2.5k citations · 3.7k across the 10 of their papers we have counts for
10 papers
Variational Monte Carlo simulation with tensor networks of a pure gauge theory in (2+1)d
Patrick Emonts, Mari Carmen Bañuls, J. Ignacio Cirac +1
Variational minimization of tensor network states enables the exploration of low energy states of lattice gauge theories. However, the exact numerical evaluation of high-dimensiona…
Geometry of variational methods: dynamics of closed quantum systems
Lucas Hackl, Tommaso Guaita, Tao Shi +3
We present a systematic geometric framework to study closed quantum systems based on suitably chosen variational families. For the purpose of (A) real time evolution, (B) excitatio…
Machine learning and the physical sciences
Giuseppe Carleo, Ignacio Cirac, Kyle Cranmer +5
Machine learning encompasses a broad range of algorithms and modeling tools used for a vast array of data processing tasks, which has entered most scientific disciplines in recent…
Efficient quantum computation in a network with probabilistic gates and logical encoding
Johannes Borregaard, Anders S. Sørensen, Ignacio Cirac +1
A new approach to efficient quantum computation with probabilistic gates is proposed and analyzed in both a local and non-local setting. It combines heralded gates previously studi…
An order parameter for symmetry-protected phases in one dimension
Jutho Haegeman, David Perez-Garcia, Ignacio Cirac +1
We introduce an order parameter for symmetry-protected phases in one dimension which allows to directly identify those phases. The order parameter consists of string-like operators…
Ion crystal transducer for strong coupling between single ions and single photons
L. Lamata, D. R. Leibrandt, I. L. Chuang +4
A new approach for realization of a quantum interface between single photons and single ions in an ion crystal is proposed and analyzed. In our approach the coupling between a sing…