136 citations · 233 across the 10 of their papers we have counts for
10 papers
Thermalization at Low Temperatures via Weakly-Damped Multi-Site Baths
Cristian Zanoci, Yongchan Yoo, Brian Swingle
We study the thermalization properties of one-dimensional open quantum systems coupled to baths at their boundary. The baths are driven to their thermal states via Lindblad operato…
Near-Equilibrium Approach to Transport in Complex Sachdev-Ye-Kitaev Models
Cristian Zanoci, Brian Swingle
We study the non-equilibrium dynamics of a one-dimensional complex Sachdev-Ye-Kitaev chain by directly solving for the steady state Green's functions in terms of small perturbation…
Quantum Sampling Algorithms, Phase Transitions, and Computational Complexity
Dominik S. Wild, Dries Sels, Hannes Pichler +2
Drawing independent samples from a probability distribution is an important computational problem with applications in Monte Carlo algorithms, machine learning, and statistical phy…
Energy Transport in Sachdev-Ye-Kitaev Networks Coupled to Thermal Baths
Cristian Zanoci, Brian Swingle
We develop a general framework for studying the equilibrium and non-equilibrium properties of arbitrary networks of Sachdev-Ye-Kitaev clusters coupled to thermal baths. We proceed…
Temperature Dependent Energy Diffusion in Chaotic Spin Chains
Cristian Zanoci, Brian Swingle
We study the temperature dependence of energy diffusion in two chaotic gapped quantum spin chains, a tilted-field Ising model and an XZ model, using an open system approach. We int…
Quantum Sampling Algorithms for Near-Term Devices
Dominik S. Wild, Dries Sels, Hannes Pichler +2
Efficient sampling from a classical Gibbs distribution is an important computational problem with applications ranging from statistical physics over Monte Carlo and optimization al…
Near-Term Quantum-Classical Associative Adversarial Networks
Eric R. Anschuetz, Cristian Zanoci
We introduce a new hybrid quantum-classical adversarial machine learning architecture called a quantum-classical associative adversarial network (QAAN). This architecture consists…
Heuristic Recurrent Algorithms for Photonic Ising Machines
Charles Roques-Carmes, Yichen Shen, Cristian Zanoci +10
The inability of conventional electronic architectures to efficiently solve large combinatorial problems motivates the development of novel computational hardware. There has been m…
Ensemble Inhibition and Excitation in the Human Cortex: an Ising Model Analysis with Uncertainties
Cristian Zanoci, Nima Dehghani, Max Tegmark
The pairwise maximum entropy model, also known as the Ising model, has been widely used to analyze the collective activity of neurons. However, controversy persists in the literatu…
Entanglement and thermalization in open fermion systems
Cristian Zanoci, Brian Swingle
We numerically study two non-interacting fermion models, a quantum wire model and a Chern insulator model, governed by open system Lindblad dynamics. The physical setup consists of…