PhD - Multiscale Operando Super-Resolution Imaging of Water Imbibition

Helmholtz-Zentrum Hereon; Deutschland; Vor Ort; EUR 30.000 - 50.000; Teilzeit

Zusammenfassung

A leading research center in Germany is seeking a PhD candidate for Multiscale Operando Super-Resolution Imaging of Water Imbibition. This role focuses on characterizing advanced materials using multiscale imaging techniques and deep learning. Candidates should have a Master’s degree in relevant fields and be proficient in Python. Opportunities include participation in international conferences and access to top-notch facilities. Flexible working hours and professional development are provided.

Leistungen

Access to high-performance computing resources

Participation in international conferences

Flexible working hours

Family-friendly policies

Qualifikationen

• Master's degree or equivalent in related fields.
• Experience in imaging techniques vital for research.
• Strong programming and deep learning skills are desirable.
• Must work both independently and collaboratively.

Aufgaben

• Characterise fluid transport in porous Si-based materials.
• Conduct multiscale imaging and analysis.
• Design deep learning models for imaging enhancements.
• Collaborate on interdisciplinary research.

Kenntnisse

X-ray imaging techniques

Electron imaging techniques

Image processing

Python programming

Deep learning frameworks (PyTorch, TensorFlow)

Analytical skills

Problem-solving

Communication in English

Ausbildung

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

Jobbeschreibung

Offer Description

Institute of Metallic Biomaterials

Area of research: PHD Thesis

Part-Time Suitability: The position is suitable for part-time employment.

21.11.2025

Job description: PhD ? Multiscale Operando Super-Resolution Imaging of Water Imbibition

Reference code: 923

Work location: Rostock

Join the Cluster of Excellence "BlueMat: Water-Driven Materials" (www.tuhh.de/bluemat ) 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.

Responsibilities

• Characterise 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.

Qualifications

• 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).

Our offer

• 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, modelling, 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.

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

If you are interested, please submit your comprehensive application documents (cover letter, CV, transcripts, certificates, etc.) indicating the reference number 923 until December 18th 2025.

Apply now! jobs2.hereon.de/job/PhD-Multiscale-Operando-Super-Resolution-Imaging-of-Water-Imbibition/923-en_US/

This research center is part of the Helmholtz Association of German Research Centers. With more than 42,000 employees and an annual budget of over € 5 billion, the Helmholtz Association is Germany's largest scientific organisation.