Imaginary Time Proxy

 mutable struct ImagTimeProxyGraph{L}
      Ops::Vector{Vector{NTuple{2,AbstractLocalOperator}}} # Ops[si][idx]
      Refs::Dict{String,Dict}
      graph::MetaDiGraph{Int64,Float64}
 end

The concrete type for storing the imaginary time proxy (ITP) to be calculated with a graph structure.

Fields

 Ops::Vector{Vector{NTuple{2,AbstractLocalOperator}}}

Store the operators in a sparse way. Ops[si][idx] stores the idx-th operator on site si.

 Refs::Dict{String,Dict}

Store the references of the values to be calculated. Refs[ITPname][si] stores the reference to the value of ITPname with the site indices si.

 graph::MetaDiGraph{Int64,Float64}

The graph with the ITP information binding to its vertices and edges, provided by MetaGraphs.jl[https://github.com/JuliaGraphs/MetaGraphs.jl].

Constructors

 ImagTimeProxyGraph(L::Int64) -> ::ImagTimeProxyGraph{L}

The only constructor for ImagTimeProxyGraph, which creates an empty graph with L sites. The ITP terms can be added to it by methods like addITP2! or addITP4! later.

merge!(Tree::InteractionTree) -> Tree::InteractionTree

Merge interactions with same left or right environment tensor. Symmetrical merging from boundary to bulk is used here, which works well for most cases.

merge!(Tree::ObservableTree) -> Tree::ObservableTree

Merge observables in Tree that share the same parent node to reduce the computation cost of environment tensors. The behavior is similar to merge! for InteractionTree, but some detailed logic is different.

 merge!(G::ImagTimeProxyGraph;
      verbose::Int64=0,
      half::Bool=false) -> nothing

Search and merge some repeated vertices in the ITP graph G.

Kwargs

 verbose::Int64 = 0

Display the merging process if verbose > 0.

 half::Bool = false

Only execute the left(right) merging for the left(right) half sites if half = true.

 addITP2!(G::ImagTimeProxyGraph,
      Op::NTuple{2,AbstractTensorMap},
      si::NTuple{2,Int64},
      Opname::NTuple{2,Union{Symbol,String}},
      ValueType::Type{<:Number}=Number;
      ITPname::Union{Symbol,String}=prod(string.(Opname)),
      Z::Union{Nothing,AbstractTensorMap}=nothing,
      merge::Bool=true
 ) -> nothing

Add a two-site term A(β/2)B to the ITP graph. If Z is given, assume each operator is fermionic.

 addITP4!(G::ImagTimeProxyGraph,
      Op::NTuple{4,AbstractTensorMap},
      si::NTuple{4,Int64},
      Opname::NTuple{4,Union{Symbol,String}},
      ValueType::Type{<:Number}=Number;
      ITPname::Union{Symbol,String}=prod(string.(Opname)),
      Z::Union{Nothing,AbstractTensorMap}=nothing,
      merge::Bool=true
 ) -> nothing

Add a 4-site term A(β/2)B(β/2)CD) to the ITP graph. If Z is given, assume each operator is fermionic.

 calITP!(G::ImagTimeProxyGraph, ρ::MPO; kwargs...) -> ::TimerOutput

Calculate the values of ITP stroed in graph G and assign the results to G.Refs. Return the TimerOutput object which collects the time cost.

Kwargs

 serial::Bool = false

Force to compute in serial mode, usually used for debugging.

 GCspacing::Int64 = 100

The spacing of manual garbage collection.

 verbose::Int64 = 0

Display the timer outputs during the calculation if verbose > 0.

 showtimes::Int64 = 100

The number of times to show the timer outputs.

 ntasks::Int64 = get_num_threads_julia() - 1

The number of tasks to be used in multi-threading mode.

 disk::Bool = false

Store the environment tensors in disk if true.

 maxdegree::Int64 = 4

This argument is only used if disk=true. The environment tensor in a vectex will be stored in disk only if its degree < maxdegree, otherwise it will be left in memory to avoid frequent disk I/O.

convert(T::Type, Tree::ObservableTree; kwargs...)

Collect the observables from the tree and store them in a dictionary or a named tuple. Current valid types are Dict and NamedTuple.

convert(T::Type, G::ImagTimeProxyGraph; kwargs...)

Collect the observables from the graph G and store them in a dictionary or a named tuple. Current valid types are Dict and NamedTuple.