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Dive into the research topics where Aki Kutvonen is active.

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Featured researches published by Aki Kutvonen.


Physical Review Letters | 2015

On-Chip Maxwell's Demon as an Information-Powered Refrigerator

Jonne Koski; Aki Kutvonen; I. M. Khaymovich; Tapio Ala-Nissila; Jukka P. Pekola

We present an experimental realization of an autonomous Maxwells demon, which extracts microscopic information from a system and reduces its entropy by applying feedback. It is based on two capacitively coupled single-electron devices, both integrated on the same electronic circuit. This setup allows a detailed analysis of the thermodynamics of both the demon and the system as well as their mutual information exchange. The operation of the demon is directly observed as a temperature drop in the system. We also observe a simultaneous temperature rise in the demon arising from the thermodynamic cost of generating the mutual information.


Journal of Chemical Physics | 2012

Influence of nanoparticle size, loading, and shape on the mechanical properties of polymer nanocomposites

Aki Kutvonen; Giulia Rossi; Sakari R. Puisto; Niko K. J. Rostedt; Tapio Ala-Nissila

We study the influence of spherical, triangular, and rod-like nanoparticles on the mechanical properties of a polymer nanocomposite (PNC), via coarse-grained molecular dynamics simulations. We focus on how the nanoparticle size, loading, mass, and shape influence the PNCs elastic modulus, stress at failure and resistance against cavity formation and growth, under external stress. We find that in the regime of strong polymer-nanoparticle interactions, the formation of a polymer network via temporary polymer-nanoparticle crosslinks has a predominant role on the PNC reinforcement. Spherical nanoparticles, whose size is comparable to that of the polymer monomers, are more effective at toughening the PNC than larger spherical particles. When comparing particles of spherical, triangular, and rod-like geometries, the rod-like nanoparticles emerge as the best PNC toughening agents.


Physical Review E | 2012

Correlations between mechanical, structural, and dynamical properties of polymer nanocomposites.

Aki Kutvonen; Giulia Rossi; Tapio Ala-Nissila

We study the structural and dynamical mechanisms of reinforcement of a polymer nanocomposite via coarse-grained Molecular Dynamics simulations. In a regime of strong polymer-filler interactions, the stress at failure of the PNC is clearly correlated to structural quantities, such as the filler loading, the surface area of the polymer-filler interface and the network structure. Additionally, we find that small fillers, of the size of the polymer monomers, are the most effective at reinforcing the matrix, by surrounding the polymer chains and maximizing the number of strong polymer-filler interactions. Such a structural configuration is correlated to a dynamical feature, namely the minimization of the relative mobility of the fillers with respect to the polymer matrix.


Nature Physics | 2013

Distribution of entropy production in a single-electron box

Jonne Koski; Takahiro Sagawa; O. P. Saira; Y. Yoon; Aki Kutvonen; Paolo Solinas; Mikko Möttönen; Tapio Ala-Nissila; Jukka P. Pekola

The fluctuation relations are a central concept in thermodynamics at the microscopic scale. These relations are experimentally verified by measuring the entropy production in a single-electron box coupled to two heat baths.


Scientific Reports | 2016

Thermodynamics and efficiency of an autonomous on-chip Maxwell's demon

Aki Kutvonen; Jonne Koski; Tapio Ala-Nissila

In his famous letter in 1870, Maxwell describes how Joule’s law can be violated “only by the intelligent action of a mere guiding agent”, later coined as Maxwell’s demon by Lord Kelvin. In this letter we study thermodynamics of information using an experimentally feasible Maxwell’s demon setup based a single electron transistor capacitively coupled to a single electron box, where both the system and the Demon can be clearly identified. Such an engineered on-chip Demon measures and performes feedback on the system, which can be observed as cooling whose efficiency can be adjusted. We present a detailed analysis of the system and the Demon, including the second law of thermodynamics for bare and coarse grained entropy production and the flow of information as well as efficiency of information production and utilization. Our results demonstrate how information thermodynamics can be used to improve functionality of modern nanoscale devices.


Physical Review E | 2016

Quantum jump model for a system with a finite-size environment.

Samu Suomela; Aki Kutvonen; Tapio Ala-Nissila

Measuring the thermodynamic properties of open quantum systems poses a major challenge. A calorimetric detection has been proposed as a feasible experimental scheme to measure work and fluctuation relations in open quantum systems. However, the detection requires a finite size for the environment, which influences the system dynamics. This process cannot be modeled with the standard stochastic approaches. We develop a quantum jump model suitable for systems coupled to a finite-size environment. We use the method to study the common fluctuation relations and prove that they are satisfied.


Journal of Statistical Mechanics: Theory and Experiment | 2013

Dissipated work and fluctuation relations for non-equilibrium single-electron transitions

Jukka P. Pekola; Aki Kutvonen; Tapio Ala-Nissila

We discuss a simple but experimentally realistic model system, a single-electron box (SEB), where common fluctuation relations can be tested for driven electronic transitions. We show analytically that when the electron system on the SEB island is driven to a non-equilibrium state by the control parameter (gate voltage), the common fluctuation relation (Jarzynski equality) is not valid due to dissipated heat even when the system starts at thermal equilibrium and returns to it after the drive has been stopped. We perform no feedback on the system. However, an integral fluctuation relation based on total entropy production works also in this situation. We perform extensive Monte Carlo simulations of single-electron transitions in the SEB setup and find good agreement with the theoretical predictions.


Physical Review E | 2016

Thermodynamics of information exchange between two coupled quantum dots

Aki Kutvonen; Takahiro Sagawa; Tapio Ala-Nissila

We propose a setup based on two coupled quantum dots where thermodynamics of a measurement can be quantitatively characterized. The information obtained in the measurement can be utilized by performing feedback in a manner apparently breaking the second law of thermodynamics. In this way the setup can be operated as a Maxwells demon, where both the measurement and feedback are performed separately by controlling an external parameter. This is analogous to the case of the original Szilard engine. Since the setup contains both the microscopic demon and the engine itself, the operation of the whole measurement-feedback cycle can be explained in detail at the level of single realizations. In addition, we derive integral fluctuation relations for both the bare and coarse-grained entropy productions in the setup.


Physical Review E | 2015

Entropy production in a non-Markovian environment.

Aki Kutvonen; Tapio Ala-Nissila; Jukka P. Pekola


arXiv: Disordered Systems and Neural Networks | 2018

Recurrent neural networks running on quantum spins: memory accuracy and capacity

Aki Kutvonen; Takahiro Sagawa; Keisuke Fujii

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O. P. Saira

Delft University of Technology

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