Postdoctoral Researcher (f_m_x) – Adaptive Digital Twin Prototypes for EGS Systems
Core
Developing high-fidelity, adaptive Digital Twin prototypes of Enhanced Geothermal Systems (EGS) to support field operation planning and near-real-time simulation of stimulation treatments.
Role type
Postdoctoral Researcher (Research & Simulation)
Builds
AI-physics-based surrogate Digital Twin prototypes for EGS field demonstrators
Domain
Geothermal energy, subsurface modeling, Earth sciences
Deliverable
production ML models | dashboards & analysis
Required skills
numerical modelling, multi-physics reservoir simulation, C++, Python, data integration, uncertainty quantification, HPC concepts
Preferred skills
Julia, original research publications, creative and critical thinking
Technologies
C++, Python, Julia, multi-physics reservoir simulators
Responsibilities
Collect and coordinate geological and material property data from partners; Integrate data into multi-physics reservoir simulators; Validate models against operational data; Construct datasets to train physics-preserving AI surrogate models; Identify influential parameters to quantify system uncertainties; Integrate field data inputs and DT results outputs to assist control algorithms
Seniority
Postdoctoral, research-focused IC