Phd-position (M/w/d) - Computer Vision for in Situ

vor 5 Monaten

Bochum, Deutschland Forschungszentrum Jülich Vollzeit

The multidisciplinary Institute for Advanced Simulation - Materials Data Science and Informatics (IAS-9) brings together disciplines ranging from data analysis and machine learning to materials simulation, research data management and software development under one roof. In doing so, we extract new information from simulations and experiments, identify patterns, structure, and trends in microscopy data, and ultimately improve our understanding of why materials, processes, or general systems work the way they do. In addition, we benefit from a strong connection to the Ernst-Ruska-Centre for Electron Microscopy and to the Jülich Supercomputing Center. One part of our research activity is dedicated to pushing the boundaries of materials science and electron microscopy. Our work combines cutting-edge imaging techniques with deep learning to unravel the behavior of lattice defects, specifically dislocations, in functional materials under mechanical stress. This research is essential for advancing fundamental science and ensuring the reliability of materials used in energy transition.

**Your Job**:
You will strengthen the data science and machine learning activities of the IAS-9 with exciting new topics. You will work with a multidisciplinary team of enthusiastic data scientists, software developers and domain scientists on, e.g.,
- Developing deep learning-assisted methods for in situ electron microscopy with enhanced time resolution using adaptive scanning
- Contributing to the development of self-supervised and unsupervised learning techniques for resolution enhancement, denoising, and representation learning of electron microscopy images
- Implementing supervised learning methods for the accurate detection and segmentation of dislocations in annotated electron microscopy images
- Utilizing diffusion models to generate synthetic TEM images, providing training data for segmentation, denoising and super resolution
- Collaborating on the development of domain adaptation methods for transferring learned representations to different experimental setups
- Designing and implementing active learning strategies to minimize the number of annotated images required for model training
- Working in close collaboration with the research team to enable real-time feature tracking with adaptive scanning during electron microscopy experiments
- Preparing scientific publications and participating in international conferences and workshops

**Your Profile**:
We are looking for a highly motivated colleague who is excited about new scientific endeavors with interdisciplinary approaches. For this you have:

- Practical experience in the area of data analysis, data mining and ML/DL demonstrated through, e.g., a thesis, publications in peer-reviewed journals or open source projects
- Prior experience in computer vision, image analysis, or machine learning
- Strong programming skills in Python and experience with deep learning frameworks such as TensorFlow or PyTorch
- Prior knowledge and experience in (electron) microscopy is highly desirable
- Excellent communication skills and commitment to work as part of a team

**Our Offer**:
We work on the very latest issues that impact our society and are offering you the chance to actively help in shaping the change We offer ideal conditions for you to complete your doctoral degree:

- The opportunity to conduct exciting research in an international and multidisciplinary environment with outstanding infrastructure and to strengthen your reputation in a dynamic and highly active research field
- Outstanding scientific and technical infrastructure
- The opportunity to attend national and international conferences
- Flexible working hours in a full-time position with the option of slightly reduced working hours and flexible work arrangements, e.g. working from home
- Ideal conditions for balancing work and private life, as well as a family-friendly corporate policy
- Targeted services for international employees, e.g. through our International Advisory Service
30 days of annual leave and provision for days off between public holidays and weekends (e.g. between Christmas and New Year)

To apply, please submit a complete CV, letter of motivation, university degree records and certificates.

  • Postdoc (F/m/x) “in Situ Transmission Electron

    vor 3 Monaten

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Advanced Transmission Electron Microscopy at the Faculty of Physics and Astronomy is looking for a **Postdoc (f/m/x) “In Situ Transmission Electron Microscopy”, 3 for years, 39.83 hours per week, TVL E13**: The chair of Advanced Transmission Electron Microscopy develops techniques in the electron microscope to study material phenomena down...

  • Phds (M,f,x), for 3 Years with 39,83 Hours Per

    vor 1 Monat

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Computer Security at the Faculty of Computer Science is looking for two **PhD Students (m,f,x) for 3 years with 39,83 hours per week, TV-L E12/13**: The newly founded Chair of Computer Science at Ruhr University Bochum (RUB) unites all ongoing computer science activities in an interdisciplinary manner. The university has been a leader in IT...

