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 caadria2017_101
authors Dounas, Theodoros, Spaeth, Benjamin, Wu, Hao and Zhang, Chenke
year 2017
title Speculative Urban Types - A Cellular Automata Evolutionary Approach
source P. Janssen, P. Loh, A. Raonic, M. A. Schnabel (eds.), Protocols, Flows, and Glitches - Proceedings of the 22nd CAADRIA Conference, Xi'an Jiaotong-Liverpool University, Suzhou, China, 5-8 April 2017, pp. 313-322
summary The accelerated rate of urbanization in China is the motivator behind this paper. As a response to the observed monotonous housing developments in Suzhou Industrial Park (SIP) and elsewhere our method exploits Cellular Automata (CA) combined with fitness evaluation algorithms to explore speculatively the potential of building regulations for increased density and diversity through an automated design algorithm. The well-known Game of Life CA is extended from its original 2-dimensional functionality into the realm of three dimensions and enriched with the possibility of resizing the involved cells according to their function. Moreover our method integrates the "social condenser" as a means of diversifying functional distribution within the Cellular Automata as well as solar radiation as requested by the existing building regulation. The method achieves a densification of the development from 31% to 39% ratio of footprint to occupied volume whilst obeying the solar radiation rule and offering a more diverse functional occupation. This proof of concept demonstrates a solid approach to the automated design of housing developments at an urban scale with a ,yet limited, evaluation procedure including solar radiation which can be extended to other performance criteria in future work.
keywords integrated Speculation; Generative Urbanism; Cellular Automata
series CAADRIA
email Theodoros.dounas@xjtlu.edu.cn
full text file.pdf (8,125,069 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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ascaad2016_028g11, ascaad2016_038g15, 25b9, sigradi2014_176c5, e00c, 2350, 0664, 40da, c131, 317d, 839f, 5259, 90fe, da8f, bb1c, 9da1, 670a, 0c65, 86fb, b104, bed0, 3e5e, 7d44, 1def, b234, b76d, 852f, 36eb, 0b5d, caadria2016_611i26, 6be2, sigradi2015_6.387x9, 5981, 597a, d380, 022d, caadria2017_029s10, 2273, c2a1, 8f0d, 33df, 1061, 3bd7, sigradi2015_11.196m26, 3aee, 2087, c4b9, ecaade2014_050d12, b98c, e20a, ecaade2015_130m26, caadria2017_016o6, b19a, 26c7, 7a1c, 6eb1, 2702, 006c, 2a13, 36c0, 7739, 7fab, a382, sigradi2014_345s9, 4a48, 4e1b, a19e, 1d7e, 50da, 19cb, 5001, 97cf, 8dd8, acadia14projects_267n, 3864, acadia15_343s14, b949, 8ea5, e75f, caadria2016_125p5, sigradi2013_259, 1377, 7f2d, 4177, f0e2, 6ed9, eec0, 4a21, ecaade2015_139w29, ecaade2016_144e40, 58b6, d24b, edeb, a237, 5dd1, ecaade2014_204e53, 8e58, ecaade2014_086l20, acadia15_357w15, 32d0, d6c4, 3f8c, 4bf0, ijac201614302f1, 3256, 90d8, 349a, 6fe2, ijac201614202n7, 7db5, def7, bfda, 5861, ascaad2016_043n17, 9c91, 361f, 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ecaade2014_072b18, ce30, c5de, c0da, 7164, caadria2016_871r37, 243a, 4466, e8e3, 50de, 4457, c4f9, acadia14projects_389a, aa2b, dda5, 5c7f, c6b3, acadia14projects_167aa, bef1, b0c8, 3ee0, 4b7d, e81e, bd31, ijac201412408r2, ab7d, e238, 