Seminario del Departamento de Física de la Materia Condensada: “Machine learning with complex quantum systems.- Jueves 13 de febrero
El jueves 13 de febrero de 2025 se celebrará una nueva sesión del ciclo de Seminarios del Departamento de Física de la Materia Condensada de la Universidad de Zaragoza, que en esta sesión contará con Roberta Zambrini del Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC), CSIC, Universitat Illes Balears, que ofrecerá la conferencia titulada: “Machine learning with complex quantum systems”.
La sesión tendrá lugar a las 12:30 horas en la Sala de Grados de la Facultad de Ciencias de la Universidad de Zaragoza.
Resumen de la conferencia (en inglés):
Non-conventional computing inspired by the brain, or neuromorphic computing, is a successful approach in abroad spectrum of applications. In the last few years, different architectures have been explored also in quantum systems, as for Quantum Reservoir Computing. Quantum physical reservoirs have the potential to boost the processing performance in temporal tasks by exploiting quantum coherence, not requiring error correction. Furthermore, this approach is naturally suited for fully quantum information processing (with quantum inputs). In this talk we will briefly review the state of the art and focus on recent results exploring the potential of different platforms and operation regimes, the role of quantum coherence and entanglement, and how to overcome the challenges of real-time quantum reservoir computing.
Resumen de su currículo (en inglés):
Roberta Zambrini is a CSIC senior scientist at the Institute for Cross-Disciplinary Physics and Complex Systems (IFISC). Her research focuses on complex quantum systems, quantum optics and recently on quantum machine learning. She has published more than 90 articles, supervised 4 PhD thesis (5 in progress), coordinated European, national and regional projects, being at present guarantor of the IFISC Maria de Maeztu. In 2020 she led the CSIC white paper on Digitalization. She has been manager of AEI (Quantum and Matter Physics, 2021-2024) and is associate editor of Physical Review Letters. She is part of the initiative Woman for Quantum.
