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

authors Miranda, Pablo and Coates, Paul
year 2000
title Swarm modelling. The use of Swarm Intelligence to generate architectural form
source 4th International Conference on Generative Art, Politecnico di Milano University, Milan, Italy
summary In general the paper discusses the morphogenetic properties of swarm behaviour, and presents an example of mapping trajectories in the space of forms onto 3d flocking boids. This allows the construction of a kind of analogue to the string writing genetic algorithms and Genetic programming that are more familiar, and which have been reported by CECA. Earlier work with autonomous agents at CECA were concerned with the behaviour of agents embedded in an environment, and interactions between perceptive agents and their surrounding form. As elaborated below, the work covered in this paper is a refinement and abstraction of those experiments. This places the swarm back where perhaps it should have belonged, into the realms of abstract computation, where the emergent behaviours (the familiar flocking effect, and other observable morphologies) are used to control any number of alternative lower level morphological parameters, and to search the space of all possible variants in a directed and parallel way.
keywords Swarm Intelligence; Autonomous agents; Enactive Perception; Structural Coupling; Sensory-motor Perception; Stigmergy
series other
email pablom@interactiveinstitute.se
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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ecaade2015_324v70, 8a1f, 2459, f11b, 4c6f, 1572, acadia14projects_291g, sigradi2015_4.219h7, 3a52, 10a7, fe93, caadria2016_013u1, 7d4d, 6e14, sigradi2016_815pp, 4e50, sigradi2013_305, ecaade2015_94f19, 49ce, 5b48, 6812, 606f, ecaade2014_105y23, 7db2, 0ed3, 3789, 862e, f402, 44f1, 0e6c, ascaad2016_030h12, 5bed, ac01, c4b9, e9fd, c8a7, cc05, b413, 2216, ecaade2015_17d2, 1de0, 23a8, ecaade2015_115b23, b4f5, cf5d, 3df4, 71d7, acadia14_619ah, 5148, 0005, ec67, 3884, 2f2b, 9fa6, ijac201513104w3, 1e10, 46a5, sigradi2015_sp_8.6c30, 5af4, e0aa, acadia14projects_435au, 8244, 284b, 527f, 1ef2, ecaade2016_040n10, ecaade2015_33j6, ijac201614101a1, 23e6, de14, ijac201513105f4, de5d, 9b61, 4c21, e5b3, 0933, 56b6, caadria2017_163h40, sigradi2015_10.140t19, 7154, 6911, ecaade2016_223e59, 0423, f979, 1bfb, 9f2d, ca14, e239, 18d6, c8e3, fa6f, 8147, 5c07, ecaade2015_100w19, d0f5, c92f, 484b, acadia16_318j19, acadia15_417d18, 7059, 0c99, 08f9, 4ce7, 5a58, 52de, 17b4, 16d8, 