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of Manchester from October 2024. The use of machine learning methods and molecular simulations for polymer design and property prediction is the new frontier in polymer science. This project aims at using a mix
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interpret the ageing results obtained from the experiments as well as to identify potential new ageing markers. Computational chemical modelling which also called Molecular Dynamic (MD) simulation is becoming
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PhD Studentship: Molecular Simulations and Data-driven Modelling for Polymer Nanocomposite Membranes
potential exists in their application to the design of Mixed Matrix Membranes for gas separation. The goal of this project is to apply molecular simulations and machine learning techniques to design MMMs with
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internal protective coating that acts to protect both the internal contents and the can itself. During coating development, simulation tests have been created to increase the speed of iteration and reduce
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biodesign skills and have experience in molecular biology methods. Familiarity to use liquid handling robots is desirable but not essential. Applicants whose first language is not English require an IELTS
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. The problem with classical molecular dynamics is that for molecules of this size atomistic simulations can be done on the time scale of picoseconds but the time scale of important biological processes such as
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solve open-ended research problems is essential. Desirable qualifications include knowledge in physical chemistry, molecular simulation techniques, programming, and UNIX-based operative systems
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PhD Studentship: Integrating computational physics-based simulation and machine learning with drug discovery pipelines Award Summary 100% home fees covered, and a minimum tax-free annual living
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simulations. Such simulations are on the cusp of being able to make quantitative predictions about large molecular systems. However, important methodological challenges remain, such as computational expense and
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Funding providers: EPSRC and Swansea University's Faculty of Science and Engineering Subject areas: Quantum-state resolved collisions, Molecular Beams, Surface Science Project start date: 1 October