Talent.com
Research Associate / PhD Student (f/m/d) - Development of methodologies for high fidelity digital twins targeting industry scale wind turbines
Research Associate / PhD Student (f/m/d) - Development of methodologies for high fidelity digital twins targeting industry scale wind turbinesTechnical University of Munich • Munich, DE
Research Associate / PhD Student (f / m / d) - Development of methodologies for high fidelity digital twins targeting industry scale wind turbines

Research Associate / PhD Student (f / m / d) - Development of methodologies for high fidelity digital twins targeting industry scale wind turbines

Technical University of Munich • Munich, DE
Vor 19 Tagen
Stellenbeschreibung

Research Associate / PhD Student (f / m / d) - Development of methodologies for high fidelity digital twins targeting industry scale wind turbines

23.01., Academic staff

The

The position addresses critical challenges faced by modern wind turbines operating under changing climate conditions, shifting wind patterns, and structural ageing. As turbines experience evolving loads, discrepancies arise between physical assets and their nominal digital designs, complicating accurate prediction of structural behavior and sustainable lifecycle management. This research aims to overcome these challenges by advancing sensitivity-based modelling, fluid–structure interaction (FSI) methods, inverse problem solving, and surrogate modeling techniques, ultimately enabling predictive, adaptive, and efficient digital twin frameworks for real-world wind turbines.

Position information :

  • Application deadline : 30.04.
  • Starting date : 01.09.
  • Position type : full time
  • Position duration : 3 years

Research Objectives

  • Development of sensitivity framework for coupled sensitivity analysis.
  • Extend the developed framework to support FSI problems, and identify suitable sensitivity computation methods.
  • Identify important modelling parameters for the digital model.
  • Create a digital model of the wind turbine whilst having the important modelling parameters variable.
  • Develop methodologies to solve coupled inverse problems.
  • Use the measurement / test data to identify the high-fidelity modelling parameters by solving the inverse problem.
  • Validate the digital model against test scenarios.
  • Perform what-if analyses for the developed digital models.
  • Develop interfaces to provide feedback from the digital twin to the physical turbine.
  • Enhance the prediction efficiency by incorporating solutions from surrogate models.
  • Expected Profile

    Essential Qualifications

  • Master’s degree (or equivalent) in Mechanical / Civil / Computational Engineering, or related.
  • Strong background in numerical methods in engineering, computational mechanics, modelling and simulation in CFD / FEA.
  • Experience with scientific programming (at least Python and C++).
  • Excellent written and spoken English.
  • Very strong team working skills in international, interdisciplinary settings.
  • Very good self organization.
  • Desirable Skills

  • Very good knowledge of fluid–structure interaction (FSI).
  • Good experience with digital twins, model updating, or structural dynamics.
  • Understanding of optimization, inverse problems, or sensitivity analysis.
  • Familiarity with surrogate models (ROMs, ML-based surrogates).
  • Motivation for renewable energy and wind turbine technology.
  • What We Offer

  • Fully funded MSCA Doctoral Network position.
  • Participation in a cutting‑edge research project with high societal importance
  • Vibrant and inspiring research environment within an international multidisciplinary team.
  • Working at one of the leading technical universities in Europe.
  • Competitive salary and mobility allowance per The position is suitable for disabled persons. Disabled applicants will be given preference in case of generally equivalent suitability, aptitude and professional performance.
  • How to Apply

    Please submit the following to with the subject "Application for COMBINE DC position"

    Curriculum Vitae. Motivation letter describing your research interests and specific fit to the offered position. Relevant certificates and diplomas, transcript of records. Contact details of at least two references.

    All the other positions offered by COMBINE can be found in Datenschutzhinweise gemäß Art. 13 Datenschutz-Grundverordnung (DSGVO) zur Erhebung und Verarbeitung von personenbezogenen Daten im Rahmen Ihrer Bewerbung. (data protection information on collecting and processing personal data contained in your application in accordance with Art. 13 of the General Data Protection Regulation (GDPR)). By submitting your application, you confirm that you have acknowledged the above data protection information of TUM.

