models for electrical power networks and assessing risks associated with rare events.
EnergySecuritySocial Impact
Responsibilities
Creating large scale models of dynamic phenomena in electrical power networks
Quantifying the risk of rare events to mitigate vulnerabilities
Responsible for the conceptual framework, design, and implementation of these models
Ensuring scalability on the DOE’s leadership computing facilities
Qualification
Required
Recent or soon-to-be completed PhD (within the last 0-5 years) by the start of the appointment in computer science, electrical engineering, applied mathematics, or a related field
Candidates should have expertise in two or more of the following areas: Uncertainty quantification, numerical solutions of differential equations, and stochastic processes
Knowledge in modeling and algorithms for large-scale ordinary differential equations (ODEs) and differential-algebraic equations (DAEs)
Proficiency in a scientific programming language (e.g., C, C++, Fortran, or Julia)
Experience in statistical modeling and probabilistic analysis
Ability to model Argonne's core values of impact, safety, respect, impact and teamwork
Preferred
Expertise in rare event simulation, deep learning, and developing computationally efficient approaches for simulation and modeling in complex systems is highly desirable
Experience with parallel computing, large-scale computational science, and simulation of networked physical systems
Familiarity with techniques for sensitivity analysis and handling high-dimensional problems
Experience in power grid applications
Company
Argonne National Laboratory
Argonne National Laboratory conducts researches in basic science, energy resources, and environmental management.
1001-5000 employees
H1B Sponsorship
Argonne National Laboratory has a track record of offering H1B sponsorships. Please note that this does not
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Trends of Total Sponsorships
2022 (6)
2021 (2)
Funding
Current Stage
Late StageTotal Funding
$41.4MKey Investors
Advanced Research Projects Agency for HealthUS Department of EnergyU.S. Department of Homeland Security
2024-11-14Grant· $21.7M
2023-09-27Grant
2023-01-17Grant
Leadership Team
Raeanna Sharp- Geiger
COO
Paul Kearns
Laboratory Director
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