The continuous increase in distributed sensors and soft autonomous systems is pushing toward the development of electronic devices capable of performing local data processing while being directly integrable into soft and deformable platforms. In this framework, unconventional computing approaches toghether with materials development provide a viable strategy to integrate sensing and computation within the same physical system, overcoming the limitations of traditional silicon-based architectures in terms of mechanical mismatch and system integration. Here, gold cluster-assembled films (MCAF) were produced on rigid and soft substrates by Supersonic Cluster Beam Deposition and investigated as physical platforms for unconventional data processing. The electrical characterization of the metallic networks on rigid substrates revealed nonlinear transport and resistive switching (RS) dynamics correlated to their structural organization and to substrate-dependent forming processes. The implantation of MCAF into PDMS enabled the realization of soft RS devices responsive to electrical, mechanical, and environmental stimuli. Multielectrode configurations were exploited to build environmentally sensitive reconfigurable logic gates, while deposition on paper substrates demonstrated the integration of sensing and bistable electrical response on a flexible and sustainable platform.

SOFT ADAPTIVE NANOCOMPOSITES BASED ON METALLIC CLUSTER ASSEMBLED NETWORKS FOR UNCONVENTIONAL DATA PROCESSING / G. Nadalini ; supervisor: P. Milani ; cosupervisor: F. Borghi ; coordinator: A. Mennella. - Dipartimento di Fisica, via Celoria 16, 20113, Milano. Dipartimento di Fisica Aldo Pontremoli, 2026 Jan 29. 38. ciclo, Anno Accademico 2025/2026.

SOFT ADAPTIVE NANOCOMPOSITES BASED ONMETALLIC CLUSTER ASSEMBLED NETWORKS FORUNCONVENTIONAL DATA PROCESSING

G. Nadalini
2026

Abstract

The continuous increase in distributed sensors and soft autonomous systems is pushing toward the development of electronic devices capable of performing local data processing while being directly integrable into soft and deformable platforms. In this framework, unconventional computing approaches toghether with materials development provide a viable strategy to integrate sensing and computation within the same physical system, overcoming the limitations of traditional silicon-based architectures in terms of mechanical mismatch and system integration. Here, gold cluster-assembled films (MCAF) were produced on rigid and soft substrates by Supersonic Cluster Beam Deposition and investigated as physical platforms for unconventional data processing. The electrical characterization of the metallic networks on rigid substrates revealed nonlinear transport and resistive switching (RS) dynamics correlated to their structural organization and to substrate-dependent forming processes. The implantation of MCAF into PDMS enabled the realization of soft RS devices responsive to electrical, mechanical, and environmental stimuli. Multielectrode configurations were exploited to build environmentally sensitive reconfigurable logic gates, while deposition on paper substrates demonstrated the integration of sensing and bistable electrical response on a flexible and sustainable platform.
29-gen-2026
Settore PHYS-03/A - Fisica sperimentale della materia e applicazioni
MILANI, PAOLO
MENNELLA, ANIELLO
Doctoral Thesis
SOFT ADAPTIVE NANOCOMPOSITES BASED ON METALLIC CLUSTER ASSEMBLED NETWORKS FOR UNCONVENTIONAL DATA PROCESSING / G. Nadalini ; supervisor: P. Milani ; cosupervisor: F. Borghi ; coordinator: A. Mennella. - Dipartimento di Fisica, via Celoria 16, 20113, Milano. Dipartimento di Fisica Aldo Pontremoli, 2026 Jan 29. 38. ciclo, Anno Accademico 2025/2026.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1211056
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