TY - JOUR
T1 - Thermal colloid programming
AU - Fortulan, Raphael
AU - Raeisi Kheirabadi, Noushin
AU - Chiolerio, Alessandro
AU - Adamatzky, Andrew
N1 - Funding Information:
This work has received support from the European Innovation Council and SMEs Executive Agency (EISMEA) under grant agreement No. 964388. We would like to thank Alexei Antipov and Carsten Jost from PlasmaChem GmbH for supplying the gold nanoparticle colloid.
Publisher Copyright:
© The Author(s) 2025.
PY - 2025/4/12
Y1 - 2025/4/12
N2 - This paper investigates the computational capabilities of colloidal systems, focusing on the integration of Boolean logic operations within gold nanoparticle suspensions under varying temperature conditions. As climate change, artificial intelligence, and privacy concerns present increasing challenges for massively parallel and low-power computing devices, there is a growing demand for novel computing substrates, and colloids offer a promising avenue for developing energy-efficient and locally deployable systems. Our research explores how temperature impacts the behavior of suspended nanoparticles and, consequently, their interactions and computational performance. Our findings demonstrate that colloidal systems can perform Boolean operations, which can be modulated through temperature changes. By showcasing the versatility of these systems, this study underscores the significance of exploring unconventional computing paradigms and lays the foundation for future research into liquid-based computational applications.
AB - This paper investigates the computational capabilities of colloidal systems, focusing on the integration of Boolean logic operations within gold nanoparticle suspensions under varying temperature conditions. As climate change, artificial intelligence, and privacy concerns present increasing challenges for massively parallel and low-power computing devices, there is a growing demand for novel computing substrates, and colloids offer a promising avenue for developing energy-efficient and locally deployable systems. Our research explores how temperature impacts the behavior of suspended nanoparticles and, consequently, their interactions and computational performance. Our findings demonstrate that colloidal systems can perform Boolean operations, which can be modulated through temperature changes. By showcasing the versatility of these systems, this study underscores the significance of exploring unconventional computing paradigms and lays the foundation for future research into liquid-based computational applications.
KW - Colloidal systems
KW - Boolean logic
KW - Gold nanoparticles
KW - Unconventional computing
KW - Temperature control
UR - http://www.scopus.com/inward/record.url?scp=105003241283&partnerID=8YFLogxK
U2 - 10.1038/s41598-025-97484-4
DO - 10.1038/s41598-025-97484-4
M3 - Article
C2 - 40221567
VL - 15
JO - Scientific Reports
JF - Scientific Reports
SN - 2045-2322
IS - 1
M1 - 12646
ER -