CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id caadria2016_187
authors Cruz, Camilo; Justyna Karakiewicz and Michael Kirley
year 2016
title Towards the implementation of a composite Cellular Automata model for the exploration of design space
source Living Systems and Micro-Utopias: Towards Continuous Designing, Proceedings of the 21st International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2016) / Melbourne 30 March–2 April 2016, pp. 187-196
summary In this paper, we introduce a novel composite Cellular Au- tomata (CA) model to explore the space of design for human envi- ronments. Consisting of multiple, regularly spaced, interleaved 1D CA, our model provides a mechanism to evolve flexible spatial units, where the ‘cells’ are not defined as programmatic elements but as ‘form-making’ elements. The efficacy of this approach is evaluated via a standard methodology, typically used in the study of complex adaptive systems. We systematically examine the dynamics of a series of instances of the composite CA by varying initial conditions and transition rules. A measure of entropy is used to validate emergent patterns. Subsequently, we investigate whether the composite CA is capable of generating aggregate spatial units to match specific spatial configurations, using a well-known example as a benchmark. This phase allows us to bring an understanding of the results into the con- text of architectural design.
keywords Cellular automata; generative design; design space
series CAADRIA
email ccruz@student.unimelb.edu.au
full text file.pdf (1,795,259 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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acadia17_670hh, 8a33, bba1, 2ec3, ecaade2014_052c13, 85c1, 3bcd, 27c0, 6578, cd53, sigradi2014_128z9, 9028, 29b5, 0128, 61c9, f26f, 37bc, ecaade2016_118h32, acadia14_681au, sigradi2014_345y8, acadia14projects_247g, 692f, 9ec5, ecaade2013r_013b8, ea20, 32bd, a195, 7bfb, 00b6, b0da, 0b38, ecaade2013r_018l9, fc8c, sigradi2013_429l, aba2, 14d2, ecaade2017_124z, caadria2015_010t1, 018c, caadria2017_004j2, 65fa, 61ce, ecaade2017_256z, ecaade2017_056vv, f826, 355a, 90d6, sigradi2013_411, b58b, e075, b156, 424f, 44af, 3456, 021a, 65d8, caadria2016_589a25, 28d3, sigradi2016_647rr, ea65, 52b4, ced2, 7a58, b6a1, 23f6, sigradi2015_10.7k18, 73fc, 2503, 9130, sigradi2015_8.27p10, 74a8, 66d6, ecaade2017_056c, 76ec, acadia16_54s3, 9c1a, ijac201513201d6, b80f, acadia17_284f, 198c, 0df1, caadria2015_081u11, c793, f4bb, 3c8e, 3cad, a3e1, a36c, 1514, 10ec, 7fa7, ecaade2014_206k53, 2f42, e549, 20cd, 8db6, ecaade2014_023x6, a50d, 0c78, ecaade2014_121p27, acadia14_375ay, 0cbf, 55bb, 6b34, 792e, 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acadia14projects_111m, ijac201614308r5, cd76, c758, ec1f, 162d, 385c, ae02, sigradi2016_814yy, e956, ijac201513104m3, 