Postdoc position on Data-driven discovery of models

Postdoc position on Data-driven discovery of models


Postdoc place on Information-driven discovery of fashions

The Laboratory of Dynamics in Organic Techniques on the KU Leuven goals at understanding how networks of interacting genes, RNAs, and proteins can collectively regulate organic processes in area and time. Our current focus lies on the coordination of cell division. We mix a theoretical method; comparable to computational modeling, and concept of complicated methods and nonlinear dynamics; with molecular and mobile experiments utilizing Xenopus frogs, zebrafish, and cell cultures. For extra data, see site unit


The cell cycle is a vital course of in all animals, and defects on this course of can result in devastating ailments comparable to most cancers. In our lab, we use cell-free extracts created from frog eggs to create a man-made mobile surroundings in microfluidic units. We controllably perturb these synthetic cells and measure their dynamical conduct utilizing time-lapse fluorescence microscopy. This method permits us to generate giant quantities of knowledge on how cell cycle processes are dynamically regulated in area and time.

On this undertaking, the candidate will use these time sequence knowledge containing spatiotemporal dynamics to use not too long ago developed machine studying strategies to find underlying organic interactions and/or governing equations. The uncovered (partial) differential equations will then be analyzed in depth utilizing the speculation of nonlinear dynamical methods. This evaluation will set off new experiments to check the developed theoretical framework.

The candidate will work together synergistically with experimentalists, theorists, and engineers. The interdisciplinary method will result in new insights into how elementary organic processes, i.e. the development by means of the life cycle of the cell, are regulated in area and time.

The place is on the market instantly and purposes will probably be thought-about till the place is crammed.


– You have got (or are close to completion of) a PhD diploma in physics, arithmetic, or (bio-) engineering

– You’re bold, motivated, artistic, organized, virtually skillful and result-oriented

– You possibly can work independently in addition to in a staff

– You have got good communication abilities and a great information of English, each spoken and written

– You have got a powerful curiosity within the cell cycle and/or dynamical methods biology

– You have got expertise with machine studying, nonlinear dynamical methods, and/or bifurcation concept

Totally Funded Scholarships for Worldwide College students to Work and Examine Overseas

We provide a postdoc place in a stimulating, interdisciplinary surroundings and scientific growth alternatives in a world and dynamic staff. You’ll have entry to state-of-the-art analysis amenities. You’ll be supervised by well-trained scientists and obtain thorough coaching in conducting analysis, shows and writing. Additionally, you will have the chance to oversee Grasp thesis college students and/or PhD college students.


For extra data please contact Prof. dr. Lendert Gelens, tel.: +32 16 37 42 88, mail: purposes should embrace: a motivation letter, a full CV together with contact particulars, an inventory of your publications and two contacts for additional references.You possibly can apply for this job no later than September 13, 2021 through the on-line software deviceKU Leuven seeks to foster an surroundings the place all skills can flourish, no matter gender, age, cultural background, nationality or impairments. When you have any questions referring to accessibility or assist, please contact us at

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