7b1a, d526, caadria2016_415z17, e80d, 715d, 0b1f, 7dcf, 40be, ecaade2016_071l19, ecaade2016_068t17, 78a6, 8e15, acadia14projects_719l, 88f8, 9c53, 7081, c3ce, a220, d7ca, 2237, 45f8, 8bdb, 31d2, 99c6, ijac201412408n1, ijac201614309j6, 950c, acadia14projects_479y, acadia15_95o3, 0c41, ecaade2014_038u9, ecaade2016_165y46, acadia14projects_427an, 84c8, ba13, 7127, ijac201513105c4, caadria2016_209b10, 086a, 57b9, c251, ffc0, 9707, ecaade2014_144x32, a778, 4247, 3a31, 5b44, 8fd4, 93d7, 7b6c, 846a, 5fe7, 7b66, ab2a, edff, ecaade2014_163d40, e121, 9cba, 5423, 911a, c1d0, 4004, 4591, eb36, 36b9, 5459, 0974, 849b, 54b7, 175a, fff5, 6c90, 8d98, b585, caadria2016_457k19, 4b7d, caadria2016_651d28, fca2, c389, e9bf, 201c, d321, ecaade2015_221x48, fa6b, 8ce7, 79d9, 17c8, 595d, acadia14projects_627av, 8cd5, 00a9, ascaad2014_001k1, ascaad2016_031m12, d943, b127, acadia14_719e, ecaade2016_047l13, 1fa5, 5c63, 26e0, ascaad2014_008l4, 1b97, b8cf, 4858, d20c, acadia16_440e26, ef98, cadc, b525, 716e, 9044, f3f9, ecaade2013r_002b2, 0f11, caadria2016_321g14, 1ce2, 8a08, 963c, 9b1a, 39aa, 6248, 989b, eecf, c6aa, 8d54, 3090, c137, 0f7f, 2e19, acadia14_681av, c584, 30e6, ascaad2016_018h7, caadria2015_114n18, 5973, 1dcc, 7f7f, ae84, afb6, c925, 865b, b8dd, 28dc, 618c, ijac201412204o2, acadia15_469n20, 11cb, acadia16_260i16, ecaade2014_180p45, d16b, 1253, 30ef, 3854, c676, ede9, 0ae9, 653f, ijac201412403u5, ijac201513105x4, caadria2015_067m8, 4729, ecaade2014_195w50, acadia14_565n, 7f57, caadria2016_683x29, 77ff, cf6b, 496e, a8f8, 2625, 8124, a6cc, ijac201513102a2, 75da, 8d63, 76d4, cfe7, 029a, f20a, 1be5, acadia14projects_81n, 337d, 6313, a310, caadria2017_056w18, 550c, badc, dbe7, 9003, 4cd3, ecaade2015_237n54, ijac201513104u3, sigradi2016_360cc, 5bfa, 540e, 0724, 54d4, 7048, 17f2, acadia14projects_317u, 37cc, b33f, d8f0, caadria2017_056h19, 283b, ceaa, 9891, f813, 31cf, ea58, 01d0, 1a55, ceee, 06eb, 93a2, 759e, 0b52, 991b, 065e, 924f, ecaade2014_194s49, a459, 1b69, 0c9b, 0f0e, 3245, 31cc, 92d0, b20c, c436, sigradi2016_690e, 6cee, 345f, acadia16_382w23, a16a, f547, caadria2015_016p3, 2bd7, 878e, 8074, c106, de81, 7042, ijac201513206n9, d9bc, c28f, f76a, abc9, b5a4, ed1f, 8576, 6b47, a548, de0d, ec41, acadia16_184y12, acadia16_54s3, 923d, f556, b708, 983c, ca9d, c1da, acadia14_347aj, 8c96, e4ed, caadria2017_174o42, e93a, 99c5, ea0d, caadria2016_713v30, b089, caadria2016_105a5, 4fd7, df25, ecaade2014_152k36, b491, 5c52, b88c, 1da4, sigradi2014_144z2, 5d9f, ecaade2016_068o17, ecaade2015_227w49, 613b, ascaad2016_045x18, 7c65, 0624, 8c6f, 3360, acadia14projects_627as, 