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We have 6 Computational Chemistry (mathematical) PhD Projects, Programmes & Scholarships

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Computational Chemistry (mathematical) PhD Projects, Programmes & Scholarships

We have 6 Computational Chemistry (mathematical) PhD Projects, Programmes & Scholarships

Mathematical Machine Learning for Molecular Modeling

Project description. This PhD project aims to develop Machine Learning methods for Molecular Modeling with a particular focus on aspects relevant to dynamics preserving coarse-graining strategies. Read more

Modelling and Computation for Radiation Chemistry at Interfaces

This project is an interdisciplinary collaboration between Mathematics and Chemistry. Real-world applications include safe radioactive wate disposal, plutonium stewardship and radiation based cancer care. Read more

Uncertainty quantification for machine learning models of chemical reactivity

In this PhD project, we will develop and implement approaches for estimating the uncertainty in AI predictions of chemical reactivity, to help strengthen the interaction between human chemists and machine learning algorithms and to assess when AI predictions are likely to be correct and when, for example, first principles quantum chemical calculations might be helpful. Read more

High-throughput first-principle simulations of charge transport in organic semiconductors

This project focuses on application of first-principle, fully quantum simulation methods such as Hybrid Monte-Carlo to study charge transport in a vast class of quasi-2D molecular organic semiconductors (rubrene, pentacene, and >4000 other materials). Read more
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