Postdoc, Energy Systems: AI + Modelica for HVAC & Data Centers

Lawrence Berkeley National Laboratory; San Francisco (CA); Híbrido; USD 92.000 - 100.000; Tempo integral

Benefícios oferecidos por esta vaga

PTO 24 days per year

Paid holidays

Postdoc Association

Resumo da vaga

Lawrence Berkeley National Laboratory is seeking a Postdoctoral Scholar in Energy Systems to develop software tools for design and control of HVAC and data center cooling systems using Python, Modelica, and AI-based methods. You will deploy tools in lab and field settings and collaborate across multidisciplinary teams.

Applicants should have a PhD in a relevant field, strong HVAC knowledge, and hands-on experience with thermo-fluid modeling, simulation, and data analysis.

Qualificações

• PhD in mechanical, architectural, electrical engineering or CS.
• Strong knowledge of HVAC equipment and data center cooling.
• Experience applying AI technologies and data analysis tools.
• Experience with modeling and simulation of thermo-fluid systems.
• Hands-on testing and system design/operation.

Responsabilidades

• Develop Python- and Modelica-based software for HVAC/system design.
• Investigate AI, ML, optimization algorithms for control tasks.
• Deploy software at lab and field sites.
• Publish results and collaborate with industry partners.

Conhecimentos

Python

Modelica

AI/ML

Thermo-fluid analysis

Data analysis

Communication skills

Formação

PhD in mechanical/architectural/electrical engineering or CS

Ferramentas

Modelica

Python

Descrição da vaga

Lawrence Berkeley National Laboratory is seeking a Postdoctoral Scholar in Energy Systems to develop software tools for design and control of HVAC and data center cooling systems using Python, Modelica, and AI-based methods. You will deploy tools in lab and field settings and collaborate across multidisciplinary teams.

Applicants should have a PhD in a relevant field, strong HVAC knowledge, and hands-on experience with thermo-fluid modeling, simulation, and data analysis.