Good news! Studentship in Inverse Design and Machine Learning Techniques at University of Warwick is presently open. The University of Warwick calls for submissions for the PhD Studentship in Inverse design and machine learning techniques applied to thermoelectric nanomaterials in the UK for the 2021/2022 academic session. The start date is by arrangement with duration of 3 years.
- Thermoelectric materials convert straight heat into electricity, and they are very promising in contributing to energy savings, decrease of the use of fossil fuels, powering autonomous sensors, etc. Nanostructured thermoelectric materials have lately materialized as an advanced technology with much higher performance and lower prices associated to existing bulk materials.
- The program makes use of inverse design machine learning techniques to help the design of next-generation nanostructured thermoelectric materials. It will be associated with a larger effort within a European Research Council (ERC) financed project and will use electrothermal transport tools that will be developed within that project. This will be utilized within the Adaptive Sequential Monte Carlo (ASMC) scheme, which can provide parallelization in the optimization process. To haste up the optimization procedure, a well-calibrated Gaussian Process (GP) surrogate will be used to emulate the functionality of existing electrothermal simulators, and then the surrogate will be used within the ASMC algorithm.
Benefits of Studentship in Inverse Design and Machine Learning Techniques at University of Warwick
The yearly remuneration of Studentship in Inverse Design and Machine Learning Techniques at University of Warwickwill be £14,254 (tax-free), for 3 years, with all tuition fees paid at the UK/EU rate.
Eligibility for Studentship in Inverse Design and Machine Learning Techniques at University of Warwick
Due to funding limitations, Studentship in Inverse Design and Machine Learning Techniques at University of Warwickis available for well-qualified UK or EU scholars (overseas scholars can apply but need to meet the difference in costs).
How to Apply for Studentship in Inverse Design and Machine Learning Techniques at University of Warwick in UK 2020
- To submit application for this post applicants have to complete the online application form and quote scholarship reference NNThermo
- The moment you have a University ID number you will be summoned to upload your degree certificate, transcripts, CV and a personal statement that give details on your precise research interests and why you should be considered for this award.
Deadline: None – applications accepted all year round.
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Click here for more details and to apply for Studentship in Inverse Design and Machine Learning Techniques at University of Warwick in UK 2020.