diff --git a/Project.toml b/Project.toml
index 5df2370..3259e66 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "TensorAlgebra"
 uuid = "68bd88dc-f39d-4e12-b2ca-f046b68fcc6a"
 authors = ["ITensor developers <support@itensor.org> and contributors"]
-version = "0.1.0"
+version = "0.1.1"
 
 [deps]
 ArrayLayouts = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
@@ -9,6 +9,7 @@ BlockArrays = "8e7c35d0-a365-5155-bbbb-fb81a777f24e"
 EllipsisNotation = "da5c29d0-fa7d-589e-88eb-ea29b0a81949"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 TupleTools = "9d95972d-f1c8-5527-a6e0-b4b365fa01f6"
+TypeParameterAccessors = "7e5a90cf-f82e-492e-a09b-e3e26432c138"
 
 [weakdeps]
 GradedUnitRanges = "e2de450a-8a67-46c7-b59c-01d5a3d041c5"
@@ -23,4 +24,5 @@ EllipsisNotation = "1.8.0"
 GradedUnitRanges = "0.1.0"
 LinearAlgebra = "1.10"
 TupleTools = "1.6.0"
+TypeParameterAccessors = "0.2.1"
 julia = "1.10"
diff --git a/src/TensorAlgebra.jl b/src/TensorAlgebra.jl
index 05358a4..9035f0b 100644
--- a/src/TensorAlgebra.jl
+++ b/src/TensorAlgebra.jl
@@ -1,6 +1,7 @@
 module TensorAlgebra
 include("blockedpermutation.jl")
 include("BaseExtensions/BaseExtensions.jl")
+include("blockedtuple.jl")
 include("fusedims.jl")
 include("splitdims.jl")
 include("contract/contract.jl")
diff --git a/src/blockedtuple.jl b/src/blockedtuple.jl
new file mode 100644
index 0000000..966c76c
--- /dev/null
+++ b/src/blockedtuple.jl
@@ -0,0 +1,107 @@
+# This file defines BlockedTuple, a Tuple of heterogeneous Tuple with a BlockArrays.jl
+# like interface
+
+using BlockArrays: Block, BlockArrays, BlockIndexRange, BlockRange, blockedrange
+
+using TypeParameterAccessors: unspecify_type_parameters
+
+#
+# ==================================  AbstractBlockTuple  ==================================
+#
+abstract type AbstractBlockTuple end
+
+# Base interface
+Base.axes(bt::AbstractBlockTuple) = (blockedrange([blocklengths(bt)...]),)
+
+Base.deepcopy(bt::AbstractBlockTuple) = deepcopy.(bt)
+
+Base.firstindex(::AbstractBlockTuple) = 1
+
+Base.getindex(bt::AbstractBlockTuple, i::Integer) = Tuple(bt)[i]
+Base.getindex(bt::AbstractBlockTuple, r::AbstractUnitRange) = Tuple(bt)[r]
+Base.getindex(bt::AbstractBlockTuple, b::Block{1}) = blocks(bt)[Int(b)]
+function Base.getindex(bt::AbstractBlockTuple, br::BlockRange{1})
+  r = Int.(br)
+  T = unspecify_type_parameters(typeof(bt))
+  flat = Tuple(bt)[blockfirsts(bt)[first(r)]:blocklasts(bt)[last(r)]]
+  return T{blocklengths(bt)[r]}(flat)
+end
+function Base.getindex(bt::AbstractBlockTuple, bi::BlockIndexRange{1})
+  return bt[Block(bi)][only(bi.indices)]
+end
+
+Base.iterate(bt::AbstractBlockTuple) = iterate(Tuple(bt))
+Base.iterate(bt::AbstractBlockTuple, i::Int) = iterate(Tuple(bt), i)
+
+Base.length(bt::AbstractBlockTuple) = length(Tuple(bt))
+
+Base.lastindex(bt::AbstractBlockTuple) = length(bt)
+
+function Base.map(f, bt::AbstractBlockTuple)
+  return unspecify_type_parameters(typeof(bt)){blocklengths(bt)}(map(f, Tuple(bt)))
+end
+
+# Broadcast interface
+Base.broadcastable(bt::AbstractBlockTuple) = bt
+struct AbstractBlockTupleBroadcastStyle{BlockLengths,BT} <: Broadcast.BroadcastStyle end
+function Base.BroadcastStyle(T::Type{<:AbstractBlockTuple})
+  return AbstractBlockTupleBroadcastStyle{blocklengths(T),unspecify_type_parameters(T)}()
+end
+
+# BroadcastStyle is not called for two identical styles
+function Base.BroadcastStyle(
+  ::AbstractBlockTupleBroadcastStyle, ::AbstractBlockTupleBroadcastStyle
+)
+  throw(DimensionMismatch("Incompatible blocks"))
+end
+function Base.copy(
+  bc::Broadcast.Broadcasted{AbstractBlockTupleBroadcastStyle{BlockLengths,BT}}
+) where {BlockLengths,BT}
+  return BT{BlockLengths}(bc.f.((Tuple.(bc.args))...))
