- • Bio-inspired computing architectures based on spintronic and hybrid systems
- • Magneto-ionic control of magnetic properties and adaptive spintronic devices
- • Spin-torque nano-oscillators for unconventional and neuromorphic computing
- • Magnetic tunnel junctions for stochastic and probabilistic computing
- • Thermal activation and noise-driven dynamics in spintronic devices
- • Spintronic oscillator arrays and synchronization phenomena
- • Magnonics and frequency-based information processing
- • Skyrmion-based devices for neuromorphic and unconventional computing
- • Dynamical spintronic networks and reservoir computing
- • Machine-learning-assisted training of spintronic systems
- • Data-driven analytical and micromagnetic modeling approaches
- • Hybrid spintronic circuits and emerging computing architectures
- • Large-scale simulation of spintronic-based computing systems
Prof. Flavio Abreu Araujo began his scientific career in 2010 in spintronics and nanomagnetism, working on the fabrication, characterization, and modeling of spin-torque vortex oscillators. In 2015, he pioneered research at the interface of spintronics and artificial intelligence by demonstrating the first spintronics-based nano-neuron, helping establish the field of Neuromorphic Spintronics. His work focuses on developing nanoscale spintronic computing devices that drastically reduce energy consumption while enhancing computational capability, drawing inspiration from the efficiency of biological neural systems.
Liza Herrera Diez is a CNRS research director at the Centre for Nanoscience and Nanotechnology in Palaiseau, France. She studied physical chemistry at the National University of Córdoba in Argentina and conducted her PhD work at the Max Planck Institute for Solid State Research in Germany while enrolled in the physics doctoral school at Ecole Polytechnique Fédérale de Lausanne.
She has an interdisciplinary background in physics and chemistry. Her research focuses on magneto-ionics, which combines the analogue functionality of ionics with the binary nature of magnetism to develop reconfigurable multistate spintronic nanodevices. She coordinated the MSCA Innovative Training Network MagnEFi on electric-field effects in magnetic materials and devices, and currently coordinates the EU Pathfinder project METASPIN, which explores magneto-ionic approaches to design multifunctional nanodevices for neuromorphic hardware.
Damien Querlioz