8810, acadia14_43w, 2883, 307f, 9ca3, bb90, 07ac, ecaade2014_218l55, c754, d897, 477f, ecaade2016_151l41, 7309, 077a, a9db, ascaad2014_036d2, acadia14projects_619at, 8226, 92b3, ea2c, 020a, 4fff, 443b, 0bcd, e909, 007b, c3a5, d1f8, a0c9, f3d0, 3c40, 5915, c48c, b971, sigradi2013_77k, 5287, e767, face, d100, 8e5c, 1b1a, 5ec9, 9bb5, 9dc7, 4276, 446b, 862e, 626f, 5706, 678c, 38d2, ascaad2014_014d7, caadria2017_046p14, ebfb, 2e2d, f228, 0d65, f9f4, 4672, 526d, 5807, 0005, ecaade2015_225p49, 62cf, 2521, 4d7e, 2443, 23e0, 7df5, d78e, 719c, caadria2016_187w8, 0b5a, 8130, caadria2016_611f26, ecaade2014_201c52, f6dc, 0918, a126, b13d, a6ce, fe3f, e51b, ecab, ba9a, 6b97, 9bce, 7aeb, 3f9d, dc51, eb5b, 0d55, 6a8f, 0f15, 85b7, d9e4, 3493, c9fe, 868a, cfb3, 007f, 16cd, 3a44, 2696, 67c4, 2d05, 3411, 12e7, 37b3, d056, 0af9, d3d6, c56b, 18f4, 1864, d426, 8efd, caadria2016_045k3, c46a, 955f, 584f, bc27, 337a, f889, e25d, sigradi2013_263, 2063, 1733, 0f7f, 86ec, 7179, 0bc8, d485, f383, 8988, a073, 9651, 2f6a, 6d89, afca, 9b03, ecaade2016_162i44, 1fe3, 4011, 21b8, b3a5, 4532, 9673, d9f6, ijac201513303z11, ce27, caadria2015_237u35, da1e, sigradi2014_030y1, 0fe2, e014, a59c, 7f24, d95d, b0e5, 4554, 2fe5, ac75, acadia14_375f, cea8, 66f6, 1261, caadria2015_084c13, df2e, e4ea, 2701, 81eb, caadria2016_579o24, ecaade2016_ws-intelligentw68, 4ca3, bf0f, c187, 30b0, fa9b, 675a, 5e00, acadia14_719j, caadria2017_129c35, ffc8, 5243, 9175, b3d6, 4d76, ddb5, 7845, c57d, c7a0, 3b8f, 1b66, 0dab, 7a27, 0acf, ecaade2015_61u12, e11a, 228b, 382b, ijac201412201o1, f1aa, bdc0, b31e, 3d20, a14e, 6c5a, bf97, 2d4d, 4af0, 28e2, acadia14_237at, 80f9, ecaade2016_136h38, d045, 089b, ecaade2014_113d27, ecaade2015_171a36, 4a93, acadia14projects_445ab, f79b, 4dd7, 128b, 1df5, 7cd0, 76b6, ecaade2014_038i9, 0aef, bd23, ecaade2015_215n47, cff5, c9b8, 8f8b, 7559, a268, 14c8, a4f1, 5f5b, 9984, 5ddf, 99d1, d25a, 590a, c759, 0be2, 02f0, d144, 536c, 3308, 512b, ecaade2013r_014k8, 677d, ed1d, d3bc, bbce, ascaad2016_038x14, c815, caadria2017_163e41, 1a60, sigradi2013_271o, acadia15_323t12, sigradi2015_11.222u26, 0f74, 25e5, 1539, e24f, acadia14_719d, 78c5, 87ca, ae92, fa65, ad4d, ascaad2014_001h1, f8bc, 7dfe, ijac201412406n9, 5328, 25e8, f970, 7000, ascaad2016_033e13, ecaade2015_294n64, sigradi2013_173, 69c5, 4dac, f567, sigradi2014_266w1, sigradi2014_103a9, 77a7, 1d26, 8b47, 7528, 79a0, b275, 4958, caadria2017_015i5, a801, 3d1c, 886b, ecaade2015_22e5, d53c, sigradi2015_11.142e25, a66f, 3104, e2dc, f916, 37e7, d2c2, ijac201614102v2, 7ec5, 42a2, 15c1, caadria2016_683h29, caadria2016_683z29, 3fba, 6f11, eb8e, 3698, 53d4, a52e, becc, a488, ecaade2015_61c12, 7c32, 71c6, 84d0, 17ff, 2391, ecaade2016_ws-afuturep67, a010, ebad, 5b90, 14d9, ecaade2013r_018v9, 451b, caadria2016_239d11, ecaade2016_162m44, 52b5, e20c, 8f6d, 12ab, fd1a, 20a2, 04a5, ecaade2015_116j23, 923a, 7d90, 1362, 651d, fc92, ascaad2016_028j11, 0702, 3564, bd09, sigradi2014_049f5, 4dfe, ijac201513302g10, 8e7e, 5,9999999999999999e+83, 710e, 80c3, sigradi2013_223o, 3699, ecaade2014_024g7, 6cb8, sigradi2014_197x6, d12e, 7aaa, 1b97, 72ce, caadria2016_157m6, c317, ce4e, ea8f, 41ba, ecaade2016_110j30, c9b2, ecaade2016_tkos66, 220e, 0e8f, 7f12, 2d36, 3c58, 1608, ecaade2015_227f50, acadia14_333av, 1f24, 2124, e1b3, 20f5, caadria2015_206o30, 4078, aff4, 