CORDIS Project
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This project develops advanced machine learning tools, specifically Reinforcement Learning agents, to tackle complex quantum statistical problems in many-body physics. By training these agents to sample path integrals, the research aims to enhance computational efficiency and provide new insights into quantum systems a…
During the last two decades, Machine Learning (ML) and Artificial Intelligence (AI) tools have created a true paradigm shift and impacted numerous fields and industries.
In quantum physics, ML is rapidly gaining popularity and is already being extensively used for variational quantum state representation.
Recently, a more ambitious and new research direction is developing where Reinforcement Learning agents could be used to solve quantum statistical problems while improving during the task.
This…
UNIVERSITEIT ANTWERPEN
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United States, NEW YORK
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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