  • Research Associate

    vor 2 Monaten

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Environmental/Resource Economics and Sustainability of the Faculty of Management and Economics is looking for a **Research Associate / PhD Student (m,f,x), for 3 years with 29,8725 hours per week (TV-L E13)**: The research focus of the Chair of Environmental/Resource Economics and Sustainability (Prof. Dr. Andreas Löschel) is on environmental,...

  • Research Associate

    vor 2 Monaten

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Energy Systems and Energy Economics at the Faculty of Mechanical Engineering is looking for a **research associate / PhD Position (m,f,x) for 3 years with 39,83 hours per week, TVL E13**: The Chair of Energy Systems and Energy Economics pursues the goal of improving decision-making in shaping the global transformation of energy systems through...

  • Phd Student

    vor 2 Monaten

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Algebraic Combinatorics at the Faculty of Mathematics is looking for a **PhD student (m,f,x) for 3 years with 29,8725 hours per week, TV-L E13**: **extent**: - part-time **duration**: - temporary**beginning**: - as soon as possible - 15.10.2024**Your tasks**: - Research in Algebraic Combinatorics. - Computer explorations using mathematical...

  • Phd Position in Atomistic Simulation of H in

    vor 3 Monaten

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Interdisciplinary Centre for Advanced Materials Simulation (ICAMS) is looking for a **research associate (m,f,x) in atomistic simulation of H in Ni-base superalloys with machine-learning interatomic potentials, for 3 years, 29,8725 hours per week, TVL E13**: The urgent need to decarbonise our society leads to core challenges in the transition from...

  • Phd Student

    vor 4 Wochen

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Fairness and Transparency at the Faculty of Computer Science is looking for a **PhD student (m,f,x) for 3 years with 39,83 hours per week, TV-L E13**: The Trustworthy Human Language Technologies Group (TrustHLT) at the chair of Fairness and Transparency led by Prof. Dr. Ivan Habernal conducts research on privacy-preserving and trustworthy...

  • Phd Student

    vor 2 Monaten

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Applied Solid State Physics at the Faculty of Physics and Astronomy is looking for a **PhD student (m,f,x) for the period from 1 January 2025 to 31 December 2027 (end of project) with 29,8725 hours per week, TV-L E13**: The work will be done at RUB in the faculty for physics and astronomy. The research group works on fundamental experimental...

  • Institute of Cognitive Science

    vor 6 Monaten

    Bochum, Deutschland Universität Osnabrück Vollzeit

    The Bio-inspired Computer Vision research group (Prof. Dr. Gunther Heidemann) of the institute of Cognitive Science in the School of Human Sciences is seeking to appoint a **Research Assistant (M/F/d)** **(Salary level E 13 TV-L, 75 %)**: to commence work as soon as possible for an initial period of 3 years. The Bio-inspired Computer Vision Group conducts...

  • Secure Self-disclosure for Intimate Communication

    vor 3 Monaten

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair for Security and Privacy of Ubiquitous Systems at the Faculty of Computer Science is looking for a The Chair of Security and Privacy of Ubiquitous Systems (Prof. Dr. Veelasha Moonsamy) has an immediate full-time PhD position in the area of LLMs and Privacy. The aim of the BMBF project SENTIMENT is to research in an interdisciplinary manner which...

  • Phd Student

    vor 4 Wochen

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Cognitive neurobiology at the Faculty of Biology and Biotechnology is looking for a **PhD student (m,f,x), for 3 years, 26,6861 hours per week, TVL E13**: The Department of Cognitive Neurobiology of Caspar Schwiedrzik at Ruhr-University Bochum is looking for an outstanding PhD student interested in studying the neural basis of mental...

  • One Full-time Postdoctoral Researcher Positions

    vor 1 Monat

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Artificial Intelligence and Formal Methods at the Faculty of Computer Science is looking for a **Postdoctoral Researcher (m,f,x) for 2 years with 39,83 hours per week, TV-L E13**: - The newly founded Chair of Artificial Intelligence and Formal Methods at the Ruhr-University Bochum, headed by Prof. Dr. Nils Jansen, has a clear...