671a, a84e, acadia14projects_531o, c0f4, 6dce, ijac201614402w1, d6ec, 7193, 801f, b9c8, e987, e92e, f115, 6662, ecaade2014_184m46, cec7, f702, ac8b, db2b, 78fe, dc89, 011a, 8947, a77d, 2ca2, 312a, d9f0, e1b1, 69c0, 8e70, 24f6, e4c0, af26, ecaade2016_045j12, cf3b, 1d69, dd2c, ecaade2015_138l29, 3eb4, f2c9, ijac201513302i10, 0497, 649d, ecaade2015_138m29, 856b, 1a0f, caadria2017_002l1, ijac201412402c5, 1756, b229, e045, acadia14_33al, e95e, 6973, f943, 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ecaade2014_029w7, a9d4, ecaade2016_bkou65, ae87, 95ff, 630a, 9b7b, 89d5, acadia16_88f6, 7cda, 8095, 80d3, acadia14_609ag, f3a9, f52b, 6b92, decb, 64ef, f121, 5cec, 72aa, 19ad, f683, ecaade2016_230p62, ecaade2015_185s39, 6208, 95fb, b445, 1cca, c536, e7c0, 97de, f61b, 3e6a, ae48, 9638, ecaade2014_019g5, ecaade2015_138z27, fa71, dbbf, c701, 4cd5, 5559, ecaade2016_223e59, 9155, ecaade2016_070o18, ijac201513301x9, 4cc6, ecaade2014_168r40, 112a, ecaade2016_222n57, ede2, bb24, 7d48, bbca, aac5, a31d, deb2, b84c, d878, 58e0, ecaade2016_013m3, 9a56, 5650, ecaade2014_022b6, d01f, 4307, 5798, 463b, 218f, acadia14projects_33ao, f291, ecaade2015_37d7, acadia15_431k18, a21a, df7b, d09a, f6c6, acadia14_229f, 41ae, 05fd, 933f, ijac201412403o6, 4d12, 80a1, f574, a182, 4b42, c297, caadria2015_122k19, 3b99, 7e40, 1bb4, 0edf, 4296, 6a89, 5363, 409f, de2f, acadia16_362n22, 92d8, d324, 906e, 12e0, c828, 8bee, 3efd, acadia14projects_555d, da54, 0c9d, c416, 0299, fdbf, acadia14_267j, caadria2016_013t1, 0d21, 0a76, 3268, 0844, 10ec, 865f, 6e80, acadia14projects_681ah, 6435, 8103, cafe, e699, e49c, ad63, 7fcc, a686, 710b, db9c, 7b0f, 1c6d, c35b, aae4, 3f1f, 02c4, 9589, ecaade2016_217e56, e78b, 1fe4, 81d2, a491, 44ce, f441, caadria2017_127g34, 5e45, 4d8d, caadria2015_077x10, a511, caadria2017_004u2, 4c19, e5fb, 1948, 6c57, 4179, d764, dfb6, 7d30, sigradi2013_54r, 7344, ecaade2016_094m25, 2347, a715, 6cbd, 734a, sigradi2013_189, b035, c96d, acadia14_125ab, f9f6, e22d, 4126, caadria2017_056y18, 9a23, caadria2015_130p21, ijac201614204y9, eea2, ecaade2014_224p56, 32d2, 7e36, ce62, 6b3f, 424a, 8cc6, a5d9, c130, 1259, ee6c, 9f63, f66a, 90ae, 2ed5, acadia14projects_719f, 73e3, caadria2015_012c2, d8b3, e3ee, 0070, 333d, sigradi2014_213l7, f438, 18a2, 8316, d215, acadia14_53k, e473, 3d17, dde5, 6e18, f598, ascaad2014_034m1, sigradi2014_157c4, 61c3, caadria2015_054j6, 71a7, c0d1, 1323, ecaade2015_55b10, 21cd, 2f20, 0cb3, df67, 5277, cdf0, 7d1b, eb8d, ef4e, 5de6, caadria2016_549s23, 2ff8, d619, 88d3, caadria2017_118k31, 673a, 5f38, fd7d, acadia16_106e8, 5f7e, fdfa, bd73, e143, ee95, bb7d, ijac201412406f9, ebaf, 0b8c, 2638, 68a5, fbb7, ascaad2014_031i9, 506a, 5385, 255e, d0ee, sigradi2015_11.165p25, ijac201614103o3, 4663, sigradi2013_285f, sigradi2014_197c7, acadia14_409m, caadria2017_132h35, 95a6, 7663, 61ff, a6b0, b556, f4f5, 69d5, d949, db35, 3e50, 32c7, a2d9, 47f3, ff93, f83d, 0996, 8ffe, a1f6, f494, 4604, ascaad2016_022w8, 9f36, 16e4, e471, 4da2, 9783, e599, ijac201412304s1, b551, 6d05, 6697, ecaade2015_158a33, e698, 99b7, dce2, 5b54, caadria2017_005o3, 65ff, 69a5, 1c73, acadia14_671u, d1e2, sigradi2014_232z8, e196, e1be, fdba, b923, b510, 381a, 7ef7, 4c16, ff80, cd93, 27cc, ascaad2016_038j14, 5a38, dcd1, caadria2015_090c15, 8488, 8bcf, e79e, 5dc0, 0ff5, 3d47, a63a, acadia16_224s14, f9f9, 