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Updated README.md and added source files
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Diff for: AQSNN/Project.toml

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name = "AQSNN"
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uuid = "04a6dca2-ea99-4369-b3ea-692898b17301"
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authors = ["Alexandre Magueresse <alexandre.magueresse@monash.edu>"]
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version = "0.1.0"
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[deps]
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AutoGrad = "6710c13c-97f1-543f-91c5-74e8f7d95b35"
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BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
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Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
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FastGaussQuadrature = "442a2c76-b920-505d-bb47-c5924d526838"
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FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
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Formatting = "59287772-0a20-5a39-b81b-1366585eb4c0"
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IterTools = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
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IterativeSolvers = "42fd0dbc-a981-5370-80f2-aaf504508153"
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Knet = "1902f260-5fb4-5aff-8c31-6271790ab950"
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LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
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LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
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Optim = "429524aa-4258-5aef-a3af-852621145aeb"
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PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a"
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Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
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ReadVTK = "dc215faf-f008-4882-a9f7-a79a826fadc3"
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SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
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StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
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Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
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Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"

Diff for: AQSNN/data/meshes/rhombi.geo

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//+
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Point(1) = {-1.0, +0.0, 0, 1.0};
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Point(2) = {-0.5, +1.0, 0, 1.0};
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Point(3) = {+0.0, +0.5, 0, 1.0};
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Point(4) = {+0.5, +1.0, 0, 1.0};
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Point(5) = {+1.0, +0.0, 0, 1.0};
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Point(6) = {+0.5, -1.0, 0, 1.0};
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Point(7) = {+0.0, -0.5, 0, 1.0};
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Point(8) = {-0.5, -1.0, 0, 1.0};
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//+
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Line(1) = {1, 2};
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//+
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Line(2) = {2, 3};
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//+
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Line(3) = {3, 4};
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//+
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Line(4) = {4, 5};
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//+
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Line(5) = {5, 6};
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//+
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Line(6) = {6, 7};
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//+
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Line(7) = {7, 8};
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//+
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Line(8) = {8, 1};
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//+
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Curve Loop(1) = {1, 2, 3, 4, 5, 6, 7, 8};
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//+
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Plane Surface(1) = {1};
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//+
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// Physical Point("boundary") = {1, 2, 3, 4, 5, 6, 7, 8};
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//+
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// Physical Curve("boundary") = {1, 2, 3, 4, 5, 6, 7, 8};

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