Machine Learning in Natural Sciences: from Quantum Physics to Nanoscience and Structural Biology

Session

Quantum Phase Transitions

QPT

20 Sept 2022, 11:00

Seminarraum 1-3 (CFEL (Building 99))

43. Quantum physics data as a playground for machine learning

Dr Evert van Nieuwenburg (Leiden University)

20/09/2022, 11:00

Invited Talk

8. Circuit complexity through phase transitions and its consequences in quantum state preparation

David Zueco (CSIC (Spanish National Research Council))

20/09/2022, 11:45

Quantum Phase Transitions

Contributed Talk (30min)

How much does it cost to generate a target quantum state from another reference state?
This is a rather general question that has been discussed in quantum information for obvious reasons. In quantum computation it is desirable to obtain the result with the minimum set of gates. This number is, roughly speaking, the cost and it is called
Complexity. In this talk, I will introduce different...