9e80, ascaad2016_022d9, 4d9e, sigradi2014_074d6, b1ef, 5a9a, 3284, 827c, 2e17, 8a66, ee71, 0881, eb1c, a716, 81d0, 0a81, 7978, 05de, 34c3, f50a, 87dd, 78f0, 4eb1, e120, cfa9, 1e10, ijac201412403m7, f385, caadria2017_190o45, df9a, 1351, 0893, caadria2016_735n31, 7e68, 9a75, 5a6b, 10e8, 826b, b44e, 5f93, ecaade2016_077v22, f80f, 6f60, 25eb, cc09, f0c9, 21c2, e05e, e08a, fb05, 8480, dd23, ecaade2016_025c7, a0d0, 64ae, 2e9b, d63d, 297b, 5567, f0ab, 8996, 13b7, bfa8, 13e4, 2ef6, ecaade2016_210b54, e7f9, ca94, 4bfd, a8c4, 3158, aee3, 890d, acadia14_125s, caadria2016_405j17, 55f1, a854, 0ce6, 0aa7, caadria2015_064v7, 4f63, 72b9, c111, 4f29, 56b6, 6023, 0fdc, ecaade2016_ws-dleadi68, ecaade2016_162c44, sigradi2014_151n3, ecaade2015_129s25, ecaade2014_016e4, b651, fb38, acadia14projects_145ab, 5201, 6500, 4fbe, 100c, 20f1, 7ec0, 1127, 5096, 95cf, e304, ceb5, de76, eaa7, 32b8, caadria2017_113d30, 206b, ecaade2016_165z46, c6c2, c58a, ecaade2015_230f52, ijac201614201m6, bf3e, 5c8d, 7a92, 9c75, dbc8, 42aa, cca6, 56a2, aa48, a39b, 9f70, acadia16_130t9, 8e76, 346e, ascaad2016_042s16, 6310, d455, 20a6, d6b4, 221d, 1699, 57af, 3464, 35a1, 32e5, d1f3, ascaad2014_016d9, 3aa0, sigradi2014_164i4, ascaad2016_028w10, 8093, ea37, 2b16, 9432, ad4a, c523, 35d5, 8c25, c2d5, e9b5, 5b19, 95f9, b46d, 9a43, 6907, 2731, 22c1, c87f, ecaade2016_042z11, 9482, 5185, 9402, acadia15_343t14, 5ce2, 2663, a9c0, 774f, 7ec8, ijac201513303v11, ce64, c9d3, e738, 0a9c, e27e, 43a1, 3e5b, a6bb, bac2, d662, 74d9, 3d04, 6058, acadia14_435aw, 5094, e64c, 1d94, e3f4, 4064, bef4, 0734, caa3, 6206, b901, c24e, 29eb, 6548, fbe5, e535, afe1, 3d40, 864c, 04c9, f9bd, ecaade2015_55s10, ijac201614201h7, af65, 4c14, 80f7, 78e6, 1e6e, c112, ecaade2016_168j48, caadria2015_084y12, 0744, 72f0, ef1d, be34, ijac201513103s2, 0711, 6cba, 023f, afff, 328b, b653, 4107, caadria2017_021o8, 1346, 05b4, 2487, aa43, 70aa, 3148, d952, df2a, efe3, 2d0c, f799, 7518, sigradi2013_315b, 98b1, 5790, bf40, ijac201412301c6, ef83, 0f3e, 6bb3, d3c8, b4f3, b54f, bc88, 3be6, 8f24, a220, 853b, caadria2015_114o18, ecaade2014_089k21, sigradi2013_226a, 6483, f25f, d5fd, fefe, 5263, 3238, d5fc, 149a, d8a4, 15b5, 1604, dc37, cd5c, 670c, ecaade2014_146r33, sigradi2015_sp_8.326s30, ecaade2015_227h50, 260e, caadria2017_158b40, ijac201412408a3, 055e, c52e, acadia15_483i21, sigradi2014_032b2, ed07, ijac201412204h3, 9bd9, ecaade2014_044b11, b094, 8d5e, sigradi2014_313x5, 6c29, ecaade2015_334r72, f09b, d2d4, 5cd2, 5c51, 89cd, 56a4, 730f, d71d, 3782, 04f2, 5b8e, ee8c, da2f, 776e, c52f, 5bd7, caadria2016_569d24, 4f1b, 96ba, 7c9a, sigradi2013_243b, 6143, c0b0, ascaad2016_034j13, 2a05, 45a4, 392c, db90, c813, 97f2, 6407, 9aae, 9773, 35a6, ccb3, sigradi2014_132s1, caadria2016_881b38, 5284, c591, af62, b80c, 5713, daed, bd4d, 6bc6, sigradi2013_43v, 21f9, 0d38, ecaade2016_166g47, 4efe, 68b0, 42c0, ecaade2016_110d30, cb16, 4a83, acadia14projects_647at, 0bdc, c8a5, 0ec4, 7f0c, bef7, eccf, ecaade2015_241y54, acadia16_54w3, 19d4, 6aea, b73d, 3a28, caadria2017_136l36, 536b, acadia14_117h, 6177, 4bf3, d0ad, be2e, 680a, acadia16_184n12, 6ea0, fa3c, 1a2b, 0174, ecaade2015_333b72, d54f, 997f, 908c, ecaade2015_114n22, 194f, 12e3, f384, ecaade2015_206k45, 840f, 170c, f593, 0907, 6cb2, fbf8, 05d1, cab7, 988d, 0f9b, sigradi2013_30d, 9d19, ebcb, 