Meetings/Workshops on Quantum Mechanics and Quantum Information Theory in Sweden
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Machine Learning for Quantum Matter
26 Aug 2019 - 28 Aug 2019 • Stockholm, Sweden
Machine learning has entered the field of quantum matter with applications covering quantum materials and the many-body problem. For example, interpretable and computationally-efficient machine learning models are able to capture the structure-property relationship in materials science. In case of the many-body problem, machine learning architectures provide versatile wavefunctions that lead to accurate results and prove to be more flexible than traditional methods. Conversely, methods in physics have also influenced the development of machine learning methods in the case of tensor networks. The workshop will feature talks by leading experts combined with the talks of younger participants to present a broad picture of the activities and best ideas on the use of ML methods in quantum matter.
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Last updated: 15 May 2019