The classical Heisenberg model on the centred pyrochlore lattice
The centred pyrochlore lattice is a novel geometrically frustrated lattice, realized in the metal-
organic framework Mn (ta) $ _2 $[Phys. Rev. Research 5, L022018 (2023)] where the basic …
organic framework Mn (ta) $ _2 $[Phys. Rev. Research 5, L022018 (2023)] where the basic …
Machine-learned phase diagrams of generalized Kitaev honeycomb magnets
We use a recently developed interpretable and unsupervised machine-learning method, the
tensorial kernel support vector machine, to investigate the low-temperature classical phase …
tensorial kernel support vector machine, to investigate the low-temperature classical phase …
Unsupervised interpretable learning of phases from many-qubit systems
Experimental progress in qubit manufacturing calls for the development of new theoretical
tools to analyze quantum data. We show how an unsupervised machine-learning technique …
tools to analyze quantum data. We show how an unsupervised machine-learning technique …
Efficient and scalable path integral Monte Carlo simulations with worm-type updates for Bose-Hubbard and XXZ models
N Sadoune, L Pollet - SciPost Physics Codebases, 2022 - scipost.org
We present a novel and open-source implementation of the worm algorithm, which is an
algorithm to simulate Bose-Hubbard and sign-positive spin models using a path-integral …
algorithm to simulate Bose-Hubbard and sign-positive spin models using a path-integral …
Learning symmetry-protected topological order from trapped-ion experiments
Classical machine learning has proven remarkably useful in post-processing quantum data,
yet typical learning algorithms often require prior training to be effective. In this work, we …
yet typical learning algorithms often require prior training to be effective. In this work, we …
Colloidal dynamics in artificial particle ice systems
C Rodríguez Gallo - 2024 - diposit.ub.edu
Geometric frustration is a general phenomenon influencing the behavior of diverse natural
systems across different length scales. Geometric frustration arises when the symmetry of …
systems across different length scales. Geometric frustration arises when the symmetry of …
[PDF][PDF] Phase classification by tensorial kernel support vector machine
N Sadoune - 2024 - edoc.ub.uni-muenchen.de
The determination of the ground state phase diagram of strongly interacting many-body
system is an inherently hard problem. With exception of few models, analytical as well as …
system is an inherently hard problem. With exception of few models, analytical as well as …
Spin liquids on the centred pyrochlore lattice
RP Nutakki - 2023 - edoc.ub.uni-muenchen.de
The study of both classical and quantum spin models on geometrically frustrated lattices has
proven fertile ground for the theoretical discovery of states of matter beyond Landau's …
proven fertile ground for the theoretical discovery of states of matter beyond Landau's …