University of Southampton is offering a PhD on quantum generative machine-learning models built from symmetry-constrained parameterised quantum circuits. The project studies hybrid quantum–classical generative modelling and uses symmetry to restrict quantum-circuit parameter spaces and representations, with the goal of reducing training bottlenecks and improving sample-efficient learning.
Applicants will explore symmetry-constrained parameterised quantum circuits for generative modelling,
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PhD: Symmetry-Restricted Quantum Generative Circuits in Southampton employer: Laplace Expert Ltd
The University of Exeter is an exceptional employer, offering a vibrant work culture that fosters innovation and collaboration in the field of Digital Humanities. With a strong commitment to employee development, you will have access to numerous growth opportunities and resources to enhance your skills while working on impactful projects like the reconstruction of Florence's Palazzo Medici. Located in a beautiful and historic city, the university provides a stimulating environment for research and creativity, making it an ideal place for those seeking meaningful and rewarding employment.