23ce, 8537, ecaade2014_010z1, 0585, 78c3, cb6a, e43d, ijac201513105b4, 55ec, 7fa1, 3f5d, ecaade2014_094h22, f86b, d573, caadria2015_004r1, f9ff, 566b, e9fb, f9b3, 1562, 1433, sigradi2013_10a, 7bcd, ecaade2015_237h54, b872, cd8a, 7f1c, be9a, 0a63, 917f, caadria2016_713u30, 20b7, a2ae, eae6, 1bf2, 75b2, ascaad2016_032p12, e6c9, b4f1, 16b4, sigradi2013_183s, 05b0, ecaade2014_044g11, d581, 210a, 9e0f, caadria2016_363b16, acadia14projects_661e, 24a8, ce21, 622f, cf70, 3b92, de32, ba50, a6f4, 3b6f, 6d50, 2c9e, e4e2, 9417, 2cd5, d469, 65bd, 829e, 9ff9, 1475, 441d, fd99, ca29, 901c, 1d0f, f607, b151, b80e, e9b8, 95ea, 4eb0, ce0f, b829, 1592, ecaade2015_55p10, fcc7, c010, 6fd4, de9c, c252, 0bb9, db68, 0382, 2553, ecaade2014_240f62, fd2c, a89a, 7a6a, ecaade2015_100l19, ijac201614203p8, 6760, bf44, 2cba, 22d3, 8bcd, acadia16_154l11, 0072, de24, 19f8, ed33, ff22, aab4, 31fd, 37b0, e17e, 9446, ecaade2015_293c64, 03a2, c4f7, 6a0d, d476, ee10, fb3b, b85d, ecaade2014_201a52, b0a2, cb38, 7764, ascaad2016_054v21, 8fd8, af37, 593d, 75c3, 02ae, ecaade2016_062c15, ecaade2015_61b12, 97f4, a1fe, 8793, acadia14_497v, 3322, 6856, 6898, 7abb, 3fb1, sigradi2015_12.215t27, b7f9, d4a3, 541c, ecaade2016_071b19, ecaade2016_243x64, 18e5, d704, caadria2017_129x34, caadria2016_187p8, 4f75, ee58, acadia14_117g, ac6a, 99dc, sigradi2015_11.142c25, e7a2, e8c1, 3732, f50c, 53f1, 6f3a, 663d, 44d4, 33ff, 688d, 90ff, 9426, d3cf, 359f, f744, 6991, 37a2, 9a9a, 5cbb, 0a23, f1ac, 820a, 87c2, 71f2, 93cc, 94f5, d7e9, 13cf, 9850, f689, 5d09, e947, bf03, 6f59, 7e57, 2994, bfe1, a2cd, ecaade2016_028m8, a4ac, 2f61, 0a85, ecaade2014_240i62, 30b1, deed, ecaade2015_195f41, 5862, 0e4f, f4ca, sigradi2013_326i, 0600, 8d34, b4b1, 4066, cc64, 1d64, 98b8, ffc1, 96bd, de6b, 7713, bc2b, 0a21, a83d, 4560, 4577, 8f14, eb53, 5b3d, 301a, 2fe2, ecaade2014_133w29, f697, e572, 928a, ecaade2016_224u59, 1178, 3711, ijac201614308s5, c126, ijac201513303k11, sigradi2013_387z, b0c2, 825b, 4f4a, f08d, 771b, beb2, acadia14_463m, 70f6, a78e, acadia16_140g10, 4148, 166a, 34b9, ad79, 03c6, acadia14_199ab, caadria2017_048n15, acee, 7cc1, acadia14_539f, acadia14projects_247x, 64fc, caadria2017_145g38, 9f16, sigradi2015_3.345u5, b32a, ijac201614405k3, 02d4, ecaade2014_152j36, 4c97, 8b36, ascaad2016_042v16, c038, 357f, be6c, 993d, 79e5, 172f, 53e2, 4f2e, 920a, 9ca4, bc99, 2c26, 71b6, 6e3d, dbdd, ecaade2015_297h65, 82c2, 2cd0, acadia15_469j20, 4c13, ascaad2014_004f2, 7187, 6181, 4253, adf3, bf9c, 826c, 1f37, 04ea, a2e0, 9b98, fe93, 4bbc, 04f3, 7b20, ascaad2016_007r3, 3e11, d7b7, 049e, eafd, d945, 15bd, 3f18, acadia14_75a, 5cb7, ecaade2016_071z19, 744c, 03d7, b7cd, 3e99, b9f7, 3c92, ea6a, ecaade2015_302o66, 2ad7, 29fd, 520f, efda, 269a, b8ea, 9a3f, caadria2016_507r21, 6f66, 1591, a678, 22bd, 6a69, ecaade2014_123g28, b2b0, cc78, c04b, 2fbb, 2300, a135, acadia14_101ac, 7735, acadia16_440e26, 7ad6, ba87, acadia16_260n16, 0528, 2e35, 553c, f081, a477, cbb3, 8c6e, 5c2f, 6668, d3ff, 2240, b58f, 1a33, ea2e, 3518, ecaade2016_208v53, 309a, caadria2017_147t38, 6b07, a7f4, e626, 6e33, a892, 38e5, d9a0, 0eee, f113, 4e1f, 41ea, 7f7d, bdb4, 3211, 2b6d, ecaade2016_199d53, e1cd, f6d9, 0561, cbb5, caadria2016_457o19, ecaade2014_149x34, 1f26, 99c6, 9f77, 0693, ce07, fe97, acadia15_110h4, 42b2, 00e6, 