CQD Special Seminar

 

3. July 2020 16:00

Zoom Meeting

Probabilistic Simulation of Quantum Circuits with the Transformer

Adj. Ass. Professor Juan Carrasquilla
Vector Institute for Artificial Intelligence, Toronto


I will present a heuristic to simulate quantum circuits based on a probabilistic representation of the quantum state as the outcome distribution of a positive operator valued measure. In this language, unitary evolution translates into evolution of probability distributions subject to "somewhat" stochastic matrices, which are a generalization of stochastic matrices. I approximate the evolution of the quantum state using a transformer architecture and provide a proof-of-principle demonstration of the approach on simple quantum circuits.

 

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contact
Prof. Dr. M. Weidemüller
Physikalisches Institut
Im Neuenheimer Feld 226
69120 Heidelberg
 
06221-5419470
Claudia Krämer
3. Juli 2020
16:00 Uhr Probabilistic Simulation of Quantum Circuits with the Transformer... Adj. Ass. Professor Juan Carrasquilla