PhD - Multiscale Operando Super-Resolution Imaging of Water Imbibition

Hereon; Rostock; Vor Ort; EUR 40.000 - 50.000; Vollzeit

Zusammenfassung

A leading research institution in Rostock is seeking a PhD candidate for the Multiscale Operando Super‑Resolution Imaging of Water Imbibition project. You will characterize fluid transport phenomena in porous materials using advanced imaging techniques and deep learning models. The ideal candidate holds a Master's degree, possesses programming skills, and is interested in interdisciplinary research. This position includes opportunities for professional development and collaboration with experts.

Leistungen

Access to high-performance computing resources

Participation in international conferences

Flexible working hours

Qualifikationen

• Master's degree (or equivalent) in relevant fields.
• Desired background in X-ray or electron imaging techniques.
• Proficiency in Python and deep learning frameworks is highly desirable.

Aufgaben

• Characterize fluid transport phenomena in materials.
• Conduct multiscale imaging using various imaging techniques.
• Design and implement deep learning models for imaging.

Kenntnisse

Fluent in English communication

Programming in Python

Deep learning frameworks experience

Interdisciplinary research interest

Analytical and problem-solving skills

Ausbildung

Master’s degree in physics, materials science, or related

Tools

X-ray imaging techniques

Electron imaging techniques

Jobbeschreibung

PhD - Multiscale Operando Super‑Resolution Imaging of Water Imbibition

Job ID: 923

Location: Rostock

Join the Cluster of Excellence "BlueMat: Water‑Driven Materials" (www.tuhh.de/blu) and contribute to one of Europe’s most exciting research initiatives. Collaborate with a dynamic, interdisciplinary team that combines science, sustainability, and technology to create a better future. Help shape the next generation of sustainable materials inspired by nature’s most powerful resource: water.

For the Institute of Metallic Biomaterials, Helmholtz‑Zentrum Hereon for February 1st 2026 we are looking for a PhD - Multiscale Operando Super‑Resolution Imaging of Water Imbibition. The position is fixed‑term until 31 January 2029.

The BlueMat project ‘Multiscale Operando Super‑Resolution Imaging of Water Imbibition in Hierarchically Porous Materials’ aims to establish methods for super‑resolution imaging using deep learning. You will study the water imbibition in hierarchically porous Si‑based material systems across multiple length and time scales. These systems can manipulate fluid transport through the tailoring of their porosity. To assess these phenomena and understand the underlying mechanisms, it is critical to use multiscale X‑ray and electron imaging.

Your tasks

Your responsibilities include:

• characterize fluid transport phenomena such as velocity and homogeneity in hierarchically porous Si‑based materials
• conduct multiscale imaging using MHz X‑ray projection imaging, X‑ray micro‑ and nano‑computed tomography, and scanning electron microscopy
• design and implement deep learning models to enhance resolution of large field‑of‑view imaging techniques
• integrate imaging data across modalities for improved spatial resolution and quantitative analysis
• collaborate closely with both experimental and computational teams to interpret results

Your profile

• Master’s degree (or equivalent) in physics, materials science, computer science or a related discipline
• background in one or more of the following areas is desired: X‑ray or electron imaging techniques, and image processing
• proficiency in programming languages such as Python and experience with deep learning frameworks (e.g., PyTorch, TensorFlow) is highly desirable
• strong interest in interdisciplinary research combining imaging, machine learning, and porous materials
• strong analytical and problem‑solving skills
• ability to work independently and collaboratively in an interdisciplinary team
• excellent communication skills in English
• willingness to travel regularly between Rostock and Hamburg (DESY)

We offer you

• an exciting interdisciplinary research environment within the BlueMat Cluster of Excellence
• access to state‑of‑the‑art imaging facilities and high‑performance computing resources
• participation in international conferences, research stays, and collaborative networks
• collaboration with leading experts in imaging, modeling, and materials science
• opportunities for professional development and networking within the Helmholtz Association
• flexible working hours and family‑friendly policies

Inclusive excellence drives better science. We actively seek female and international researchers from all walks of life, valuing non‑linear careers and diverse perspectives across cultures, disciplines, and identities.

If you have questions, please contact Prof. Dr. Berit Zeller‑Plumhoff at [e-mail].

Severely disabled persons and those equaling severely disabled persons who are equally suitable for the position will be considered preferentially within the framework of legal requirements.

Interested? We are looking forward to receiving your application until December 18th 2025.

Information at a Glance

Helmholtz‑Zentrum Hereon

The Helmholtz‑Zentrum Hereon conducts cutting‑edge international research for a changing world: Around 1,000 employees contribute to the tackling of climate change, the sustainable use of the world's coastal systems and the resource‑compatible enhancement of the quality of life. From fundamental research to practical applications, the interdisciplinary research spectrum covers a unique range.

Institute of Metallic Biomaterials

In the Institute of Metallic Biomaterials new titanium and magnesium based implant materials for regenerative medicine are developed, produced and characterized. Researchers investigate the factors influencing the process chain and properties. In addition, the interaction of material and tissue is studied in the laboratory and at the synchrotron.

Max‑Planck‑Straße 1
21502 Geesthacht
www.hereon.de