PhD position - Ptychographic reconstruction algorithms for Big Data

Jülich Research Centre (FZJ)

Jülich, Germany

Work group:

ER-C-1 – Physik Nanoskaliger Systeme

Area of research:

PHD Thesis

Job description:

The Ernst-Ruska Centre (ER-C) for microscopy and spectroscopy with electrons at Forschungszentrum Jülich is partner of an interdisciplinary Helmholtz pilot project “Information and Data Science” that aims to improve both quality and throughput of ptychographic reconstruction schemes. Ptychography is a computational method to reconstruct an object of interest with high quality from a set of measured coherent interference patterns. This has potential applications in electron microscopy, x-ray microscopy and XUV microscopy.

Your Job:

  • Develop scalable, portable, and parallel implementations of novel ptychography methods for both CPUs and GPUs that can handle high data volumes and rates (“big data”)

  • Close collaboration with groups that develop basic ptychographic algorithms

  • Close collaboration with groups that acquire data and apply ptychographic reconstructions in practice

  • Find and take advantage of optimization potential on both the mathematical and implementation side

  • Develop optimal tools for data processing

  • Link up the experimental setups with suitable data processing facilities to develop distributed real-time big data processing pipelines with GUI integration as a final target

Your Profile:

  • Master’s degree in computer science, mathematics, electrical engineering, physics or a related discipline
  • Experience in software development, ideally Python, C or C++
  • Interest in performance optimization for complex numerical processing on distributed systems
  • Good command of written and spoken English

Our Offer:

  • Outstanding computing facilities and state-of-the-art transmission electron microscopes equipped with ultrafast detectors of the latest generation
  • A highly motivated working group as part of an international and interdisciplinary working environment at one of Europe’s largest research establishments
  • Continuous scientific mentoring by your scientific advisors as well as feedback and expertise in the multiple facets of software development, performance optimization, electron microscopy, materials science and structural biology
  • Participate in international conferences, seminars and project meetings
  • Further development of your personal strengths, e.g. via a comprehensive training program
  • Pay in line with 50 % of pay group 13 of the Collective Agreement for the Public Service (TVöD-Bund), higher payment may be possible upon skills
  • Usually a contract for the duration of 3 years
  • Information on employment as a PhD student at Forschungszentrum Jülich can be found here

Further information on the project is available at: Jülich promotes equal opportunities and diversity in its employment relations.We also welcome applications from disabled persons.

Please apply via recruiter’s website.

Quote Reference: 2019D-191