Efficient Optimization on neutral atoms Quantum Computers

Quminars on Quantum Technologies and Computing

  • Date: 16 April 2024 from 16:00 to 17:00

  • Event location: Aula Magna DIFA, via Irnerio 46, Bologna

Dott. Simone Tibaldi (UNIBO)  will hold a seminar titled: Efficient Optimization on neutral atoms Quantum Computers

In this talk we will show the results of a recent experiment in which we solved an intractable combinatorial problem on the quantum computer of the French company PASQAL. Their platform exploits arrays of Rydberg atoms to perform analog computation. Although this technology is leading the run for the next generation of quantum computers, it is still suffering from many sources of errors and low repetition rate. To solve these problems we showed that Bayesian optimization is a reliable classical optimizer that, combined with the quantum circuit, allowed us to find a solution on the real machine.

Simone Tibaldi

Third year Phd student at the University of Bologna interested in hybrid quantum-classical algorithms and machine learning applied to quantum many body systems. He has worked specifically in optimization of hybrid algorithms to run on neutral atom quantum computers and spent 6 months working at the company PASQAL in Paris.

 

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Meeting ID: 842 4389 9308

Passcode: Quminars24