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Qizhi He

6 days ago

Postdoctoral Researcher in AI-Enabled Modeling of Subsurface Fractures and Digital Twins University of Minnesota-Twin Cities in United States

Degree Level

Postdoc

Field of study

Computer Science

Funding

Full funding available
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Country

United States

University

University of Minnesota Twin Cities

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Keywords

Computer Science
Environmental Science
Mechanical Engineering
Materials Science
Earth Science
Python Programming
Carbon Storage
Geomechanics
Geothermal Engineering
Surrogate Modeling
Physics

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About this position

Postdoctoral Researcher opportunity at the University of Minnesota Twin Cities in the CIMS Lab with Assistant Professor Qizhi He.

The project focuses on AI-enabled modeling, simulation, and digital twins for subsurface fracture systems, with applications in geothermal energy, carbon storage, and fractured subsurface reservoirs.

Research interests include scientific machine learning, surrogate modeling, generative AI for computational science, differentiable solvers, differentiable physics, physics-based simulation, fracture mechanics, geomechanics, thermo-hydro-mechanical modeling, and GPU/HPC scientific computing.

Applicants should have strong programming skills. Experience with Python, JAX, PyTorch, numerical methods, reservoir/geomechanics simulators, or large-scale scientific computing is highly desirable.

To apply, interested candidates should email a CV to [email protected] and review the linked posting for additional details.

Funding details

Full funding including tuition fees and living expenses is available for this position. The scholarship covers all educational costs and provides a monthly stipend.

How to apply

Please submit your application including a cover letter, CV, academic transcripts, and contact information for two references. Applications should be sent via the online portal before the deadline.

More information can be found here

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