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/10.1021/acs.jpcb.4c01558 ], but they lack accuracy for predictive modelling. Transferable machine learning potentials, like MACE-OFF [https://doi.org/10.1021/jacs.4c07099 ], effectively achieve quantum
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the an interdisciplinary environment of the Metamaterials and Nanophotonics group (https://www.birmingham.ac.uk/research/centres-institutes/research-in-physics-and-astronomy/quantum-matter-and-photonics/metamaterials-and
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, an honours degree (at least II.1 or equivalent) in Physics, Chemistry or a related subject. Good knowledge in quantum mechanics and statistical mechanics is expected. Some experience with molecular simulation
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matrix functions. These computational problems are central to many scientific and engineering applications, including quantum mechanics, materials science, and weather/climate modelling. Numerical methods
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of Manchester, in areas such as catalysis (metal-organic frameworks, zeolites), gas capture/separation, semiconductors, nanoparticles and quantum dots, graphene-based composites, minerals, biomaterials, and
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://www.birmingham.ac.uk/research/centres-institutes/research-in-physics-and-astronomy/quantum-matter-and-photonics/metamaterials-and-nanophotonics ), which will substantially favour collaboration opportunities within
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of the Metamaterials and Nanophotonics group (https://www.birmingham.ac.uk/research/centres-institutes/research-in-physics-and-astronomy/quantum-matter-and-photonics/metamaterials-and-nanophotonics ) and the
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/research/centres-institutes/research-in-physics-and-astronomy/quantum-matter-and-photonics/metamaterials-and-nanophotonics ), which will substantially favour collaboration opportunities within University
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for Security Operations Centres (SOCs) while pioneering strategies for quantum-era resilience. This project sits at the intersection of Artificial Intelligence, Cybersecurity, and Explainable Computing. It
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. The project will investigate how advanced and modern cryptographic protocols, such as zero-knowledge proofs, secure multiparty computation, homomorphic encryption, exotic signatures, and their post-quantum