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06/26/2023
Deep Bayesian Experimental Design for Quantum Many-Body Systems
Bayesian experimental design is a technique that allows to efficiently s...
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10/10/2022
Investigation of inverse design of multilayer thin-films with conditional invertible Neural Networks
The task of designing optical multilayer thin-films regarding a given ta...
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08/07/2022
Artificial Intelligence and Machine Learning for Quantum Technologies
In recent years, the dramatic progress in machine learning has begun to ...
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11/24/2021
TMM-Fast: A Transfer Matrix Computation Package for Multilayer Thin-Film Optimization
Achieving the desired optical response from a multilayer thin-film struc...
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03/08/2021
Self-learning Machines based on Hamiltonian Echo Backpropagation
A physical self-learning machine can be defined as a nonlinear dynamical...
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05/04/2020