美国阿贡国家实验室招聘博士后—网络中大规模动力学的不确定性量化与建模

美国阿贡国家实验室招聘博士后—网络中大规模动力学的不确定性量化与建模

Postdoctoral Appointee - Uncertainty Quantification and Modeling of Large-Scale Dynamics in Networks

Argonne National Laboratory

Location: Lemont, USA

Job Number: 7308866 (Ref #: 420061)

Posting Date: 1 month ago

Job Description

The Mathematics and Computer Science (MCS) Division at Argonne National Laboratory invites outstanding candidates to apply for a postdoctoral position in the area of uncertainty quantification and modeling of large-scale dynamics in networks. This role involves creating large scale models of dynamic phenomena in electrical power networks and quantifying the risk of rare events to mitigate vulnerabilities. The Postdoctoral Appointee will be responsible for the conceptual framework, design, and implementation of thesemodels, ensuring scalability on the DOE’s leadership computing facilities.

Position Requirements

Required skills, abilities, and knowledge:

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 skills, abilities, and knowledge:

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

Job Family

Postdoctoral

Job Profile

Postdoctoral Appointee

Worker Type

Long-Term (Fixed Term)

Time Type

Full time

The expected hiring range for this position is $70,758.00 - $110,379.55.

Please note that the pay range information is a general guideline only. The pay offered to a selected candidate will be determined based on factors such as, but not limited to, the scope and responsibilities of the position, the qualifications of the selected candidate, business considerations, internal equity, and external market pay for comparable jobs. Additionally, comprehensive benefits are part of the total rewards package.

Click here to view Argonne employee benefits!

准备申请国外博士后的各位老师注意了！知识人网（www.zsr.cc）小编每周定时更新最新的国内外博士后招聘信息以及访问学者、博士后资讯，感谢大家的关注！