Better Quantum Technologies via Machine Learning

Event Type: IFIMAColloquium
Title: Better Quantum Technologies via Machine Learning
When: Friday, 19th April, 2024, at 12:00h
Where: Conference Room, Module 00, Facultad de Ciencias, Universidad Autónoma de Madrid
Speaker: Florian Marquardt, Max Planck Institute for the Science of Light, Erlangen, Germany.

Machine learning and artificial intelligence are producing a revolution in science and technology. When scaling up quantum technologies such as quantum computers, we can employ these tools from computer science to cope with the ever increasing complexity. In this talk, I will describe how one can improve quantum technologies via automated discovery, using techniques such as reinforcement learning. I will present examples ranging from quantum error correction to better quantum feedback strategies and the automated discovery of scattering setups.

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