    Jobalert für diese Suche erstellen

    Research Associate PhD Student fmd Development of methodologies for high fidelity digital twins targeting industry scale wind turbines • Munich, DE

    Ähnliche Stellen
    AI Prompt Evaluator (Croatian) | Essen, Germany

    AI Prompt Evaluator (Croatian) | Essen, Germany

    Cross Border Talents • Munich, Germany
    Quick Apply
    Fluent Croatian + English (B2 or higher).Bachelors degree, work permit for Germany.Apply here or send your CV directly to. Affordable cost of living compared to Berlin, Munich, or Frankfurt.Green ci...Mehr anzeigen
    Zuletzt aktualisiert: vor 5 Tagen
    Founders Associate (gn) Fulltime @ Biotech Startup, Munich

    Founders Associate (gn) Fulltime @ Biotech Startup, Munich

    Mycolever • Munich, Bavaria, Germany
    Quick Apply
    At Mycolever, we are building the powerhouse for sustainable fungal biocompounds.We are unlocking the biodiversity of fungi to supercharge the industrial bioeconomy. Our journey begins with our glyc...Mehr anzeigen
    Zuletzt aktualisiert: vor über 30 Tagen
    Senior Consultant (m / w / d) Leadership Assessment & Development

    Senior Consultant (m / w / d) Leadership Assessment & Development

    Profil M GmbH & Co. KG • bundesweit, Köln, München, Hamburg, Berlin, Düsseldorf
    Unsere Mission ist es, mit unseren Kunden durch gute Führung eine gute Zukunft zu schaffen.Wir sind führend im Leadership Development. Seit 2001 unterstützen wir unsere meist international agierende...Mehr anzeigen
    Zuletzt aktualisiert: vor 2 Tagen • Gesponsert
    Postdoc Bioinformatics / Research Software Engineer (f / m / x) - Inklusiver Job 🦼 🦻 🦯

    Postdoc Bioinformatics / Research Software Engineer (f / m / x) - Inklusiver Job 🦼 🦻 🦯

    Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) • München, Bayern, DE
    Your role in cutting-edge research.DZNE is a world-leading, internationally oriented center for cutting-edge research on neurodegenerative diseases. We are seeking a highly motivated and skilled pos...Mehr anzeigen
    Zuletzt aktualisiert: vor 6 Tagen • Gesponsert
    Founder’s Associate (m / f / d)

    Founder’s Associate (m / f / d)

    Custom Surgical GmbH • Munich, Bavaria, Germany
    Quick Apply
    Custom Surgical is a fast-growing.AI-powered medical technology startup.D visualization and intelligent Computer Aided Diagnosis systems. We work at the intersection of.We are an ambitious, internat...Mehr anzeigen
    Zuletzt aktualisiert: vor 8 Tagen
    Wissenschaftliche : R Mitarbeiter : In (All Genders) Joint Innovation Hub – Full-Stack-Entwickler Master

    Wissenschaftliche : R Mitarbeiter : In (All Genders) Joint Innovation Hub – Full-Stack-Entwickler Master

    Fraunhofer-Institut für System- und Innovationsforschung ISI • München, München (Kreis), Bayern
    Wissenschaftliche : r Mitarbeiter : in (all genders) Joint Innovation Hub – Full-Stack-Entwickler [Jetzt bewerben »]( •Ort : • Heilbronn Wissenschaftliche : r Mitarbeiter : in (all genders) Joint Innovation ...Mehr anzeigen
    Zuletzt aktualisiert: vor 11 Stunden • Gesponsert • Neu!
    User Research Working Student

    User Research Working Student

    KICKBASE • Munich, Bavaria, Germany
    Quick Apply
    At Kickbase, we’re on a mission to revolutionize the way fans experience football.Our vision is to push the boundaries in the football industry, creating immersive and exciting experiences for fans...Mehr anzeigen
    Zuletzt aktualisiert: vor über 30 Tagen
    AI Engineer (m / f / d) - Anwendungsentwicklung, Ingenieur

    AI Engineer (m / f / d) - Anwendungsentwicklung, Ingenieur

    ML6 • München, DE
    Build innovative AI systems that solve real-world business challenges.This includes working with traditional ML frameworks like HuggingFace and PyTorch, as well as innovative Generative AI models a...Mehr anzeigen
    Zuletzt aktualisiert: vor 3 Tagen • Gesponsert
    Associate Disputes & Investigations (w / m / d)

    Associate Disputes & Investigations (w / m / d)

    Taylor Wessing PartG mbB • München
    Taylor Wessing ist eine führende Wirtschaftskanzlei, die weltweit nationale und multinationale Unternehmen in allen Rechtsfragen berät. Wir stehen für exzellente Rechtsberatung, tiefgründig, in alle...Mehr anzeigen
    Zuletzt aktualisiert: vor 13 Tagen • Gesponsert
    AI Associate (GTM)