886f, 52ea, caadria2015_190l28, 188f, 7c6d, acadia14projects_281w, 2fe6, c774, f50a, 7bea, ef5e, 4186, ae8d, 04cf, 04c1, 9023, 8bb2, c83c, 4812, c22d, 553b, fca5, 328c, ea3d, 151c, ecaade2015_144k31, 19fb, a956, be55, 8c78, 2807, b9a0, 6875, 50a5, 0eed, 0be1, 923a, bc47, a91d, caadria2017_029n10, 99b2, 31c5, sigradi2014_042p3, 7854, 0548, 34ce, 0161, 1d48, ecaade2015_53u9, 5c1c, 89f9, 856b, 4517, c66f, da21, 3bcc, acadia14_445ak, c2bf, 58c8, 2e39, d311, e6dc, 786a, 2a1d, ae5a, f927, ceb2, e5ed, 241f, 1304, 82e6, 32ec, 3ce9, 3aea, 7777, d49f, caadria2016_105x4, acadia16_478p28, 24d8, 5152, ascaad2014_019r2, caadria2017_175b43, 080f, 4d6a, 5c43, 1cb4, 3b1e, d995, 0167, 7620, f256, e267, 8b44, 141f, 8ed0, sigradi2016_537a, f53d, ecaade2016_130m36, 92e2, aa98, 1551, 1c0f, ecaade2014_067d16, 64cd, 5ea0, 7a30, sigradi2013_248a, 5061, 95bf, 739e, 3461, 65a4, 5e1f, sigradi2015_3.111i3, 9db4, c7b5, ecaade2014_139b31, 7c40, d73c, 2fbc, 9dac, a32a, b85f, ascaad2014_023t4, 20c2, c5af, a47b, ijac201614302t1, sigradi2015_12.297k28, 7b72, ecaade2015_329n71, acadia14_167x, b45a, 31b4, ecaade2015_86f17, 7ea5, a6c2, ecaade2014_120k27, caadria2015_194u28, ecaade2016_217l55, 06e6, 7982, acadia14projects_81o, 6403, e594, bbf6, 0d18, 843c, 4e84, 2cea, 024e, 6861, 42ec, ae62, 48b3, 20b0, 8412, 10b4, e038, 9ec5, caadria2017_163e41, 17ba, 6f8b, be59, 085a, aa60, a104, 6fd7, 2a01, a970, b4a5, c277, b13b, 5f8e, sigradi2015_10.74o18, e289, 5612, 0650, f986, e3b5, cd97, 9f30, acadia14projects_565w, 790d, ascaad2014_010p5, f907, fe4b, 2ce7, 2c7a, 8f29, 55f6, a7d6, a288, acadia14projects_117ay, 07fc, acadia14_661o, bd2c, ijac201412404z7, 7f1c, b98a, 4e45, 8475, 521b, 20e4, 8cd2, d2be, 4642, 431e, 4ed0, 5e6d, 9bb1, 0fc3, 5010, 8ad2, ecaade2016_223l58, 78b2, 0dd1, 4d26, 0b4d, 6e96, 6c89, 0848, f014, 53e6, sigradi2013_43u, b022, 473e, 8bd2, 70af, de4b, bfcc, c1a4, 9960, 09cc, b087, 5308, 2640, ijac201614201f6, ecaade2016_147x40, 879b, sigradi2013_268g, 29af, 0560, 2a3f, 76a1, 08a4, 65b6, acadia14projects_33ag, acadia14projects_115al, caadria2016_167d7, 00cf, caadria2015_081n12, caadria2015_172i26, fb21, 1793, 27ef, 8c74, 240f, 659f, ab92, 5911, 2ccb, caadria2015_109a17, e4f3, d194, f043, fb67, 353d, 7422, cc1d, b535, 7858, 07fb, d4b4, acadia14projects_257aa, 2128, 1231, 592e, 50d7, 438b, e0a6, 05cf, caadria2015_087o14, 2a30, c738, 5def, c791, 7721, 8b4a, caadria2016_343i15, ef18, e4d7, e014, 5b42, ab79, 70fe, caadria2015_108m16, acadia14_357at, acadia14projects_719k, eed9, 476a, ad99, sigradi2014_345l8, 7733, 34a8, 8221, ecaade2014_220f56, 1dc6, 