The Complex Systems Simulation and Optimization (CSSO) Group in the NREL Computational Science Center has an opening for a full-time Postdoctoral Researcher in Modeling, Simulation, Optimization and Machine Learning (ML) and its application to the operation and planning of transportation systems, especially electrified transportation systems. We are looking for a dynamic researcher with a strong technical background to help us decarbonize and improve energy efficiency of transportation systems through simulations, optimization and machine learning.
The successful candidate will participate in research creating simulations based on real data, formulating and solving optimization problems that arise in the optimal control and operation of transportation systems, as well as processing and analyzing high-fidelity transportation data sets to formulate ML-based surrogate models useful for transportation systems planning purposes.
Our focus is primarily in planning and operation toward decarbonization of mobility systems. We seek candidates capable of pursuing research directions that involve effective utilization of the modern parallel computing architectures available at NREL as well as cloud-based computing resources. Candidates with creative problem-solving skills, interest in cross-disciplinary collaboration, and a passion for the mission and goals of both NREL and EERE are of particular interest.
Responsibilities:
High fidelity simulation of operation and control of mobility systems.
Adopt existing – or develop new – optimization methods and machine learning methods to address NREL problems in energy-efficient optimal planning, operation and decarbonization of transportation systems
Model emerging technologies in transportation systems and develop high performance simulations.
Author publications and contribute to proposals to sustain research directions.
Basic Qualifications
Must be a recent PhD graduate within the last three years.
* Must meet educational requirements prior to employment start date.
Please click the link below for more details.
https://nrel.wd5.myworkdayjobs.com/en-US/NREL/job/Golden-CO/Postdoctoral-Researcher---Optimization-and-Machine-Learning-for-Transportation-Systems_R13042?q=R13042
免責聲明
本會承諾力求網站內容之準確性及完整性，但內容如有錯誤或遺漏，本會不會承擔任何賠償責任，所有本網站內容可隨時停止或變更網頁資料，及有關條款之內容，而不作另行通知。
Our association is committed to maintaining the accuracy and completeness of the website's content. However, we are not liable for any errors or omissions. The website content, including terms and conditions, may be discontinued or modified without prior notice.