PhD Place – Uncertainty estimation in deep learning-based options for live-cell imaging
You wish to apply your knowledge science information to the essential analysis questions and societal challenges of our fashionable world? Our scientists in HDS-LEE deal with a few of the most urgent problems with our time, similar to vitality transition, local weather change and useful resource shortage, mind perform, drug design, identification of illnesses at very early levels.
As Helmholtz Faculty for Information Science in Life, Earth and Power (HDS-LEE), we goal to coach and practice the subsequent era of knowledge scientists throughout their doctoral thesis in shut contact to domain-specific information and analysis in three software domains: Life and medical science, earth science, vitality techniques and materials science. Go to HDS-LEE at: https://www.hds-lee.de/
This HDS-LEE PhD place shall be situated on the newly based Institute for Superior Simulation – Information Analytics and Machine Studying (IAS-8) at Forschungszentrum Jülich. At IAS-8 we’re satisfied that making AI techniques dependable is among the most related challenges in knowledge science of the twenty first century. If you wish to contribute to this societally related effort, IAS-8 is the fitting place for you. We goal at advancing idea and software of knowledge sciences with a deal with picture processing and laptop imaginative and prescient for imaging as a scientific measurement device. Our pursuits vary from use-inspired, method-driven idea to application-driven analysis. We’re engaged on a variety of knowledge science and machine studying subjects on the intersection of machine studying, laptop imaginative and prescient, picture processing, and scientific functions of imaging.
We’re providing from the subsequent attainable date a
- work on uncertainty estimation for deep neural networks concentrating on at functions kind live-cell imaging,
- advance our understanding of the underlying idea, in addition to applicability to scientific functions, the place explainability, interpretability, and reliability are as vital as excessive accuracy,
- work with specialists on the Jülich Supercomputing Centre (JSC) to run your algorithms/instruments on massive distributed laptop techniques,
- often take part in worldwide conferences to current your individual work, and study state-of-the-art machine studying and laptop imaginative and prescient strategies and their functions.
- Wonderful Grasp’s diploma in laptop science (or a associated subject), with a deal with laptop imaginative and prescient, picture processing, or machine studying.
- Strong mathematical background, distinct analytical and numerical abilities.
- Superb programming (Python, MATLAB, C++) and laptop (Linux, Home windows) abilities.
- Superb cooperation and communication abilities
- Capability to work as a part of a staff in a global and interdisciplinary surroundings.
- You share our ardour for making AI techniques dependable and making use of them in societally related fields, ideally have accomplished some earlier analysis on this subject (e.g., internships, analysis papers, and so on.), and wish to make an impression in societally related functions
- Wonderful information of written and oral English (TOEFL or equal proof)
- Excessive stage of scholarship as indicated by bachelor and grasp examine transcripts and two reference letters
The HDS-LEE PhD place shall be situated at IAS-8, Forschungszentrum Jülich. We provide superb situations so that you can full your doctoral diploma:
- The chance to work with world class technical gear and infrastructure, modern software program applied sciences, and engaging scientific knowledge.
- An thrilling working surroundings on a lovely analysis campus.
- A extremely motivated group in addition to a global and interdisciplinary working surroundings
- Steady scientific mentoring by your scientific advisors.
- Additional improvement of your private strengths, e.g. through the great coaching programme of the graduate college HDS-LEE https://www.hds-lee.de/
- A structured doctoral diploma programme through our doctoral researchers’ platform JuDocs https://www.fz-juelich.de/judocs
- Probability of collaborating in (worldwide) conferences
- Qualification that’s extremely welcome in business
- The doctoral diploma shall be conferred by RWTH Aachen College.
- 3-year contract with an non-compulsory, further 3-month venture setup part at the start.
- 30 days yearly trip.
- Regular contribution in direction of obligatory social insurances, i.e. well being, nursing care, pension and unemployment insurance coverage.
- Pay in keeping with 100% of pay group 13 of the Collective Settlement for the Public Service (TVöD-Bund) and moreover 60 % of a month-to-month wage as particular cost („Christmas bonus“).
- Data on employment as a PhD scholar at Forschungszentrum Jülich will be discovered right here http://www.fz-juelich.de/gp/Careers_Docs
Beginning date: the subsequent attainable date
Please ship your software together with a press release of analysis curiosity, CV, copies of exams, levels and grades (transcript of information), a replica of your Grasp thesis (or a draft thereof), printed articles or different related materials similar to two letters of advice (alternatively you may state two reference suppliers) in PDF format. In case you have any questions concerning the place, the analysis group, or anything, please don’t hesitate to contact us. Purposes shall be reviewed ranging from 30. Aug. 2021 and till the place is crammed.
Forschungszentrum Jülich promotes equal alternatives and variety in its employment relations.
We additionally welcome functions from disabled individuals.
The job shall be marketed till the place has been efficiently crammed. It’s best to due to this fact submit your software as quickly as attainable. We look ahead to receiving your software through our
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