Circuit Theory for Chemical Reaction Networks

no code implementations • 14 Oct 2022 • Francesco Avanzini, Nahuel Freitas, Massimiliano Esposito

We lay the foundation of a circuit theory for chemical reaction networks.

Stochastic Thermodynamics of Non-Linear Electronic Circuits: A Realistic Framework for Computing around kT

1 code implementation • 24 Aug 2020 • Nahuel Freitas, Jean-Charles Delvenne, Massimiliano Esposito

We present a general formalism for the construction of thermodynamically consistent stochastic models of non-linear electronic circuits.

Statistical Mechanics

Neural Network Operations and Susuki-Trotter evolution of Neural Network States

1 code implementation • 6 Mar 2018 • Nahuel Freitas, Giovanna Morigi, Vedran Dunjko

We show that this parametrization contains a set of universal quantum gates, from which it follows that the state prepared by any quantum circuit can be expressed as a Neural Network State with a number of hidden nodes that grows linearly with the number of elementary operations in the circuit.

Quantum Physics