712e, ijac201614208c14, ecaade2015_194t40, d8bf, ecaade2013r_002y1, a40c, aba1, acadia15_451b20, f1a4, 9ebc, ecaade2014_092f22, 6c14, a2b0, ea76, 2c1c, ba84, ec9d, ba68, acadia15_123p4, 68c6, ecaade2015_53o8, sigradi2015_sp_4.275t29, db6f, 01e0, ijac201513201x5, 3abc, cee7, 9206, acadia15_137m5, d655, 8e77, f0d7, 7827, sigradi2013_381, 0593, ecaade2016_140n39, 6c7d, 3ed7, 5960, ca07, 6baf, 5dd4, 5fd6, 132b, c9d8, 150c, 278d, caadria2016_579n24, ascaad2016_017b7, bbb5, a16e, caadria2016_105b5, 39af, 4e21, 6da4, 9ad7, f7fc, 61fd, acadia14_463l, acadia16_344j21, 0194, eea5, ascaad2014_005z2, 162a, abba, 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ecaade2013r_009e6, ae6b, d708, ecaade2014_153m36, b1ee, ecaade2016_222y57, abe7, 72c3, 8016, 1f6b, 8802, caadria2016_353v15, 9da5, 528d, e0a3, c05d, f2f7, 7836, 3522, fec8, ecaade2016_094t25, dfb5, ecaade2015_334p72, 1407, 4399, 5c93, 08bd, ecaade2014_218x55, 1991, 92c2, sigradi2013_390a, 8602, caadria2017_113a30, 8892, b451, b738, 31d1, 4b54, 2bf4, 786f, d33f, aef0, 9bc9, acadia14projects_145o, caadria2015_206x29, 35eb, 8081, e9a5, ffba, 43a6, 531d, c0bc, f789, 7aa5, de45, 8445, 95dd, 6f20, 2bdb, e603, 94b7, ecaade2015_269n59, 3771, eedd, 0c50, b731, 8f4d, a7cd, aa7a, a6ed, 1857, 34d0, 35cb, e580, 3617, cc24, f3f4, 1ef6, 3f02, 4813, e9cf, a0d4, ca4d, a03f, c6d2, ijac201412204f3, 3f55, 6d34, d999, e9b0, 3399, fe07, caadria2015_126z20, b203, 84f6, 9191, 7b3d, 6503, 9bb7, def1, d5f0, 1285, 1258, 87a2, 5040, 0cf1, 7ed6, adec, dd93, 0a3b, sigradi2015_1.305e1, ijac201614303d2, ecaade2016_058w14, 6628, a774, caadria2017_131f35, ab15, 98dd, d7a0, a2c9, 87ff, 469d, bcb1, 0a32, f8b3, a048, 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2e46, 062e, 6841, 2760, dd79, 4386, 39f8, caadria2015_181a27, 9279, 2055, caadria2016_851l36, f08b, d1e4, 61c2, acadia16_224b15, 15b8, fc40, 55a7, ecaade2015_138e29, 7cdd, ecaade2014_067y15, 60f1, 7d86, fed5, c27f, c70b, ascaad2016_054s21, 1b15, ebe3, ascaad2014_033g1, c4be, b480, 3608, ecaade2015_298m65, ecaade2014_052j13, 816b, 0b46, d0da, 220d, 2889, 6abb, ecaade2014_149l34, 8c30, acadia14projects_375j, 74f9, cc47, fdb1, sigradi2014_041d3, fa59, 244a, 9ee8, sigradi2013_303o, 0d5f, 08a1, acadia14projects_479s, da68, 135e, f977, ascaad2014_004m2, e06e, 9f49, sigradi2013_112b, ecaade2016_068s17, 528a, 3edb, 9a4b, 57b9, c3fe, caadria2016_291r12, caadria2015_233e35, ecaade2016_217l56, 231f, acadia14projects_291g, 68d4, 154a, e7ae, sigradi2013_401k, cfbb, a0e6, 4b8f, 74b7, 47e4, ddde, caadria2015_218s33, b1b0, 8621, 7f4d, e906, dcd7, ecaade2014_044a11, ecaade2015_155s32, da5a, sigradi2013_91, 2850, acadia16_184s12, 3e15, acadia14_681ag, 5314, ascaad2016_049z20, 774e, c809, 8a10, 24de, 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sigradi2014_281b3, 672e, 3d56, 385a, 6a14, 5f80, caadria2017_189j45, b126, 25be, 307d, 90aa, caadria2015_114n18, 24da, d3fd, caadria2017_031h11, 863d, 95ef, ecaade2014_167l40, ascaad2014_036x1, 90fa, 59f1, f404, acadia14projects_479f, 11dd, 54e6, d5be, b43f, 3908, d51a, ecaade2015_53r8, 646d, ijac201614305s3, caadria2016_673z28, 643b, ecaade2016_040r10, 5393, acadia14_101ao, d90c, 8617, 9756, bf1f, sigradi2014_279x2, 8535, ecaade2016_132k37, 9ab1, dcc5, 3413, e186, ecaade2013r_003b3, f7ee, 27da, 80d9, 59a5, 5448, 871c, caadria2015_208s31, sigradi2013_96u, 0603, 2a9a, 