8245, acadia17_339nn, 66c6, 0489, 7b9a, 5306, dc76, ijac201614308l5, 118e, af5d, d55c, 4407, 6415, e452, 2eff, 313e, 6273, ecaade2016_243b65, 74a9, 053f, d1ba, 96be, ecaade2017_152ii, 10e5, 14d6, acadia14_473ah, acadia14projects_487g, 443b, 44a5, c603, c4a5, acadia14projects_479ax, ce1a, 7fa5, ijac201412401f4, 6ce6, caadria2016_167j7, ijac201614204b10, acadia17_630j, 88e0, ecaade2014_149y34, 657a, 7394, d493, 687a, b5a1, 64fa, d844, 0f83, 30c9, 0940, ecaade2015_222f49, 69e4, 2b0e, acadia17_446q, 10ff, acadia16_12o1, 000e, cc74, dad2, 8ac3, 6bb3, e705, sigradi2015_10.307e21, a455, 723f, 1965, ijac201715203ww, 3fa7, acadia17_59l, d149, 2f14, acadia15_95j3, 5e15, 8ebf, 7707, ecaade2014_214s54, 1917, ecaade2016_113x30, 016a, 826e, 8a95, 4dfa, 8649, acadia16_116p8, 6483, acadia14_435ai, bf9b, a7c0, 7534, 704f, ecaade2017_302rr, b0f7, 694f, 199e, 0f1d, 881f, 7e97, 364d, 58ff, 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caadria2017_005l3, 4cd0, 3013, 652f, 4bf3, 94ff, 0cfc, 8c73, 0d19, 5699, 8a9b, sigradi2014_151d3, 87bc, c32d, 0b33, ecaade2014_070h16, ce7d, ffa5, ce08, e6e9, fae3, acadia14_579i, c9aa, 6f86, 6ca7, 2901, sigradi2015_6.42v7, b57c, b8ca, acadia14_565z, ijac201513203x6, bdbf, 12d2, b657, 1e4b, 00cb, 76ae, 52d0, b40f, c6c6, 25d1, b67f, f853, a893, 9cce, 843b, 8469, 3bc8, f9fd, 4d64, ecaade2014_149h34, 4abf, 0ede, 37db, 320e, fe12, 5dbc, 7577, 828b, sigradi2016_686xx, 2148, 11a3, ecaade2015_278r60, 031c, ecaade2017_210s, ff26, b80e, 269a, e1a7, bd91, 5c7c, ecaade2015_314d68, ecaade2017_215n, e873, 0ac7, fd05, caadria2017_113y29, ecaade2016_078i23, 26f7, 862e, 6b5e, fddb, 15a2, eb05, ijac201412301n5, 4b71, 6f65, fe3b, 5924, 5622, caadria2015_108n16, f8d6, e072, ijac201412405u8, caadria2016_651h28, ecaade2015_317f69, 6640, df93, ascaad2016_052j21, b98b, 2ec7, 8fb0, 5943, ijac201513205h8, b89f, baee, ecaade2016_222c58, c87b, 2eb3, d427, 0877, a130, 0d6d, 8829, 410e, fa95, ecaade2016_026u7, 472b, 732f, 3d02, acadia15_381p16, 2ac2, 0ef6, 16b9, 4647, ff46, ecaade2016_164o46, 4023, 2fc1, b1db, 3241, e7b1, 88bf, acadia17_474p, c31c, 5ef3, 4edb, ijac201412205t3, dc63, 8848, 95da, b406, a105, caadria2017_031k11, 068c, 5c1a, 6e4c, ijac201614208u12, 8b85, ascaad2016_018h7, sigradi2015_10.378f23, 798d, 6200, 2cb2, ascaad2014_024d6, 70a1, ecaade2017_194q, caadria2017_021c8, d14c, 77e4, 5e3f, dde0, caadria2017_016x6, efaf, 2c28, 6982, 7b1c, 3dcb, f535, acadia17_500hh, 8f3f, 61d2, 030f, 118d, ecaade2016_021p5, 5fc5, 75da, 128f, 4977, ef15, 6855, ecaade2016_238v63, 7643, ascaad2014_001f1, 3b99, 9673, 2f1f, 5312, b3d8, f379, ecaade2017_230vv, ecaade2017_026rr, ecaade2014_015p3, d1c9, 838c, fd18, 0be2, acadia17_273cc, 79fa, 5c4a, e1c2, 5224, 36c6, 450b, 760b, 4909, ecaade2015_161f34, acadia14_291aw, 850e, ecaade2015_138t28, 7adc, 5911, 7b31, ecaade2014_239n61, 0509, f44c, 