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Postdoctoral researcher (f_m_x) – adaptive digital twin prototypes for egs systems

Potsdam
Helmholtz Centre Potsdam
Inserat online seit: 26 Mai
Beschreibung

Reference Number

11253

UPLIFT brings together key European EGS industry and research institutions to demonstrate, at Czechia\u2019s leading energy research site RINGEN, how multi-stage Enhanced Geothermal System (EGS) stimulation can be efficiently implemented in Europe, while reducing technical, social, and environmental risks. This includes adaptive stimulation designs for more efficient and safe permeability enhancement and micro-turbine drilling to improve reservoir access. To support this, we will investigate the self-propping behaviour of European basement rocks through laboratory experiments, benchmark these results against acid and proppant-based stimulation methods, and compare water-only with proppant-based stimulation treatments in the Bedretto Underground Laboratory. Additionally, we will develop high-fidelity, physics-based Digital Twins to guide stimulation designs, as well as fast surrogate models for real-time operational decision-making. \n

The PostDoc position offers the opportunity to develop a high-fidelity, adaptive Digital Twin (DT) prototype of an EGS to support planning of field operations and to demonstrate near-real-time simulations of stimulation treatments and system responses via an AI-physics-based surrogate DT of the EGS. \n


Your responsibilities: \n
\n
1. Collect and coordinate with the partners available data on the local geology, material properties, and boundary conditions of the investigated site \n
2. Integrate the data into a multi-physics reservoir simulator to provide a high-fidelity and physically-realistic digital representation of the reservoir\u2019s thermo-hydro-mechanical response \n
3. Validate the model against operational data from the project partners\u00a0 \n
4. Construct a representative data set of expected system variability to train and validate a physics-preserving AI-driven surrogate model for real-time use in the field demonstrator \n
5. Use the surrogate model to identify the most influential parameters and properties to quantify the resulting system uncertainties to inform and steer the stimulation strategies for the targeted reservoir \n
6. Seamless integration (input) of the acquired field data into the simulation environment to help identify best operation practices \n
7. Seamless integration (output) of the DT results to the operations team and seismic team to assist optimal and flexible control algorithms to steer the field experiments \n


About You: \n

Essential Qualifications:\u00a0 \n

\n
8. Master's degree and PhD in Earth, Environmental or Physical Sciences, or in a related field \n
9. Advanced expertise in numerical modelling (specifically relevant for thermal hydraulic and mechanical reservoir analysis) and complex simulation environments (familiarity with HPC concepts is an asset)\u00a0 \n
10. Familiarity with basic coding concepts (e.g. basic control and data structures, object-oriented programming, troubleshooting and debugging) specifically for C++ and Python (Julia) programming languages \n
11. Demonstrated capacity for international teamwork and excellent communication skills \n \n

Desirable Qualifications: \n

\n
12. Creative and critical thinking, and the ability to publish, are demonstrated by a record of original and innovative publications \n
13. Proficiency in spoken and written English. German language skills are useful, but no requirement \n
14. Excellent communication skills \n


What we offer: \n
\n
15. Ambitious and varied tasks in a dynamic and international research environment \n
16. State-of-the-art equipment \n
17. Public service benefits \n
18. Extensive training opportunities \n
19. Professional career advice offered by our in-house Career-Centre \n
20. Flexible working hours and conditions \n
21. Support with finding a good work-life balance offered by benefit@work \n
22. Institute day-care centre on site \n
23. Working at the Albert Einstein Science Park on the Telegrafenberg in Potsdam\u00a0 \n
24. Workplace within walking distance of Potsdam main train station, or just a short ride on the shuttle bus \n Start date: As soon as possible
Fixed-term: 36 months
Salary: The position is classed as salary group 13 according to \u201cTV\u00f6D Bund (Tarifgebiet Ost)\u201d. The salary group is determined on the basis of the Collective Wage Agreement and the respective personal qualifications.
Working hours: Full-time (currently 39 h\/week); The position is generally suitable for part-time work.
Place of work: Potsdam \n\n


Have we piqued your interest? \nIf so, we look forward to receiving your application by 17th June 2026. Please use our online application form only.\n\nRequired documents: \n
\n
25. Letter of motivation detailing your background, interest in the position and general career goals \n
26. Curriculum Vitae \n
27. Academic credentials (mark sheets and degree statements\/certificates) \n
28. Short abstract of the PhD thesis or equivalent \n
29. References: the names and contact details of at least two referees \n \n \n\n

The GFZ actively promotes diversity and explicitly welcomes applications from all qualified individuals, regardless of ethnic and social origin, nationality, gender, sexual orientation and identity, religion\/belief, age and physical characteristics. We also promote an inclusive working environment in which everyone can fully develop their own talents. Anyone who has been recognised as severely disabled will be given preferential consideration in the event of equal suitability and qualification in accordance with the provisions of the German Social Code IX. If you have any further queries regarding gender equality, please do not hesitate to contact our Equal Opportunities Officer. \n

\u201cDiversity in perspectives\u201d is one of GFZ's core values. As an integral part of supporting diversity at our centre, we actively promote women in science and in leadership positions. We, among others, do this through our gender equality plan and the cascade model measures,\u00a0which we actively implement to enable sustainable equal opportunities in academic career paths. The GFZ thus committedly strives for gender equality in science, including in leadership positions, and strongly encourages women to apply. \n\n

Data protection information for applicants \n\nIn case of any further queries regarding the field of activity, please contact Dr. Mauro Cacace via email. If you have any general questions about the application process, please contact our recruiting team at our phone number +49 (0) 331-6264-28787.","validThrough":"2026-06-17T23:59:59+02:00","hiringOrganization":{"@type":"Organization","name":"GFZ Helmholtz-Zentrum f\u00fcr Geoforschung","sameAs":"http:\/\/www.gfz.de","logo":"https:\/\/gfz.concludis.de\/download\/design\/MTU2OTQyMA==\/GFZ_concludis.jpg"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Potsdam","postalCode":"14473","addressCountry":"DE"}},"employmentType":["FULL_TIME","TEMPORARY"]}

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