  • Phd Student

    vor 1 Monat

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Experimental Physics I - FFN at the Faculty of Physics and Astronomy is looking for a **PhD student (m,f,x), for 3 1/2 years, 25.8895 hours per week, TVL E 12/13**: The department FFN (FAIR Forschung NRW) at the GSI in Darmstadt in cooperation with the RUB performs basic research in the field of experimental hadron physics. The experimental...

  • Postdoc (M,f,x) in Four-dimensional Scanning

    vor 1 Woche

    Bochum, Deutschland Ruhr Universität Bochum Vollzeit

    The Chair of Advanced Transmission Electron Microscopy at the Faculty of Physics and Astronomy is looking for a **postdoc (m,f,x) in four-dimensional scanning transmission electron microscopy, for 3 years, 39.83 hours per week, TVL E13**: The chair of Advanced Transmission Electron Microscopy develops techniques in the electron microscope to study material...

  • Mitarbeiter (W/m/d) Im Materialmanagement

    vor 5 Monaten

    Bochum, Deutschland Formel D GmbH Vollzeit

    Formel D ist der globale Dienstleister der Automobilindustrie. Wir entwickeln marktführende Konzepte sowie individuelle, skalierbare Lösungen entlang der kompletten automobilen Wertschöpfungskette - von der Entwicklung über die Produktion bis hin zum Aftersales. Formel D wurde 1993 gegründet, der Hauptsitz der Unternehmensgruppe befindet sich in der...

  • Werkstudent (W/ M/ D) in Der Lagerlogistik

    vor 6 Monaten

    Bochum, Deutschland Formel D GmbH Vollzeit

    Formel D ist der globale Dienstleister der Automobilindustrie. Wir entwickeln marktführende Konzepte sowie individuelle, skalierbare Lösungen entlang der kompletten automobilen Wertschöpfungskette - von der Entwicklung über die Produktion bis hin zum Aftersales. Formel D wurde 1993 gegründet, der Hauptsitz der Unternehmensgruppe befindet sich in der...

  • Sachbearbeiter Backoffice Position

    vor 1 Tag

    Bochum, Nordrhein-Westfalen, Deutschland L&W CONSOLIDATION GmbH Vollzeit

    Die L&W CONSOLIDATION GmbH ist ein beliebter und zertifizierter HR-Dienstleister, der seit 2010 als verlässlicher Partner an der Seite unserer Kandidaten steht. Wir suchen nach einer motivierten Person für die Position eines Sachbearbeiters im Backoffice.AufgabenVerwaltung, Prüfung und Bearbeitung von Stammdaten, Vertragsdaten, Verbrauchsdaten,...

  • Master Thesis

    vor 5 Monaten

    Bochum, Deutschland Forschungszentrum Jülich Vollzeit

    **Your Job**: Hydrogen is a key molecule for large scale energy storage and the decarbonization of hard to abate sectors. Within this cosmos liquid organic hydrogen carriers (LOHC) are a promising technique for long distance hydrogen transport or long-term hydrogen storage. However, after many hydrogen storage and release cycles a small amount of carrier...

  • Pflegeleitung mit Vision und Engagement

    vor 1 Tag

    Bochum, Nordrhein-Westfalen, Deutschland BG Universitätsklinikum Bergmannsheil Bochum Vollzeit

    Unser BG Universitätsklinikum Bergmannsheil Bochum bietet eine herausfordernde und vielseitige Position als Pflegeleitung an.Zu unseren Vorteilen gehören:Besondere Aufgaben: Mitverantwortung für die Sicherstellung einer patientenorientierten pflegerischen Betreuung, Qualitätssicherung in der Pflege und Dienst- und Urlaubsplanungen.Fachliche...

  • Work Student Internship in The Field of Computer

    vor 3 Monaten

    Bochum, Deutschland TUV Rheinland Vollzeit

    Location- Bochum- Type of contract- Temporary Part Time- Occupational field- Engineering- Job-ID- 10883- Job Description- The verification and automation of the testing system for various wireless technologies is one of your Tasks. - You are in charge for software release, regression and verification testing of test case scenarios as well as test case...