CoSpiN “Coherent Networks for Neuromorphic Computing” funded by the ERC
Roadmap on spin-wave computing
Check out this comprehensive description of recent developments and trends in magnonic computing.
Our way to detect magnons: Brillouin light scattering microscopy
Nanoscaled Magnonic Networks
Our view of the building blocks for magnetic components and their assembly on the chip.
Spin waves, the elementary low energy excitations of an ordered spin system, and their bosonic quanta, magnons, carry energy and angular momentum in the form of spin. The field of magnonics aims to create devices for sensing, data processing and logic which are based on spin waves and their outstanding properties like intrinsic nonlinearity and nanometer wavelengths at GHz frequencies.
Our scientific aim is to explore and combine emerging physical phenomena which can be used to realise novel magnonic hybrid systems with novel and superior characteristics. We have a particular focus on:
- Nonlinear spin-wave phenomena in micro- and nanostructures
- Nanoscaled magnonic devices for unconventional data processing
- Novel materials for magnonics including low-damping Heuler compounds
- Hybrid systems combining magnonics with spintronic and phononic systems
- Amplification and control of coherent spin-waves in micro-and nanostructures using parametric processes
- Nonreciprocal magnonic systems based on dipole-dipole and DMI interactions
To achieve our goals, we investigate magnonics systems experimentally by Brillouin light scattering spectroscopy and inductive techniques. To study and optimize magnonic systems before fabrication, we employ massively parallelized micromagnetic simulations. These simulations are run and analysed by our home-made AITHERICON software platform with the aim to use artificial intelligence, neural networks and inverse design methods to create magnonic systems with designed and superior properties for wave-based transport and data processing.
News
SELECTED RECENT PUBLICATIONS AND ACCEPTED SUBMISSIONS
Link to FULL PUBLICATION LIST
- Nonlinear frequency shift and bistability of magnon-polaronsKevin Künstle, Matthias Wagner, Philipp Knaus, Yannik Kunz, Ephraim Spindler, Katharina Lasinger, Matthias R. Schweizer, Philipp Pirro, John F. Gregg, Mathias WeilerarXiv.2605.22157

- Identification and minimization of losses in microscaled spin-wave transducersFelix Kohl, Björn Heinz, Ádám Papp, Róbert Erdélyi, Györgi Csaba, Philipp PirroPRA 25, 054064 (2026)arXiv.2505.08656

- True random number generation through stochastic magnonic bistabilityMengying Guo, Zhenyu Zhou, Denys Slobodianiuk, Roman Verba, Kristýna Davídková, Xueyu Guo, Xudong Jing, Yueqi Wang, Björn Heinz, Yiheng Rao, Carsten Dubs, Caihua Wan, Xiufeng Han, Andrii V. Chumak, Philipp Pirro, Qi WangarXiv.2604.19356

- Modelling spin-wave interference with electromagnetic leakage in micron-scaled spin-wave transducersFelix Kohl, Björn Heinz, Matthias Wagner, Christoph Adelmann, Florin Ciubotaru, Philipp PirroAPL 128, 162401 (2026)arXiv.2509.24647

- The ideal substrate for yttrium iron garnet films in quantum magnonicsRostyslav O. Serha, Carsten Dubs, Christo Guguschev, Bernd Aichner, David Schmoll, Julien Schäfer, Jaganandha Panda, Matthias Weiler, Philipp Pirro, Michal Urbánek & Andrii V. Chumak Communications Materials , (2026)arXiv.2508.19044