7b56, ijac201614201w5, 84a8, ecdb, ecaade2014_014c3, c0b6, ecaade2015_155d32, ac00, caadria2015_237o35, acadia14projects_237ay, d21e, 82a8, f9ac, f4e9, c71c, d686, 156f, 7272, 3b3e, 8208, 7b03, 8b93, acadia14projects_427ak, 0d10, dadd, 0373, caadria2015_203o29, ec2b, ecaade2014_070l16, ff88, acadia16_280j17, 5047, acadia16_402n24, 4a9e, e04f, ecaade2015_279v60, acadia16_88y5, e417, 15ad, 458e, c903, dd36, 04fd, caadria2017_027l9, ecbc, b303, aea0, 0616, b8ba, 1a5a, 3b7d, acadia16_414w24, ecaade2016_105d29, e8f0, caadria2016_517i22, ecaade2015_171z36, 0886, caadria2016_197n9, ecaade2014_168a42, 4d1d, 7d29, ascaad2016_033b13, 6f16, 5856, 12ce, 1824, 1fd3, ff6d, c1b3, 1d37, 070e, ascaad2016_007v3, 4f47, 61f9, 9390, 93c3, 09a6, caadria2016_135v5, b3c3, bcf3, 2d49, 9e4d, c967, c557, 01e4, ecaade2014_218o55, acadia16_206o13, d4d7, ascaad2014_018e2, 0415, 5e16, d5fb, 65eb, 20e9, 7d67, fdf8, 0af5, 9133, 8a99, ecaade2014_140d32, cfe8, caadria2017_101i27, 7a4a, 0023, c2aa, 5fed, bae3, ijac201412408m2, 9641, 9438, 3a61, 335d, c216, a8dc, 91af, 2cf4, 0b83, d0a3, aea5, 11b3, 3b55, sigradi2013_30, fd6b, 6903, ijac201614207i11, 9a76, 0a42, b88a, ecaade2016_021g6, d1be, 98fa, 1169, 7668, f578, e284, 8cd8, 673d, 328d, c50a, 25ba, 90ad, c0bd, 8f4e, a380, e575, b194, 1b03, 873b, ascaad2014_026r6, 46b7, 5846, ijac201412404w7, f63d, caadria2017_122a32, 34e0, 3cd4, eb0d, 3285, 1bb5, 6f22, c31d, ijac201412206t4, 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acadia14projects_339af, 90cf, 04ef, ijac201614404v2, 0390, 50fd, d496, 2e99, 3217, acadia16_98b7, 1c36, 584a, ascaad2016_045x18, 4c94, ascaad2016_039z15, 4ce3, 2881, caadria2015_087l14, caadria2017_163p40, a742, c04f, 3a6d, acadia14projects_479p, acadia14projects_257ab, 0a26, d31a, 6f21, 157c, 0be9, 5a4f, e7d8, 149b, b60f, 5e81, ascaad2014_012c6, 8eaa, d116, d3dc, acadia16_184i12, 4c11, 4840, e85e, 7e6b, c5d8, f6ca, 2bac, ecaade2014_019i5, acadia14_399am, 279c, c8cc, 72f8, 1564, 0295, 1649, sigradi2015_8.41s10, 30f1, d341, ae1a, bdf7, fe80, 4100, caadria2016_405b17, 8b29, 1736, fca2, e69d, sigradi2015_9.141g16, e3cf, c0f0, ijac201614205r10, 68c4, 8efa, a656, ijac201412205u3, 7b88, e1ec, ijac201513104k3, ijac201614203r8, b230, d427, 5b77, ascaad2016_009o4, f688, 3087, sigradi2013_91m, caadria2016_725j31, 7578, 55ff, caadria2015_064p7, 4a9b, 5c66, 33da, eea0, 8dcf, sigradi2015_10.378b23, beb3, 29e1, ecaade2016_142c40, d5ab, sigradi2014_265l1, acadia16_362m22, caadria2017_027n9, 62a2, ijac201614208h13, acadia14_479ay, e178, 4478, 2c4d, 66d0, c92b, ed17, 4bec, eaea, ecaade2015_55g10, 02df, caadria2017_115m30, cb34, 97e8, beee, sigradi2013_386b, 7bb8, fa28, dce9, 439d, caadria2015_072n9, 226a, deea, caadria2017_135h36, 28f9, a34f, 4490, f074, 0687, 929e, c1e1, 6399, 374a, ecaade2015_227x50, 05a0, bad0, f887, 8518, 3bd3, 31a9, 4911, 84df, ijac201614207b12, 9535, 5a5f, b781, sigradi2014_192p6, 5a1e, e585, ijac201614405d4, ca27, 3c4f, ecaade2016_139b39, f8ae, e532, ecaade2016_217p55, e4d1, 9d7a, 5b95, ascaad2016_004j2, 83f5, acadia14projects_627g, df93, b881, a2af, acadia14_661g, b213, f2aa, 609b, 0e8e, 8764, 25a6, 84c0, sigradi2015_3.221v4, ecaade2015_287f63, 518a, 9e3e, fbdf, fc96, f06d, 5659, 418f, 95df, 6709, acadia16_260f16, acadia14_463k, b044, deac, caadria2017_009s4, sigradi2013_158d, 1f95, 2d08, 