Research Fellow

Job title:

Analysis Fellow

Firm

College of Warwick

Job description

In regards to the Position 1We’re searching for a theoretical Postdoctoral Analysis Fellow (PDRF) to make use of generative modelling and deep studying to deduce mathematical fashions of mobile power sensing and response. Experimental photographs of cell-cell interactions will probably be acquired via state-of-the-art 3D lightsheet microscopy and using novel microfluidics chambers. That is an EPSRC / NSF funded venture in shut collaboration with Warwick Laptop Science, Warwick Medical Faculty and Duquesne College (grant quantity EP/X026663/1.) .You may be becoming a member of a dynamic Bioimage Informatics and Computational Biology group within the Division of Laptop Science, College of Warwick, which has a monitor file in picture evaluation, utilized machine studying and computational modelling of mobile dynamics. We’re based mostly within the Mathematical Sciences Constructing, shared between the departments of Laptop Science, Statistics and Arithmetic, which is a singular setting to work together with high researchers in computational sciences.The main target of the venture will probably be on growing a brand new know-how platform combining gentle sheet microscopy, microfluidics, omics and computational picture evaluation and modelling to reply excellent questions in mechanobiology. The venture will deliver collectively specialists in cell and developmental biology, biophysics, engineering, pc science and bioinformatics. We purpose to establish new molecular and mobile determinants and pathways controlling mechanical cell-cell communication utilizing a stem cell mannequin.Our worldwide analysis group has been joined by a second, experimental PDRA within the lab of Dr Michael Smutny at Warwick Medical Faculty who will conduct molecular biology experiments and 3D microscopy. One other researcher is working within the lab of Dr Melikhan Tanyeri on the College of Pittsburgh, Division of Engineering (US).Your work will construct on our current advances in 3D segmentation [2], Digital Actuality options for annotating 3D knowledge (MiCellAnnGELo) [3], 3D generative fashions of microscopy knowledge [4], and graph neural network-based strategies [5], which we’re at the moment making use of to dynamic cell options. The primary aim will probably be to make use of generative modelling strategies (generative adversarial networks) to mix two-channel picture knowledge from experiments with one fluorescent reference marker and extra biomarkers of curiosity, to seize and map the advanced spatio-temporal dynamics of a bigger set of various biomarkers concerned in power sensing and its response. The second aim will probably be to develop predictive mathematical fashions that may inform our organic understanding of power sensing. Relying in your background, this aim will both make use of trendy neural network-based fashions for dynamical programs, or extra conventional PDE-based approaches together with statistical strategies for parameter estimation.For casual enquiries, please contact Until Bretschneider through electronic mail: Until.Bretschneider@warwick.ac.uk.We are going to contemplate functions for employment on a part-time or different versatile working foundation, even the place a place is marketed as full-time, except there are operational or different goal the reason why it’s not potential to take action.About You 1Appropriate candidates may have at the least a 2.1 Honours diploma and a PhD in Arithmetic, Information or Laptop Science, or Physics. You’ll have a robust background in a number of of the next: machine studying; mathematical/biophysical modelling; pc imaginative and prescient.For additional data relating to the abilities required for this position please see the non-public specification part of the hooked up job description.If you’re close to submission or have lately submitted your PhD however haven’t but had it conferred, any presents of employment will probably be made as Analysis Assistant on the high of degree 5 of the . Upon receipt of proof of the profitable award of your PhD, you’ll be promoted to Analysis Fellow on the primary level of degree 6 of the .In regards to the Division 1[1] .
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[5] .The Division of Laptop Science is among the top-ranking computing departments within the UK. In the latest analysis analysis train, revealed in 2014, the Division was ranked 2nd out of 89 UK computing departmentsFor additional details about the division of Laptop Science, please go toIn regards to the College 1Born within the 60s with a mindset of boldness, creativeness and collaboration, the College of Warwick is a world-leading research-intensive college with the best tutorial and analysis requirements. We’re one of many world’s high universities, ranked 67th on the planet and tenth within the UK*, with 92% of our analysis assessed to be ‘world main or internationally glorious’**.You may be becoming a member of a various, revolutionary and globally linked neighborhood dedicated to igniting actual world progress. Right here at Warwick, we give you alternatives to observe your ambitions so long as you deliver the vitality and willpower to succeed.*QS World College Rankings 2024** Analysis Excellence Framework 2021To search out out extra about us go to ourThe right way to Apply 1To use please full your important private particulars and fasten a CV and canopy letter by 11.55pm on the time limit of twenty eighth April 2024. Please guarantee your CV contains your most up-to-date employment expertise together with any further related expertise and schooling historical past. Your cowl letter ought to element the way you meet the important and fascinating standards for this submit and embrace an inventory of publications and a analysis assertion.To streamline our hiring course of, we kindly request that each one candidates submit their functions via our official web site. This ensures that each one functions are obtained in a uniform format and will be processed effectively by our HR group.The interviews will probably be held on a date to be confirmed.What we Supply 1We are going to give you an awesome vary of advantages, which embrace a horny pension scheme, 30 days vacation plus Christmas closure, glorious studying and improvement alternatives, and financial savings on a variety of services and products. We provide a beneficiant maternity/paternity/adoption/parental go away coverage, and onsite childcare amenities.We recognise the significance of a wholesome work/life steadiness and give you entry to versatile working, for extra data click on .We’re proud to say that we’re a .If you’re contemplating relocating to the UK, learn our to search out out extra about what Warwick has to supply and what is likely to be concerned within the course of.Our Dedication to Inclusion 1Warwick is dedicated to constructing an organisation of mutual respect and dignity, selling a welcoming, numerous, and inclusive working and studying setting. We recognise that everybody is completely different in a wide range of seen and non-visible methods, and that these variations are to be recognised, revered, and valued. The place potential, we transcend laws to offer a spot the place everybody can thrive, supporting all workers to attain their full potential. We aspire to take away financial, social, and cultural limitations that will in any other case forestall individuals from succeeding.We subsequently welcome and encourage functions from all communities no matter tradition, background, age, incapacity, intercourse/gender, gender identification or expression, ethnicity, faith/perception, or sexual or romantic orientation. To search out out extra about our social inclusion work at Warwick go to our webpages .The College at the moment holds a , and a . The College of Warwick can be one of many six founder establishments of the .Disclosure & Barring Service (DBS)The College of Warwick complies with the DBS Code of Observe and undertakes to not discriminate unfairly in opposition to anybody who makes a Disclosure referring to a conviction or different data revealed. Extra data is offered on the College’s Emptiness pages and candidates could request a duplicate of the DBS Code of Observe.Job Description 1

Anticipated wage

£33966 – 44263 per 12 months

Location

Coventry

Job date

Thu, 04 Apr 2024 06:52:12 GMT

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