102a, eedf, 5e7a, caadria2017_190l45, ecaade2017_073m, 67b1, 0c25, 4c1a, 6cf2, cbb9, b9e5, sigradi2016_568nn, 445c, d55e, acadia14projects_75ay, c655, 3e01, caadria2015_073s10, acadia17_18m, ecaade2016_072g20, 0885, 6fca, 51d2, c1d2, cd4c, 8ad2, ce92, acadia17_658d, 1bba, 69f4, 72cc, 2d29, sigradi2015_7.203k10, 146e, 1613, 80db, a39a, 2587, bf6a, 12f7, 7b86, ceb0, acadia16_224c15, 68b5, a1f3, d69f, 7bfe, 6de4, acadia14_681at, 6980, 71c9, fa8b, 90fa, ecaade2016_154z42, ijac201614208f14, 9c1b, 1155, 88df, 330a, cb7e, ecaade2016_147u40, a6e2, 33a3, acadia14projects_619au, c637, ecaade2015_138l28, 6d81, 14d1, ac41, sigradi2016_484h, c9f8, ad23, ce64, 01d9, df26, 5246, 752d, 4bba, e42f, 4ff9, ijac201412304v1, 073c, ecaade2016_130b37, da0f, 5f0f, acadia17_374dd, ecaade2014_202r52, ijac201412405o8, 8ea8, d8b3, ccb0, 17f4, 5678, ecaade2016_006o1, acadia17_511ww, a514, 66bc, d37e, 6afa, 712f, f106, ecaade2016_074o21, caadria2016_425e18, ijac201614202b8, 18c3, f2ce, acadia17_190yy, 6132, f4ad, e05b, d9c9, 5702, ijac201715102w, cf29, ecaade2017_042aa, 81b5, b595, sigradi2015_8.81r11, b73f, 4755, e121, ascaad2016_025n10, sigradi2014_097l8, faa8, sigradi2013_101k, 7f01, sigradi2016_732b, 8000, 726f, 9166, acadia17_221aa, acadia17_660z, ecaade2016_223w58, ascaad2016_057o22, ijac201614102p1, ecaade2015_180f39, ecaade2016_191i51, 7144, ecaade2015_206u45, b582, ecaade2016_161b44, ijac201513206r9, 35ed, 6cd1, f80e, c6fa, 9c8e, 72a0, 2914, d3d0, acadia14_565ai, b36a, ec72, acadia17_588nn, 6105, 58ec, 6d71, caadria2017_041n13, 382c, 2276, 17a3, 5698, 42e5, 1924, acadia17_248l, 5616, dd97, acadia17_274jj, a8a4, ec8e, 49b1, 887d, 0253, 3cca, f0f8, 3752, 3667, ed6b, 8c38, edf4, caadria2015_015f3, ecaade2016_067f17, 1ea9, 1144, efc8, acadia17_260v, 1af3, 9b21, 0480, ecaade2017_202m, 6fd1, ijac201513305l12, ecaade2014_009c1, e642, d523, acadia14projects_375m, ecaade2016_242l64, 84c0, efd8, fbc8, 064c, 4030, 5e4d, 0f1e, 89f1, 569a, aacc, ascaad2014_004k2, 435e, d9e3, acadia17_36z, a03b, 92bb, 7ea7, fcf1, sigradi2013_95r, beb0, ascaad2014_022g4, f6a0, cb2f, c8d8, cd1e, e197, 8aa9, 4737, d3b7, 8bfa, 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cfe6, acadia16_382w23, ascaad2016_045h19, 1d28, 8183, ee3c, c6d9, 0932, 4807, sigradi2015_4.219w6, 9594, dc43, 7e9e, 5c74, a8e3, 2297, 973f, caadria2016_013b2, 66f7, 5b3f, a85a, f6cf, 688b, e354, acadia17_628rr, d792, ecaade2017_085k, c91f, 99c9, 2856, cd97, b0c4, 2745, c12c, c64a, dc5a, 93cf, ascaad2014_014g7, 3fff, ec19, 6e68, acadia14_691av, 7ec6, 4ca2, b1e3, c026, sigradi2016_752uu, 499c, caadria2017_035u11, acadia17_520v, ecaade2017_006gg, 2c48, a51d, 499b, 63f8, 98cd, 57d4, 91eb, ebc8, c74d, 799c, 1412, 2eb2, 887f, 02e5, a2c1, 2d14, caadria2017_149e39, a4e9, 4a44, acadia17_201e, 9678, 9b52, e7fa, dabc, da13, 7550, a28f, a805, ebb2, 