26d4, 3902, 2784, 4cdd, ecaade2014_187e48, bbac, 5767, e9b8, acadia14projects_101u, c08c, 8e74, dc84, bf99, ijac201614103t3, 5734, 15d2, aed4, 94cf, 55f2, 560b, 131a, 9336, acadia14projects_619ak, caadria2016_851j36, 59a6, 0fd9, 1776, 40f5, c79f, d9fa, 927f, aa29, 92e9, 8b9e, db45, acadia14_125ae, 4b29, f662, be72, ecaade2016_167v47, ecaade2016_243s64, 07b7, db1e, 58d8, bdaa, caadria2015_081u11, 4852, 0f62, fe66, ijac201412203w1, b207, 3b28, 7687, 1399, 18d0, d035, 7eae, sigradi2016_450qq, 7766, 8767, 6d59, 7c45, acadia14_101ai, 918a, acf3, 69e7, d578, sigradi2013_28, ecaade2014_175r43, 41a0, c4c0, 848d, ecaade2014_009a1, f964, ab71, acadia14projects_135s, 4079, f168, 3cd1, 7ff0, d1d1, 537d, 9cfd, d286, f8b6, acadia14_237ay, 4875, 39a3, 3f5e, cb74, 11f7, 0357, e912, 59f1, e00d, 619c, 6718, a75d, ecaade2016_139b39, 9f4c, ijac201412205u3, 0c56, ca7b, 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ascaad2016_042y16, 6755, 71fa, ecaade2016_079s23, 8d1d, b76d, f3da, d6ea, a813, 765a, a1bc, 5e4a, ecaade2016_077s22, 9cc4, f6dc, 9815, a1be, b963, d948, f88c, sigradi2014_265l1, 8dd5, 1cb3, 3d9a, b704, 4ab8, 4901, ecaade2016_065w15, 0260, 5a75, 1cf5, 745d, 70a0, 6858, d6ae, ecaade2015_138p28, 4369, cd9d, 1ca0, 67f6, 9fd1, c754, 287b, ascaad2014_005n3, ecaade2015_11h1, 9b39, d10b, df8d, 7fbb, 9ec7, 63a3, 5957, 31f5, c532, c55d, 39c9, sigradi2014_047i4, acadia14_101ap, ecaade2014_214t54, 1641, 2389, 7338, 81fa, 8258, edcb, caadria2016_683v29, acadia16_280u17, c96c, f483, 4c51, ijac201412304d1, acadia16_478y27, 133a, ijac201513205l8, df28, cfe3, acadia14_531w, 4c68, c11c, sigradi2016_737y, f6c3, 270d, ascaad2016_012p5, c6c8, a537, 67d2, 6134, 6426, ecaade2015_114r22, 9ae5, 6266, f058, ccb8, fd66, 4cbd, ecaade2016_067f17, 9f86, 0ec6, 38f1, acadia14projects_671k, acadia14projects_153ar, caadria2017_096e27, 53af, 29a3, 5e05, 56eb, ba05, 7d93, 72cc, c26b, 9f8d, 1740, sigradi2013_111u, 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2a56, ecaade2015_237m54, 915f, 5c2c, f4ea, e9b9, f4f9, b788, dba2, 7f86, 30fb, 46a6, 3c02, sigradi2014_197u6, 51c7, c349, 1979, 12c6, cae1, e11d, ce62, 7ab2, 6f45, 3c5a, 3ba4, d6b3, d190, 87a9, sigradi2015_3.212j4, 2a1f, acadia15_47f1, 48fb, sigradi2013_342s, 82b5, 606a, 7729, 7e4a, 42dd, ecaade2015_122m24, 25d7, 4463, bbd8, 2fcd, 78bd, 5c1a, b857, 574e, 634d, 4776, ijac201412303b8, f42e, acadia14projects_357ay, 6717, 5f74, 5a01, ecaade2015_286a63, 1c52, ecaade2014_038c10, 25b5, 9dc2, 23b0, 5ba6, acadia16_88t6, 021c, ascaad2014_029o8, de62, ijac201614305s3, 7431, 4927, c893, 55d3, c0bf, c5f8, ff5b, 