In general, the work performed from the beginning of the project led to over 200 publications, directly and tightly, or at least partially bounded to the goals of NOQIA. All of these papers were published in the leading international journals, with some in the Nature group, PHys. Rev. Lett., Phys. Rev. X, Phys. Rev. X Quantum, and impactful review journals, like Rep. Prog. Phys., Phys. Rep., or Nature Physics Reviews. They are listed below, in the detailed report of the objectives. The results were presented at numerous international meeting and conferences, seminars etc. We realized a non-trivial dissemination plan toward general public, culminating in a concert at the most important festival of electro-acoustic music SONAR21, entitled “Interpreting Quantum Randomness” (
https://www.youtube.com/watch?v=Z-GLxgg0Z18(se abrirá en una nueva ventana)).
Overall, the major results of the project have been:
- Develop a new, interdisciplinary field, connecting QS and AS, under the common umbrella of topology and topological effects in physics, and quantum validation-certification. Demonstrate novel topological effects in AMO systems/quantum simulators, such as synthetic twisted bilayer systems. Translate and design analogues of novel TEP in QS with AMO platforms to ultrafast science of solid state, and vice versa.
- Address novel challenges that currently arise in AS of solid state, and strongly correlated many/few body systems, such as detection/generation of topological order and/or superconductivity and other exotic quantum phases. Transfer/quantum simulate them into/with AMO platforms, providing validation and certification protocols.
- We studied intensively AS for QS, in various aspects. The most important is the new line of research that allows to use AS as QS directly for generation of massively entangled and superposition states and for detection of topological order.
Finally, we studied intensively AS for QS, in various aspects. The most important is the new line of research that allows to use AS as QS directly for generation of massively entangled and superposition states and for detection of topological order. Also we worked on combining ML methods with tensor networks.
Below we describe the major achievements of the project, related to the 4 objectives.O1 Quantum simulators for ultrafast science: Here we published 20 papers in the world leadinf journals, including 5 impactful reviews, 1 Nature, 11 Phys. Rev. Lett., 1 Phys. Rev. X, 2 Phys. Rev. X Quantum; O2 Ultrafast science for quantum simulators: Here we published 16 papers in the world leading journals, including 3 impactful reviews, 1 PNAS, 5 in Nature-group, 5 Phys. Rev. Lett., 1 Phys. Rev. X Quantum, 1 seminal New J. Phys.; O3 Quantum simulators for quantum machine learning: We published 2 papers in Phys. Rev, Lett., and one important dissemination paper on sonification of quantum processes (3.3). We worked on designs of quantum NN and their storage capacity (1 Phys. Rev. E). We studied variational autoengoders and autonomous AI (two papers). We work intensively on dissemination projects, where quantum processes from O1 and O2 are “translated” into sounds, in the form of sounds, or better to say contemporary music (several papers in books and preceedings in 2024 and 2025); O4 Quantum machine learning for quantum simulators: We have published 21 papers (review in Rep. Prog. Phys.,1 Nature Comm., 5 Phys. Rev. Lett., seminal 1 Quantum, 1 New J. Phys., 3 ML: Sci. Tech., J. Stat. Phys., SciPost Phys., 2 Phys. Rev. B, 2 Phys. Rev. Res., 2 J. Phys. A, Biophys. J., ), in which we have developed various methods of ML to study QS.Two papers (one in Phys. Rev. Res. A and one submitted) were devoted to quantum tomography ehanced by ML. We applied ML for studies of many-body dynamics, with focus on disordered systems and QS of many-body localization.
