build: bump compats of SciMLBase, Integrals and remove IntegralsCubature

Project.toml

@@ -9,6 +9,7 @@ AdvancedHMC = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
 ArrayInterface = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66"
+Cubature = "667455a9-e2ce-5579-9412-b964f529a492"
 DiffEqBase = "2b5f629d-d688-5b77-993f-72d75c75574e"
 DiffEqNoiseProcess = "77a26b50-5914-5dd7-bc55-306e6241c503"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
@@ -18,7 +19,6 @@ Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
 ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
 Functors = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
 Integrals = "de52edbc-65ea-441a-8357-d3a637375a31"
-IntegralsCubature = "c31f79ba-6e32-46d4-a52f-182a8ac42a54"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 LogDensityProblems = "6fdf6af0-433a-55f7-b3ed-c6c6e0b8df7c"
 Lux = "b2108857-7c20-44ae-9111-449ecde12c47"
@@ -45,6 +45,7 @@ Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 Adapt = "3, 4"
 AdvancedHMC = "0.5"
 ArrayInterface = "6, 7"
+Cubature = "1.5"
 CUDA = "4"
 ChainRulesCore = "1"
 ComponentArrays = "0.13.2, 0.14, 0.15"
@@ -56,8 +57,7 @@ DomainSets = "0.6"
 Flux = "0.13, 0.14"
 ForwardDiff = "0.10"
 Functors = "0.4"
-Integrals = "3.1"
-IntegralsCubature = "=0.2.2"
+Integrals = "4"
 LogDensityProblems = "2"
 Lux = "0.4, 0.5"
 MCMCChains = "6"
@@ -70,7 +70,7 @@ QuasiMonteCarlo = "0.3.2"
 RecursiveArrayTools = "2.31"
 Reexport = "1.0"
 RuntimeGeneratedFunctions = "0.5"
-SciMLBase = "1.91, 2"
+SciMLBase = "2"
 Statistics = "1"
 StochasticDiffEq = "6.13"
 SymbolicUtils = "1"

docs/Project.toml

@@ -1,11 +1,11 @@
 [deps]
+Cubature = "667455a9-e2ce-5579-9412-b964f529a492"
 DiffEqBase = "2b5f629d-d688-5b77-993f-72d75c75574e"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 DomainSets = "5b8099bc-c8ec-5219-889f-1d9e522a28bf"
 Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
 Integrals = "de52edbc-65ea-441a-8357-d3a637375a31"
-IntegralsCubature = "c31f79ba-6e32-46d4-a52f-182a8ac42a54"
 Lux = "b2108857-7c20-44ae-9111-449ecde12c47"
 ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78"
 NeuralPDE = "315f7962-48a3-4962-8226-d0f33b1235f0"
@@ -20,12 +20,12 @@ Roots = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
 SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
 
 [compat]
+Cubature = "1.5"
 DiffEqBase = "6.106"
 Documenter = "1"
 DomainSets = "0.6"
 Flux = "0.13, 0.14"
 Integrals = "3.3"
-IntegralsCubature = "=0.2.2"
 Lux = "0.4, 0.5"
 ModelingToolkit = "8.33"
 NeuralPDE = "5.3"
@@ -35,6 +35,6 @@ OptimizationOptimisers = "0.1"
 OptimizationPolyalgorithms = "0.1"
 OrdinaryDiffEq = "6.31"
 Plots = "1.36"
-QuasiMonteCarlo = "0.2"
+QuasiMonteCarlo = "0.3"
 Roots = "2.0"
 SpecialFunctions = "2.1"

src/NeuralPDE.jl

@@ -11,7 +11,7 @@ using Reexport, Statistics
 using Zygote, ForwardDiff, Random, Distributions
 using Adapt, DiffEqNoiseProcess, StochasticDiffEq
 using Optimization
-using Integrals, IntegralsCubature
+using Integrals, Cubature
 using QuasiMonteCarlo
 using RuntimeGeneratedFunctions
 using SciMLBase

test/NNPDE_tests.jl

@@ -1,6 +1,6 @@
 using Flux, NeuralPDE, Test
 using Optimization, OptimizationOptimJL, OptimizationOptimisers
-using Integrals, IntegralsCubature
+using Integrals, Cubature
 using QuasiMonteCarlo
 import ModelingToolkit: Interval, infimum, supremum
 using DomainSets

test/additional_loss_tests.jl

@@ -3,7 +3,7 @@ using Optimization, OptimizationOptimJL, OptimizationOptimisers
 using QuasiMonteCarlo, Random
 import ModelingToolkit: Interval, infimum, supremum
 using DomainSets
-using Integrals, IntegralsCubature
+using Integrals, Cubature
 using OrdinaryDiffEq, ComponentArrays
 import Lux
 using ComponentArrays