0a20, a62b, e438, ecaade2014_112m26, acadia16_344k21, 760f, 28e1, a9ad, 1669, cc9c, df83, e72e, 6014, 6d80, 7258, ijac201412401m3, 6287, 5afa, 9543, b2f1, a8a1, ecaade2015_84w16, ijac201513206l9, 875d, 6a16, 40d4, edbf, d6b8, 0e2f, 35bd, 9c98, acadia14_565o, 9295, b574, acadia14projects_75aw, b30e, 33dd, 7e91, 25f8, dcf5, 81c0, 17a6, ecaade2015_114y21, be7f, 558c, acadia14projects_145x, ec0d, 3d1d, 507f, sigradi2015_3.65n2, d295, e38b, 4c72, 3c90, 9d49, sigradi2013_100c, b932, 3622, 8a23, 1262, 5730, 60e9, c328, 672f, 26e1, 77ce, 7d85, 991d, d58c, 844c, 5b25, 1ab3, f3ce, ijac201412404x7, 6eab, 2be1, ca58, d84c, sigradi2013_275, ascaad2014_019g3, f11a, 62b9, 2be0, 2bb4, 7f00, b6c1, 5114, 3abb, cdc4, ecaade2015_268c59, acadia16_362t22, caadria2015_237n35, 756c, 68f6, 3831, e3ec, 9e59, 1a0b, ijac201412303v7, f7f5, ijac201513206b9, ijac201412304r9, 089a, 47a2, 8662, ecaade2015_230o52, ecaade2015_227m50, caadria2016_651i28, 5c97, 25ac, 239e, 652f, ea09, 91b8, 20af, acadia16_280p17, 5283, 59d7, ecaade2014_011b2, d3c7, 16b8, bd0f, 046b, 4e3c, 086c, acadia14_267n, d3a0, 3783, e3ed, 6e43, 6f9e, 2c24, 4340, b339, 999a, caadria2017_081s24, fb5f, 1571, 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sigradi2013_183, b30d, 7220, e663, 240a, e5b7, 5686, 588f, ce83, a2e9, 6e3b, 0da0, 9b39, 7dff, b67e, 972c, ce16, 3eb6, a0e8, c857, f525, b360, a8d4, fbc2, eb7c, 80d4, 6ccc, b040, 903a, 9996, 12aa, 408c, 2ce3, c68f, 5772, da78, ceb0, 1e01, sigradi2014_140p2, acbd, e3f5, 9c18, ad73, 75c4, eb84, ecaade2015_194s40, 281a, f545, sigradi2014_030x1, ce39, cc60, a289, sigradi2015_10.138y18, f821, c12d, b60d, 5260, f749, ecaade2014_055a14, caadria2015_043i5, a93e, ecaade2015_129m25, b4e1, 6e67, ecaade2014_201d52, 7279, ecaade2015_138f27, f1ff, 8753, b147, b527, sigradi2014_152t3, 654d, 92d7, eee4, cd74, fedb, caadria2015_081s11, ascaad2014_018f2, bb42, d18f, 852a, 8dd7, fa80, 96d8, 93f2, sigradi2015_4.52j6, caadria2017_185a45, d931, d1fe, f4db, 9efe, 3552, 2676, 879c, c724, f886, d06a, 9d56, 1d71, 3de7, 5a79, sigradi2013_74d, ecaade2016_234a63, 3a68, acadia15_483a22, 6f3c, af68, ecaade2016_163u45, sigradi2015_10.140s19, 34a4, ecaade2014_071w16, 2f81, 0253, sigradi2014_186i6, 2e60, 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efa0, 6280, 3785, f10c, 1616, acadia14_145ae, 54d3, f434, 47d3, 508c, ab28, a286, 26ca, d248, 634e, 7228, 2022, 3aa3, 9cea, dea2, 8854, 7a13, 85ff, 181b, dab9, caadria2016_663o28, 0f3d, 2f3c, fade, c0b2, ad97, 259b, 1890, 6bd8, f892, bbe8, f2f1, b94c, 1aef, c6b2, caadria2015_181c27, b0c4, c624, 6374, 8443, 6a38, 9138, c383, ecaade2016_007i2, 078e, 49fa, f237, db41, 8623, a352, 3dd3, c5c1, caadria2017_048r15, b3bc, b02b, ecaade2014_072n18, 9caf, 45d2, 2449, ascaad2014_014i8, sigradi2013_100g, 893c, aab9, 8a21, 910c, a57c, 2936, ecaade2016_182o49, 7514, 2481, ecaade2015_87a18, d45c, b257, d39c, efe4, caadria2017_174y42, 4c1a, 70d0, 9113, daa5, ecaade2015_138i29, 6eef, 3cb6, b915, sigradi2015_12.19b27, ecaade2016_011v2, ecaade2014_072x17, 184c, caadria2017_033p11, 95a1, ascaad2016_008b4, df32, c463, 59e4, 8267, 8356, 61f7, ecaade2015_227r50, 3128, 1c6f, 9f71, b6f8, acadia14_435al, d72a, 239b, b346, ecaade2015_169f35, 1ee1, 5dc3, a184, dd2a, 2adf, 21a1, 777f, 42dc, 2bd7, sigradi2013_167, 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