We propose a general formulation of the renormalization group (RG) as a family of quantum channels which connect the microscopic physical world to the observable world at some scale. By endowing the set of quantum states with an operationally motivated information geometry, we induce the space of Hamiltonians with a corresponding metric geometry. The resulting structure allows one to quantify information loss along RG flows in terms of the distinguishability of thermal states. In particular, we introduce a family of functions, expressible in terms of two-point correlation functions, which are nonincreasing along the flow. Among those, we study the speed of the flow and its generalization to infinite lattices
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
We study boundary renormalization group flows between boundary conformal field theories in 1 + 1 dim...
We propose a general formulation of the renormalization group (RG) as a family of quantum channels w...
In physics, one attempts to infer the rules governing a system given only the results of imperfect m...
The renormalization group is a tool that allows one to obtain a reduced description of systems with ...
The main part of this thesis is on the renormalization group (RG). We will explore the results of th...
In physics, one attempts to infer the rules governing a system given only the results of imperfect m...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
A block spin renormalization group approach is proposed for the dynamical triangulation formulation ...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
Recently, a novel real-space renormalization group (RG) algorithm was introduced. By maximizing an i...
A block spin renormalization group approach is proposed for the dynamical triangulation formulation ...
Recently, a novel real-space renormalization group (RG) algorithm was introduced. By maximizing an i...
A block spin renormalization group approach is proposed for the dynamical triangulation formulation ...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
We study boundary renormalization group flows between boundary conformal field theories in 1 + 1 dim...
We propose a general formulation of the renormalization group (RG) as a family of quantum channels w...
In physics, one attempts to infer the rules governing a system given only the results of imperfect m...
The renormalization group is a tool that allows one to obtain a reduced description of systems with ...
The main part of this thesis is on the renormalization group (RG). We will explore the results of th...
In physics, one attempts to infer the rules governing a system given only the results of imperfect m...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
A block spin renormalization group approach is proposed for the dynamical triangulation formulation ...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
Recently, a novel real-space renormalization group (RG) algorithm was introduced. By maximizing an i...
A block spin renormalization group approach is proposed for the dynamical triangulation formulation ...
Recently, a novel real-space renormalization group (RG) algorithm was introduced. By maximizing an i...
A block spin renormalization group approach is proposed for the dynamical triangulation formulation ...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
We investigate the analogy between the renormalization group (RG) and deep neural networks, wherein ...
We study boundary renormalization group flows between boundary conformal field theories in 1 + 1 dim...