Toward the Rational Design of Molecular Field-Coupled Nanocomputing Candidates

Abstract Molecular Field-Coupled Nanocomputing (MolFCN) is a promising beyond-CMOS paradigm in which information is propagated electrostatically rather than through charge transport, enabling ultra-low-power logic. However, identifying molecules with stable logic states and reliable information propagation remains challenging. Here, we introduce LUFFY (Layered Unified Framework for MolFCN systematic analYsis), a framework for the rational design and validation of MolFCN molecular candidates. Starting from 32 synthetically accessible molecules, LUFFY combines conformational sampling and electrostatic analysis in neutral and oxidized states to derive molecular response descriptors. We extract Vin-to-Aggregated-Charge Transcharacteristics (VACTs), capturing the field-induced charge response, and develop energy-averaged models that account for conformational diversity and are validated against ab initio molecular dynamics. We further demonstrate stable information propagation at the device level. LUFFY establishes a unified, transferable, and scalable strategy linking molecular structure to circuit functionality, providing a foundation for data-driven molecular discovery for ultra-low-power computing.

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Publication Details

Journal
Nano Letters
Published
2026-09-12
DOI
https://doi.org/10.1021/acs.nanolett.6c02459
Primary Topic
Quantum-Dot Cellular Automata
Type
article
Field-Weighted Citation Impact
0.00

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article

Toward the Rational Design of Molecular Field-Coupled Nanocomputing Candidates

Gianaurelio Cuniberti, Federico Ravera, Mariagrazia Graziano, Gianluca Piccinini et al.
Nano Letters
Quantum-Dot Cellular Automata
article

Toward the Rational Design of Molecular Field-Coupled Nanocomputing Candidates

Gianaurelio Cuniberti, Federico Ravera, Mariagrazia Graziano, Gianluca Piccinini, Yuri Ardesi, Andrea Vezzoli, Leonardo Medrano Sandonas
article en

Abstract

Abstract Molecular Field-Coupled Nanocomputing (MolFCN) is a promising beyond-CMOS paradigm in which information is propagated electrostatically rather than through charge transport, enabling ultra-low-power logic. However, identifying molecules with stable logic states and reliable information propagation remains challenging. Here, we introduce LUFFY (Layered Unified Framework for MolFCN systematic analYsis), a framework for the rational design and validation of MolFCN molecular candidates. Starting from 32 synthetically accessible molecules, LUFFY combines conformational sampling and electrostatic analysis in neutral and oxidized states to derive molecular response descriptors. We extract Vin-to-Aggregated-Charge Transcharacteristics (VACTs), capturing the field-induced charge response, and develop energy-averaged models that account for conformational diversity and are validated against ab initio molecular dynamics. We further demonstrate stable information propagation at the device level. LUFFY establishes a unified, transferable, and scalable strategy linking molecular structure to circuit functionality, providing a foundation for data-driven molecular discovery for ultra-low-power computing.

Nano Letters
University of Liverpool (GB), Politecnico di Torino (IT), Technische Universität Dresden (DE), RWTH Aachen University (DE)
Deutsche Forschungsgemeinschaft
Responsible consumption and production
Openalex Percentile: Top 52%
Quantum-Dot Cellular Automata
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