+end
+
+# BlockArrays interface
+function BlockArrays.blockfirsts(bt::AbstractBlockTuple)
+  return (0, cumsum(Base.front(blocklengths(bt)))...) .+ 1
+end
+
+function BlockArrays.blocklasts(bt::AbstractBlockTuple)
+  return cumsum(blocklengths(bt)[begin:end])
+end
+
+BlockArrays.blocklength(bt::AbstractBlockTuple) = length(blocklengths(bt))
+
+BlockArrays.blocklengths(bt::AbstractBlockTuple) = blocklengths(typeof(bt))
+
+function BlockArrays.blocks(bt::AbstractBlockTuple)
+  bf = blockfirsts(bt)
+  bl = blocklasts(bt)
+  return ntuple(i -> Tuple(bt)[bf[i]:bl[i]], blocklength(bt))
+end
+
+#
+# =====================================  BlockedTuple  =====================================
+#
+struct BlockedTuple{BlockLengths,Flat} <: AbstractBlockTuple
+  flat::Flat
+
+  function BlockedTuple{BlockLengths}(flat::Tuple) where {BlockLengths}
+    length(flat) != sum(BlockLengths) && throw(DimensionMismatch("Invalid total length"))
+    return new{BlockLengths,typeof(flat)}(flat)
+  end
+end
+
+# TensorAlgebra Interface
+tuplemortar(tt::Tuple{Vararg{Tuple}}) = BlockedTuple{length.(tt)}(flatten_tuples(tt))
+function BlockedTuple(flat::Tuple, BlockLengths::Tuple{Vararg{Int}})
+  return BlockedTuple{BlockLengths}(flat)
+end
+BlockedTuple(bt::AbstractBlockTuple) = BlockedTuple{blocklengths(bt)}(Tuple(bt))
+
+# Base interface
+Base.Tuple(bt::BlockedTuple) = bt.flat
+
+# BlockArrays interface
+function BlockArrays.blocklengths(::Type{<:BlockedTuple{BlockLengths}}) where {BlockLengths}
+  return BlockLengths
+end
diff --git a/test/Project.toml b/test/Project.toml
index 487e9ee..fe35b0f 100644
--- a/test/Project.toml
+++ b/test/Project.toml
@@ -1,4 +1,5 @@
 [deps]
+Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
 BlockArrays = "8e7c35d0-a365-5155-bbbb-fb81a777f24e"
 Combinatorics = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
 EllipsisNotation = "da5c29d0-fa7d-589e-88eb-ea29b0a81949"
@@ -8,16 +9,16 @@ LabelledNumbers = "f856a3a6-4152-4ec4-b2a7-02c1a55d7993"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 NDTensors = "23ae76d9-e61a-49c4-8f12-3f1a16adf9cf"
 Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-TensorAlgebra = "68bd88dc-f39d-4e12-b2ca-f046b68fcc6a"
-TensorOperations = "6aa20fa7-93e2-5fca-9bc0-fbd0db3c71a2"
-Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
 SafeTestsets = "1bc83da4-3b8d-516f-aca4-4fe02f6d838f"
 Suppressor = "fd094767-a336-5f1f-9728-57cf17d0bbfb"
