W1. Quantum Physics and Machine Learning
Workshop organized by:
F. Caruso
This workshop will cover the fascinating very interdisciplinary field of machine learning and its more recent generalization to quantum information. Recurrent networks, reinforcement learning, Boltzmann machines, deep learning, and neural networks will be discussed in various scientific fields and from both foundational and technological perspectives.
On one side, machine learning does very successfully solve very hard problems as detecting anomalous events in live streams of sensor data, self-driving cars, speech recognition, natural language, vision, playing games, trading strategies, etc.
On the other side, quantum information science also teems with excitement. By manipulating single particles at a subatomic level, one is able to perform Fourier transformation exponentially faster or search in a database quadratically faster than the classical limit. A future quantum computer will break the security of all the currently encrypted messages, and quantum cryptography already shows instead of an unbreakable tool to faithfully transmit information at a commercial level.ΣΦ Conference
ΣΦ 2023
News
SigmaPhi 2023 Europhysics Conference
The European Physical Society (EPS) has recognized the SigmaPhi 2023 as Europhysics Conference.
Workshops
W3. Complex Networks: Hidden Geometry and Dynamics
Workshop organized by:N. Gupte, M.M. Dankulov and B. Tadic
W5. Statistical physics of biophysical systems
Workshop organized by: A. Deutsch and B. Hatzikirou
W6. Statistical physics methods for power grids
Workshop organized by:G. Odor and C. Beck
W10. Non-Extensive Statistical Mechanics and Kappa Distributions
Workshop organized by:G. Livadiotis, M. Leubner, P. Yoon and K. Dialynas
Special Sessions
S1. Spin Glass Theory and Beyond
Special Session organized by E. Marinari and G. Parisi
S2. Entropies and Correlations in Complex Systems
Special Session organized by V. Ilić, J. Korbel and S. Gupta
S3. Holographic and other cosmologically relevant entropies
Special Session organized by P. Jizba and G. Lambiase
S4. Quantum Long-Range Systems
Special Session organized by A. Trombettoni, S. Ruffo and D. Mukamel
