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Found 8 papers, 3 papers with code
Thermodynamic Computing via Autonomous Quantum Thermal Machines
Such a machine, which we term a "thermodynamic neuron", can implement any linearly-separable function, and we discuss explicitly the cases of NOT, 3-majority and NOR gates.
Building separable approximations for quantum states via neural networks
Finding the closest separable state to a given target state is a notoriously difficult task, even more difficult than deciding whether a state is entangled or separable.
Signatures of Liouvillian exceptional points in a quantum thermal machine
Viewing a quantum thermal machine as a non-Hermitian quantum system, we characterize in full generality its analytical time-dependent dynamics by deriving the spectrum of its non-Hermitian Liouvillian for an arbitrary initial state.
Quantum Physics Mesoscale and Nanoscale Physics Mathematical Physics Mathematical Physics
Fast semidefinite programming with feedforward neural networks
Given the optimization constraints as an input, a neural network outputs values for the optimization parameters such that the constraints are satisfied, both for the primal and the dual formulations of the task.
Hybrid Thermal Machines: Generalized Thermodynamic Resources for Multitasking
Thermal machines perform useful tasks--such as producing work, cooling, or heating--by exchanging energy, and possibly additional conserved quantities such as particles, with reservoirs.
Quantum Physics Statistical Mechanics
A neural network oracle for quantum nonlocality problems in networks
As such, the neural network acts as an oracle, demonstrating that a behavior is classical if it can be learned.
Bell nonlocality
In the last two decades, Bell's theorem has been a central theme of research from a variety of perspectives, mainly motivated by quantum information science, where the nonlocality of quantum theory underpins many of the advantages afforded by a quantum processing of information.
Quantum Physics
Secrecy extraction from no-signalling correlations
The usual security proofs suppose that the authorized partners, Alice and Bob, have a perfect knowledge and control of their quantum systems and devices; for instance, they must be sure that the logical bits have been encoded in true qubits, and not in higher-dimensional systems.
Quantum Physics