+TensorAlgebra = "68bd88dc-f39d-4e12-b2ca-f046b68fcc6a"
+TensorOperations = "6aa20fa7-93e2-5fca-9bc0-fbd0db3c71a2"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+TestExtras = "5ed8adda-3752-4e41-b88a-e8b09835ee3a"
 
 [compat]
-TensorOperations = "4.1.1"
 Aqua = "0.8.9"
 SafeTestsets = "0.1"
 Suppressor = "0.2"
+TensorOperations = "5.1.3"
 Test = "1.10"
diff --git a/test/test_blockedtuple.jl b/test/test_blockedtuple.jl
new file mode 100644
index 0000000..fd599ce
--- /dev/null
+++ b/test/test_blockedtuple.jl
@@ -0,0 +1,55 @@
+using Test: @test, @test_throws
+
+using BlockArrays: Block, blocklength, blocklengths, blockedrange, blockisequal, blocks
+using TestExtras: @constinferred
+
+using TensorAlgebra: BlockedTuple, tuplemortar
+
+@testset "BlockedTuple" begin
+  flat = (true, 'a', 2, "b", 3.0)
+  divs = (1, 2, 2)
+
+  bt = BlockedTuple{divs}(flat)
+
+  @test (@constinferred Tuple(bt)) == flat
+  @test bt == tuplemortar(((true,), ('a', 2), ("b", 3.0)))
+  @test bt == BlockedTuple(flat, divs)
+  @test BlockedTuple(bt) == bt
+  @test blocklength(bt) == 3
+  @test blocklengths(bt) == (1, 2, 2)
+  @test (@constinferred blocks(bt)) == ((true,), ('a', 2), ("b", 3.0))
+
+  @test (@constinferred bt[1]) == true
+  @test (@constinferred bt[2]) == 'a'
+
+  # it is hard to make bt[Block(1)] type stable as compile-time knowledge of 1 is lost in Block
+  @test bt[Block(1)] == blocks(bt)[1]
+  @test bt[Block(2)] == blocks(bt)[2]
+  @test bt[Block(1):Block(2)] == tuplemortar(((true,), ('a', 2)))
+  @test bt[Block(2)[1:2]] == ('a', 2)
+  @test bt[2:4] == ('a', 2, "b")
+
+  @test firstindex(bt) == 1
+  @test lastindex(bt) == 5
+  @test length(bt) == 5
+
+  @test iterate(bt) == (1, 2)
+  @test iterate(bt, 2) == ('a', 3)
+  @test blockisequal(only(axes(bt)), blockedrange([1, 2, 2]))
+
+  @test_throws DimensionMismatch BlockedTuple{(1, 2, 3)}(flat)
+
+  bt = tuplemortar(((1,), (4, 2), (5, 3)))
+  @test Tuple(bt) == (1, 4, 2, 5, 3)
+  @test blocklengths(bt) == (1, 2, 2)
+  @test deepcopy(bt) == bt
+
+  @test (@constinferred map(n -> n + 1, bt)) ==
+    BlockedTuple{blocklengths(bt)}(Tuple(bt) .+ 1)
+  @test bt .+ tuplemortar(((1,), (1, 1), (1, 1))) ==
+    BlockedTuple{blocklengths(bt)}(Tuple(bt) .+ 1)
+  @test_throws DimensionMismatch bt .+ tuplemortar(((1, 1), (1, 1), (1,)))
+
+  bt = tuplemortar(((1:2, 1:2), (1:3,)))
+  @test length.(bt) == tuplemortar(((2, 2), (3,)))
+end