Aplikace náhodných polí při optimalizaci variačních kvantových algoritmů

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Aplikace náhodných polí při optimalizaci variačních kvantových algoritmů

Application of random fields in optimizing variation quantum algorithms

Event by: Ústav matematiky

Location: Technická 2896/2, Technická 2, Brno-Královo Pole

Talks & discussions

About event

🗣️ Lecturer: Jan Michálek
🏢 room: A1/1842
📆 Date: 07. 4. 2025 at 14:00

with increasing popularity of quantum computers also increase the demands on their calculation capacity. However, due to demanding physical implementation, this demand is not satisfied and therefore alternative approaches are looking for. In the field of variation quantum algorithms, which aim to simulate the physical system such as atom or molecule and determine the so -called Ground Energy and Ground State, we try to solve this problem by optimizing the number of parameters in the model and thus reduce the computational difficulty. However, the study of quantum models is complicated and therefore their behavior is described using random fields on varieties. It turns out that Wishart's
division enhanced into hypertoruses can be effectively used to explore and analyze the model. In addition, converting to a random field allows us to simulate some things and do not need a physical quantum computer. You can look forward to an interesting connection of statistics, differential geometry and quantum counting.

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