Magnetic memory supraparticles for perceptual matter

ERC (European Research Council)HORIZON-ERCID: 101123921
EC Contribution
€19,993
Consortium Size
1 orgs
Start Year
2024
Summary

So far, materials are seen as passive items. This project aims at providing a solution that can turn objects into matter that can perceive and communicate trigger events. If materials are turned capable of reporting their encountered history, this will significantly contribute to i) ensuring product safety and reliability, ii) making predictive maintenance possible, iii) making complex recycling fates of materials transparent, and iv) enabling autonomous, robot-controlled, resilient manufacturing (Industry 4.0).The key to realize this vision is to make use of smart magnetic particles, largely based on iron oxide (SmartRust). To achieve SmartRust, micron-sized (1-10 µm) supraparticles are composed of magnetic nano building blocks, the “signal transducers”, which are combined with other non-magnetic moieties, the “sensitizers”. A toolbox-like approach using spray-drying allows for nanoparticle assembly of a transducer and a sensitizer type of choice to specifically target a desired type of stimulus. The SmartRust particles are then integrated in materials` matrices. It is hypothesized – and yet an open research question! - that there is an interplay of two magnetic interaction principles: on a hierarchical level I, a trigger event will alter the intra-supraparticle magnetic interactions of the nanoparticles within individual supraparticles. On a hierarchical level II, a trigger event will alter the inter-supraparticle magnetic interactions among the supraparticles when the matrix of the materials, where the supraparticles are embedded in, is altered. The scientific idea is that this magnetic interaction information can be read out fast, easily, in a non-destructive way and from within a material, enabled by the technique magnetic particle spectroscopy (MPS). If this endeavour is successful in obtaining a meaningful signal-structure-trigger correlation, ultimately, design rules could be deduced how to create conscious matter using SmartRust.

Consortium (1)

Project Results (8)

Source: CORDIS, the EU research results database.

Publications (7)
Assembly of filament-like supraparticles in confined vortex rings
Journal of Colloid and Interface Science· 2025DOI
Tero Kämäräinen, Sara Li Deuso, Stephan Müssig, Leoni Luthardt, Yuta Hatanaka, Yuichi Tozuka, Kazunori Kadota, Karl Mandel
Bulk Magnetic Properties Arise from Micron‐Sized Supraparticle Interactions and Can be Modified on the Nanoscale
Small· 2025DOI
Andreas Wolf, Markus Heinlein, Noah Kent, Stephan Müssig, Karl Mandel
Information-Providing Magnetic Supraparticles: Particle Designs to Record Environmental Stimuli with Readout by Magnetic Particle Spectroscopy
Accounts of Materials Research· 2025DOI
Stephan Müssig, Andreas Wolf, Tero Kämäräinen, Karl Mandel
Magnetically “Programming” Cobalt‐Doped Iron Oxide Nanoparticles for Localized Induction Heating: Triggering a Collective Effect of Magnetic Moment Alignment on Demand
Advanced Materials· 2025DOI
Theodor Raczka, Leoni Luthardt, Stephan Müssig, Noah Kent, Qianqian Lan, Thibaud Denneulin, Rafal E. Dunin‐Borkowski, Karl Mandel
Customizable Induction Heating Profiles: from Tailored Colloidally Stable Nanoparticles Toward Multi‐Stage Heatable Supraparticles
Advanced Functional Materials· 2024DOI
Leoni Luthardt, Theodor Raczka, Katrin Hurle, Stephan Müssig, Karl Mandel
Magnetic Supraparticles Capable of Recording High-Temperature Events
Advanced Functional Materials· 2024DOI
Andreas Wolf, Julian Sauer, Katrin Hurle, Stephan Müssig, Karl Mandel
Nanoparticle Clustering in Supraparticles to Control Magnetic Long‐Range Interactions
Particle & Particle Systems Characterization· 2024DOI
Andreas Wolf, Huanhuan Zhou, Philipp Groppe, Lisa M. S. Stiegler, Tero Kämäräinen, Wolfgang Peukert, Johannes Walter, Susanne Wintzheimer, Karl Mandel
Deliverables (1)
Data Management Plan