383c, ijac201614208b13, caadria2015_072m9, caadria2015_049w5, 6689, 6e7c, ecfa, 5d11, ee4c, sigradi2014_345i10, ecaade2015_180z38, 4e77, 289a, acadia15_483e21, d982, e180, 3015, 27e5, e6a6, 21c3, 9d35, e536, e416, ea78, fe0b, acadia15_251i10, 1552, 54b6, b2f0, c7f5, 74d6, 54f1, ce34, caadria2016_209x9, 33ff, 56dc, 3999, ecaade2014_149h35, caadria2015_164g25, d1a7, 0b55, c267, ecaade2016_230t61, 0e86, acadia14_497y, ed45, 57e7, bff6, 6154, ecaade2015_180v38, ecaade2014_072n18, 4b9f, ecaade2017_291w, 6e5a, d775, 0442, fa71, bc70, bae3, 7653, 96b9, ecaade2014_239x61, ijac201412204p3, c230, 0433, 1674, 1fd8, 1485, 4c42, c695, 8af2, a94d, acadia17_308oo, 6127, 0421, e332, ecaade2015_284y61, 77ca, fdcd, dcb9, 9947, 1993, fcea, 4b66, f9ef, f7eb, caadria2016_787f33, 9641, 59dc, d476, 6a6f, 03f9, 7c4a, e86c, ecaade2014_208c54, e5c0, ecaade2014_173d43, 0c3b, f45f, ecaade2014_218x55, 3fde, 912b, 0c3a, b333, ascaad2016_023c10, ed91, 6425, 67de, c7cd, ascaad2014_010t5, 850f, d5d2, 38dd, d6ef, c80a, acadia14_63at, ecaade2017_108s, 24c7, cbcf, f4b5, 3144, f762, 4eda, cacf, 764d, 0961, 4306, e88f, ecaade2014_055v13, e690, sigradi2016_560z, caadria2016_851z35, baaa, acadia17_178q, ecaade2017_053uu, acadia16_440g26, fea2, abd3, abea, caadria2017_046v14, ecaade2014_078p18, acadia14_347ap, 05f1, d40d, sigradi2015_4.52j6, f437, 8189, e30d, c0f1, 6b1e, 9b5d, 45f0, ecaade2013r_004r3, sigradi2015_11.196j26, a8f6, cc7a, ascaad2016_011h5, 658a, ed27, 8044, 09b8, c96b, f8ff, 08d7, 041a, ecaade2014_204z52, ecaade2015_170p35, ijac201614105i5, d8b8, 816a, 3094, 1551, 7db7, 0d55, acadia14projects_247i, acadia17_307dd, bd9f, ecaade2014_145h33, ecaade2016_191j51, ecaade2015_241a55, 0997, 1333, 743f, 05a2, a4ef, ecaade2014_080g19, fd51, caadria2017_145s38, 08a4, 3528, bffc, 3a9a, 1afe, da3d, sigradi2013_268i, b9c5, caadria2016_777z32, ecaade2017_061b, ecaade2015_217c48, 88a1, ecaade2016_075m22, d6a0, 9b7e, acadia16_116s8, e67e, ecaade2013r_002z1, 5403, acadia14_655ac, 1b2f, 2add, dade, ecaade2014_184k46, 38b0, 2b8a, ecaade2015_314f68, 0382, 0f48, ecaade2017_213f, ecaade2014_024c7, 694e, caadria2017_174m42, 7f1d, cddb, ef56, f028, ecaade2014_186c48, 7d6b, acadia14projects_75a, 3c9f, ecaade2017_133k, 4118, 2090, 84f0, 4de5, 55d8, ecaade2016_129g36, 856b, 0c22, ascaad2014_024s5, 7aa7, ecaade2014_111d25, 476d, 700d, 8100, 480e, eae4, f1f1, acadia17_322e, 92e5, 0910, 2d42, 7d37, d5ed, 9426, 6a2b, 75cd, 30a6, 7f3c, caadria2015_114o18, 30ee, a621, 2ab3, ede5, 3533, 0077, 00d7, dcec, 91de, 34bd, caadria2016_539b23, 2b35, 6b47, e954, 9065, 3b41, e9ac, 594d, 97c2, 3abc, acadia14projects_479x, 8561, 2562, sigradi2016_399b, 2c9b, 562b, c68b, 49ae, ijac201513206m9, 8be3, acadia17_414hh, f4f9, fad7, 15a5, 0db5, 29e0, be86, bd87, 20d8, b8d0, ascaad2014_017x9, 0cd7, 64e2, caadria2015_130l21, 1749, ecaade2015_118s23, 575a, e83c, eed9, 752e, d01f, 3de7, 