    AI Associate (GTM)

    alago • Munich, Bavaria, Germany
    Quick Apply
    Die Bauindustrie verliert jährlich.Dieselben Fehler wiederholen sich immer wieder.Informationen noch immer in Papierdokumenten und unstrukturierten Dateien verborgen sind.Wir sind ein Team von elf ...Mehr anzeigen
    Zuletzt aktualisiert: vor 20 Tagen
    Quantitative Venture Research Intern (m / f / d) - Munich

    Quantitative Venture Research Intern (m / f / d) - Munich

    D11Z • Munich, Bavaria, Germany
    Quick Apply
    Europe’s largest single-LP Family Office VCs.Pipedream, Airflow, custom APIs).Master’s student or Gap Year between Bachelor and Master (CS, Physics, Math, or similar). PyTorch, scikit-learn, TensorF...Mehr anzeigen
    Zuletzt aktualisiert: vor über 30 Tagen
    Founders Associate (Intern / Working Student) (m / w / d)

    Founders Associate (Intern / Working Student) (m / w / d)

    FAST AI Movies • Garching, Bavaria, Germany
    Quick Apply
    Komm zu explaino, dem Innovationsführer im Bereich KI generierter Erklärvideos, und präge als Projektstudent die Zukunft des Wissenstransfers in Unternehmen. Bei uns hast du die Möglichkeit, in eine...Mehr anzeigen
    Zuletzt aktualisiert: vor 7 Tagen
    PhD Student : Privacy Enhancing Technologies for LLMs and AI agents (m / f / d)

    PhD Student : Privacy Enhancing Technologies for LLMs and AI agents (m / f / d)

    Huawei Research Center Germany & Austria • München, Bayern, DE
    Quick Apply
    Huawei's vision is to enrich life through communication.We are a fast growing and leading global information and communications technology (ICT) solutions provider. Driven by a commitment to operati...Mehr anzeigen
    Zuletzt aktualisiert: vor 5 Tagen
    Associate (m / f / d)- Cybersecurity RED team-DISW - Inklusiver Job 🦼 🦻 🦯

    Associate (m / f / d)- Cybersecurity RED team-DISW - Inklusiver Job 🦼 🦻 🦯

    Siemens Industry Software GmbH • München, Bayern, DE
    Start your cyber career with us!.As part of the global Cybersecurity Assurance function, we help Siemens to achieve their goals by providing objective, factual and independent assurance to the Siem...Mehr anzeigen
    Zuletzt aktualisiert: vor 9 Tagen • Gesponsert
    Dualer Bachelor BWL (m / w / d) – Spezialisierung Artificial Intelligence (B.A.)

    Dualer Bachelor BWL (m / w / d) – Spezialisierung Artificial Intelligence (B.A.)

    Duales Studium – IU Internationale Hochschule • München, Bayern, DE
    Dualer Bachelor BWL – Spezialisierung Artificial Intelligence.Die Welt der Technologie braucht strategische Denker : innen wie Dich. Starte Dein Duales Studium im Bereich BWL mit der Spezialisierung a...Mehr anzeigen
    Zuletzt aktualisiert: vor 11 Tagen • Gesponsert
    Lead Quality Intelligence Engineer (m / f / d)

    Lead Quality Intelligence Engineer (m / f / d)

    IU Internationale Hochschule • München, DE
    Join us on our mission to make education accessible for all.Join our Quality Operations team as a full-time member (40 hrs / week) in the role of. Lead AI Quality Intelligence Engineer (m / f / d).This ro...Mehr anzeigen
    Zuletzt aktualisiert: vor 2 Tagen
    Werkstudent Media Research & AI (all genders)

    Werkstudent Media Research & AI (all genders)

    MEDIAPLUS Gruppe • München, Bayern, Deutschland
    Quick Apply
    Werkstudent Media Research & AI (all genders).Mediaplus ist die "Innovationsagentur für markenindividuelle Media" und die größte netzwerkunabhängige Mediaagentur in Deutsch...Mehr anzeigen
    Zuletzt aktualisiert: vor 21 Tagen
    PhD Thesis (d / f / m) on Wireless Over-The-Air Computation for Aerospace Applications - Inklusiver Job 🦼 🦻 🦯

    PhD Thesis (d / f / m) on Wireless Over-The-Air Computation for Aerospace Applications - Inklusiver Job 🦼 🦻 🦯

    Airbus • Ottobrunn, Bayern, DE
    In order to support the Communication Technologies, Airbus Defence & Space is looking for a.PhD Thesis on Wireless Over-The-Air Computation for Aerospace Applications (d / f / m).Are you looking fo...Mehr anzeigen
    Zuletzt aktualisiert: vor über 30 Tagen • Gesponsert