GPU Day 2024

Session

Session II

30 May 2024, 11:00

Wigner Datacenter - HUN-REN Wigner Research Centre for Physics

120. Simulation of photonic quantum computing with automatic differentiation in Piquasso

Zoltán Kolarovszki

30/05/2024, 11:00

Piquasso is a full-stack open-source software platform for simulating and programming photonic quantum computers. It can be employed via a high-level Python programming interface, enabling users to simulate photonic quantum computing efficiently. Piquasso targets numerous applications, ranging from boson sampling to photonic quantum machine learning. The former is underpinned by the built-in...

131. Problem-informed graphical quantum generative learning

Bence Bakó (Wigner RCP)

30/05/2024, 11:25

At the intersection of two rapidly growing fields, generative quantum machine learning research is attracting significant interest. Being in the early days of the field, the proposed algorithms mostly rely on generic quantum models, that while being very powerful, face several challenges. This motivates the design of problem-informed models, making assumptions about the data that can be...

122. Hybrid Quantum-Classical Reinforcement Learning in Latent Observation Spaces

Daniel Nagy (HUN-REN Wigner Reasearch Centre for Physics)

30/05/2024, 11:50

In recent years, quantum machine learning (QML) has emerged as a rapidly expanding field within quantum algorithms and applications. Current noisy quantum devices enable small-scale experiments on existing quantum hardware, while increasingly powerful classical hardware allows for the simulation of quantum algorithms and the execution of robust classical AI applications.

Recently, hybrid...

115. Towards exascale computation of quantum systems - Industrial perspectives

Örs Legeza (Wigner FK)

30/05/2024, 12:15

TBF