89f2, ijac201412404b8, 3460, ecaade2015_228a51, ascaad2016_008d4, 62c7, cc8e, acadia17_648mm, b8aa, ecaade2015_17o2, 5ced, e7ac, 29b9, 40e0, c78d, cfcd, caadria2017_008c4, 8079, ecaade2017_046g, acadia14projects_153ap, acadia17_658yy, 0de8, ecaade2016_102c28, caadria2015_237m35, d0db, acadia17_266bb, 7a09, 342d, b0e2, 3cf9, 3750, f3db, d041, acadia17_266z, ecaade2014_100e23, 9129, acadia16_130n9, ijac201614309i6, caadria2017_058o20, a8df, 0628, sigradi2014_032j2, 9a0c, 88ed, acadia17_562ff, b929, cd01, 1f90, fea0, a5b3, f4a9, dbe2, a19b, acadia14projects_339ao, 36be, 3634, sigradi2016_595dd, 119e, f415, 50d6, acadia14_565ad, 68e7, ijac201513201n5, f770, 59b7, 5a4c, caadria2017_009o4, 06fb, c8af, f1ad, 198a, 4eb8, 611d, 6d06, 8ca1, 659c, 0cf5, 54dc, ecaade2014_014z2, 0cde, 128b, 7f65, ijac201412205k4, 9020, b742, caadria2017_190t45, 87f4, 4b5b, 5499, dce8, db9f, af34, a6b0, 4db6, acadia14_479ay, 013e, 92c5, 1009, 5d5e, ecaade2016_046s12, 26bf, ecaade2016_071t19, caadria2016_281k12, 6fbb, cdfd, acadia16_130p9, d6f7, sigradi2013_387t, d91b, sigradi2016_441nn, ecaade2017_268aa, caadria2017_081v24, sigradi2015_3.268e5, bccb, f76f, caadria2016_045k3, 8312, 0fae, 4bae, 8e92, ebee, fd1b, 40b5, 5da3, 44fc, d39f, d2bc, 8f6d, ijac201715204gg, ijac201513105f4, ascaad2016_005f3, 3603, a607, 91df, 8bd9, 590b, acadia17_222p, ijac201614208b14, 6572, 3cd7, ascaad2014_028v7, e100, 5346, 26f5, 125b, f624, sigradi2014_282o3, 5eaa, ijac201614305s3, 57c5, 9fd2, ff73, c056, 90bb, caadria2016_353x15, ed9f, 712c, 86d2, 168f, ff9b, 5da6, acadia14_111i, ecaade2016_134c38, 8605, 2151, 565c, c40d, ecaade2017_105rr, fe8c, 3447, acadia17_492ee, acadia14projects_463ax, 4de4, 6cf9, acadia14projects_301e, 42ab, ecaade2015_118y23, 0914, caadria2016_249g11, 7f68, 9fd7, e0ff, ecaade2014_055w13, ecaade2013r_011i7, 7b35, f577, f1e8, 8ae9, 0b96, cf46, 936c, ca4a, 5e7f, c6ff, 56aa, de88, ecaade2016_230t62, c881, a356, c822, 46c0, ecaade2016_150a41, ea6c, a427, 2054, fff0, 27aa, 1d0b, 9fa4, dc29, 1b78, ecaade2016_128k35, b980, 690c, df1d, d95a, caadria2016_229w10, ecaade2016_221y56, 3c95, 59b6, edc6, cbc3, 257e, f007, sigradi2016_764f, 4d13, acadia14projects_671w, ecaade2015_217f48, ecaade2016_123z33, f760, acadia14projects_117e, ascaad2016_042z16, 3be4, caadria2017_118b31, ijac201412304t9, ecaade2016_032s8, 22da, ca7d, fc4c, 15bc, 7083, 8220, 4fed, 2f29, 0889, ecaade2015_87w17, sigradi2016_674kk, c09d, b5c8, sigradi2014_201i7, caadria2016_755i32, 8f9a, cf19, ijac201715102ll, c5d9, 8cd8, ecaade2014_192y48, 5778, ecaade2014_226w58, acadia14projects_167z, 094d, a3ac, caadria2015_043l5, acadia14_375i, db9e, e866, f932, ce0a, aba0, ecaade2014_023c6, f79c, 23cb, 6f79, c048, caadria2016_383o16, 5873, sigradi2015_10.307i21, e339, 1ee7, 62f3, 3ad0, 07ea, a62e, de92, c126, 5018, caadria2015_130s21, acadia14projects_135z, 0812, ecaade2017_057p, ijac201513306d13, 0e50, a220, 957c, f474, ecaade2014_089u21, 759e, ad69, 9b36, c1ce, acadia17_82ff, 99ca, 2810, 53a1, 0c39, acadia17_274ll, d252, 9b12, 37a4, c1aa, 775c, fae6, 4dec, ijac201513201w5, 19c3, c2ca, caba, 49c5, ccca, c51c, 6b06, b3bf, 55f7, caadria2017_158x39, 278f, 3af3, 1300, c55a, caadria2015_090e15, d6ac, 9b94, 5b39, caadria2017_163r40, acadia14projects_63ay, ecaade2014_192h49, sigradi2014_074m6, 055b, 7221, b805, ad2c, d7af, 9f2f, 819a, b6e7, ecaade2015_22a5, 91bc, acadia14projects_497v, 666b, b12d, ecaade2015_130i26, 8b62, 718d, e274, 8916, ecaade2015_230d52, 1c4b, 8746, cdf9, 51c5, ccb6, sigradi2015_3.394g6, acadia17_70gg, ecaade2015_294i64, b4b4, 4601, f049, ecaade2016_190t50, 0e40, c969, 1c13, caadria2017_107x28, 438c, 8e23, ab43, e097, c6b9, 4111, 3c65, ecaade2016_224p59, ecaade2016_023s6, e2c5, dbc2, f662, c4e0, 7132, ecaade2017_265v, ijac201614202h8, e9ef, 6ac7, ecaade2016_163c46, a50f, 7438, 726e, acadia17_392u, a511, aacf, 3b77, fafc, 2209, caadria2015_190h28, 45a0, 1748, d3a6, 1ffd, 7734, 022c, acadia15_232n9, 3a81, a1bf, cee9, ecaade2016_198k52, acadia15_343f15, ascaad2014_034l1, df2f, 3600, 5e80, ecaade2017_215dd, 1941, 291f, sigradi2014_266l2, ijac201513206k9, 4110, b840, ecaade2015_241x54, 85fc, ecaade2016_074r21, cb0b, 02d6, 0780, ecaade2014_186e47, 9d89, ca6c, ecaade2015_61z12, 23d3, 037a, acadia14_671j, acadia16_382s23, caadria2015_139g23, 5040, sigradi2016_627h, 5516, 6fa5, 88b1, 1e77, b141, acadia14projects_579b, 7e84, 2edb, 0731, acadia14_117c, 6071, 694b, 42b2, ecaade2014_230l59, dd73, fe4c, 563a, 5683, 5cea, acadia17_502a, 02f6, de2f, 4362, 14aa, 4850, c46c, 7d0e, 265c, ijac201513203z6, 92e1, acadia17_350mm, b2f5, 8015, 6058, a197, 6a58, 4615, 91bb, bfcb, 4b86, 6364, 4ee4, 90b9, 8d0c, 0960, 6bd3, 7c4e, acadia14_671z, f024, a181, 5407, ecaade2014_018r4, 0dfa, ascaad2016_012n5, d1e0, 0240, 8b27, 6a9a, 9b56, 3b9a, e52d, a97f, 7880, 886f, c1db, a15b, 3cb1, 5f98, 0d3d, ecaade2016_230k62, bbc7, f160, 4d25, f882, 1961, fbb8, b534, f8e7, ecaade2015_83o16, 9bb7, ecaade2015_303t66, 8607, 40bc, ecaade2015_15a2, 88dc, b5e9, 2bb3, 2b10, dcb2, 5e47, 357a, 592f, cd13, 7e31, acadia17_552l, 40eb, 79a6, 5bc2, e0dc, bc81, acadia14_357at, ecaade2014_072i18, 2707, 1587, 5eb0, 9acd, 2c4d, 2fbc, 3859, 00e3, 9661, 22ff, acadia17_670xx, 2f54, da9b, 44d3, fdef, d237, b030, 3aa1, e343, d4db, 6163, 9517, da1b, fad3, 4585, 8a2e, 8049, 31a9, 6a14, ee73, 5f4d, 38c1, 2565, 091c, caadria2017_055o18, 2792, acadia15_47l1, 9e9f, ecaade2015_206a46, bfe3, 75d6, f172, sigradi2014_085f8, 9450, 8670, 5009, e70f, 7e23, 9f47, b21d, d941, 7b79, caadria2017_003a2, 5c56, ecaade2015_53z9, ba6c, 1d51, 66f8, 4e9a, acadia17_265v, 2509, 316a, 0ac6, 37d3, b200, c1d1, 412e, 2b6f, 53fe, 7a4e, 32c7, 60a4, 26ae, e275, 78c0, ecaade2016_198n52, 8993, 9f32, 5edb, acadia17_404w, 36eb, ijac201614105x4, caadria2017_048s15, fd8a, 3147, 9e35, 17c0, 8216, 5056, 20e8, acadia17_247uu, ecaade2016_118u31, 6644, caadria2016_177h8, 3e87, 87cd, caadria2017_055k18, 83dc, 4eee, 2d87, afd1, 679f, a6e6, 0804, becd, sigradi2016_637bb, fae8, 2a9e, dec3, dbf4, d3e6, 9056, 1554, ecaade2015_178j38, 9c59, 9e4d, ecaade2017_199s, ijac201513203l7, 6b3f, caadria2017_147w38, c7bc, a3ed, a651, 550f, fea4, 934e, 7d07, dec1, 9c5b, ecaade2014_196e51, sigradi2013_342o, ecaade2017_203tt, d969, ecaade2015_199b43, 844c, 1b91, ecaade2014_151a36, beb2, e82d, sigradi2016_625mm, c625, acadia14_125v, d007, 3f02, 5a0a, bb7e, ascaad2016_022u8, 0925, cc55, a6b5, 9c4d, bcfa, 6244, 1856, ecaade2014_140w31, 492e, 230a, 4b09, c600, acadia14projects_311x, 2194, cbd6, 0837, accc, 3c17, ecaade2016_111p30, 54c2, b3f6, f94c, 158b, 061a, 03af, caadria2016_373j16, ijac201614206y10, 294b, acadia15_395a17, 9561, 2936, 7455, d05e, 7c7e, d72b, 5a09, ecaade2017_061h, caadria2016_767v32, 68ed, ae2e, b44d, 12de, 2c7c, d284, a305, 46b9, b549, ecaade2016_223d59, acadia14_117av, ecaade2017_111uu, 8492, bafa, 54c3, 1e76, 2134, caadria2015_087c14, ad31, d458, ecaade2015_178h38, ascaad2016_045g18, ijac201715202cc, ecaade2014_080c19, 9757, ecaade2014_016e4, 6a49, 5f3a, ecaade2016_123a34, 5313, 02b5, ecaade2015_332v71, 1d92, sigradi2016_655e, acadia17_598a, caadria2016_363b16, 8b57, dd98, 8f22, ce80, e3a2, caadria2016_651y27, 8e93, add6, ecaade2015_171j36, 6944, 2bfb, 8e4b, acadia14_479ar, d08c, 8d3c, ecaade2017_152xx, 1819, 99cc, f72c, ecaade2016_126m34, 5b5a, cce8, 7396, d016, c3c6, f6c3, 6e1d, acadia14_33ai, 82f7, acadia17_348i, a6ae, ecaade2015_297w64, ecaade2014_109r24, 7b00, 9486, sigradi2014_151o3, eb59, ecaade2016_188k50, bcf5, f863, sigradi2016_777dd, ecaade2015_143l30, 0d30, 9916, 485b, 47b6, 37a3, ecaade2015_171m36, 8500, f6a1, ab66, 64d0, 1b6f, acadia14_101v, 90cc, 09f2, c934, ecaade2015_196e42, 8035, bc60, 25a2, f818, a094, f667, 7e33, cc54, fc77, 614e, acadia17_660o, ecaade2015_15z1, 2b58, 8ca7, 3b84, 62c0, 4c4f, 6b18, sigradi2013_244o, ecaade2014_240r62, f718, ecaade2014_146r33, 18e1, 6bed, 4d92, b234, 85a7, 0f78, 5536, acadia15_483u21, f0dc, c162, 9f25, caadria2015_220g34, ecaade2015_194r40, 6b11, ecaade2014_018l4, da78, 70f6, 843a, ecaade2014_042o10, 9649, 58a2, 7f89, f72b, d275, 4509, sigradi2014_329a7, 1c0c, sigradi2014_291p4, 254b, ecaade2014_230k59, ecaade2017_099a, 32c0, 6cd5, e29d, e9d0, 1114, 82d7, 92d9, acadia17_283pp, 2abf, ebd7, b5a3, 9826, 8117, e37d, fa50, 7efa, a9fd, 913f, ba97, 820f, 9143, acadia16_88m6, 3e8e, ijac201412302b7, 8080, ijac201715105a, 8bf2, ae88, ecaade2015_22p4, 1aec, bf94, d1bc, 671b, ijac201412204t2, 5624, 6b83, 7210, ecaade2014_133n29, 326a, 5016, 479f, 4f32, ascaad2016_028c11, 450f, f690, 0bf4, e08d, acadia14projects_199ac, f45e, 6209, 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