0197, ecaade2013r_006r4, ddff, 5805, c3b9, 947c, 274a, ijac201412304n1, eac0, ascaad2016_038y14, caadria2017_142r37, 4f2a, 48a8, 774b, 4c87, 348b, aefa, ba7c, 3391, ecaade2015_278p60, acadia15_137i5, deeb, f02d, 109e, a03b, acadia15_443b19, 4d83, 5e74, fcaa, 51b1, 8be6, caadria2017_123g32, 1d0c, 8e59, cbe8, ecaade2016_046z12, d806, sigradi2014_345b10, 84a6, ecaade2014_086u20, 70b0, 88a2, 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ecaade2015_178i38, ecaade2015_318v69, ecaade2015_319f70, ecaade2015_196x41, 3984, sigradi2013_401n, ecaade2013r_004f4, caadria2016_713b31, cd39, c6b8, 698c, 8609, 817e, ecaade2014_038r9, 4a29, ijac201513206r9, c8b1, 0189, 531b, 8066, caadria2015_060x6, c6e4, e4b6, 2554, 9320, 4159, 3354, 38eb, 561a, 418e, f7ad, ecaade2015_196w41, 20ef, c3fd, e68d, 161a, 1339, a1df, acadia14_281z, 4a22, 2e15, caadria2015_014l2, 69a4, 9bb8, a25c, ecaade2015_87r17, aa9e, f1f7, ecaade2014_015t3, 4c60, 291b, dacc, a311, ascaad2016_030e12, 0da8, d905, a0fc, 8ad4, 2204, 063e, 118e, 19ef, da15, acadia14_101z, 3ca1, 7bd6, 15c0, cfbf, caadria2017_115o30, 8868, fc15, sigradi2016_637z, sigradi2013_313p, 02dc, 9349, e0e9, 3963, 15b4, 299d, 16e9, c9f0, be04, 3516, 8858, 60fb, 8248, bd3d, 5b57, c736, c42e, 6e6b, e974, 1387, ffcf, 322c, d64d, caadria2017_096w26, ce4f, cb60, 8389, a2c4, acadia14projects_339y, c0db, 20f5, ecaade2014_173z42, caadria2015_087e14, ecaade2016_018u4, caadria2015_114d18, 516e, dbba, 1c48, 0e31, a654, 7f0b, 5903, ad56, 44a5, ecaade2014_022x5, e7d6, caadria2016_871k37, 7849, 6762, sigradi2016_807kk, 04e4, acadia16_106i8, ijac201614308b5, d02c, 67d6, 65e1, 41f8, 7128, ecaade2016_222a58, 01b6, ecaade2014_145i33, f11a, sigradi2016_807jj, d10f, 5741, e60c, b877, aba3, acadia16_140a10, sigradi2013_30a, eaf3, d2a2, b015, 4bcb, 0924, 52a5, ecaade2016_185y49, cb73, 4b6b, acadia14_435av, acadia14projects_357au, 1053, b78e, caadria2015_139p22, 551d, 6835, 0829, b8c7, sigradi2014_021u1, dd88, e4da, 5c9b, 010f, 6259, d9a4, c665, acadia14_655aa, 69bd, acadia14_619ar, 22de, 77a9, 1b2f, ecaade2015_177c38, 0a98, cf32, f01f, 3f65, e6a3, 59ba, caadria2015_203p29, sigradi2016_515e, 5516, fd0a, e476, e6db, ecaade2015_202l44, 1dfa, 84eb, 498b, 7d22, 720a, 6cab, 67dc, b6bc, beeb, 861f, 702a, a555, 7a23, eccc, cff5, 67e2, e618, caadria2017_174n42, aa04, 6fc7, 5e5d, b8b6, 64e2, 5ed7, 73e5, 3358, 9c95, 9ab6, sigradi2015_sp_8.6h30, caadria2015_016g3, 316d, 10ce, 9c7b, 6b1b, e55e, 5287, acadia15_57u1, caca, 6ab9, 4fc5, 96e9, 7bba, ecaade2013r_007c5, ijac201412405j8, f0bd, b4e6, da6e, 8356, 6db4, 40fa, 4f98, ecaade2015_207s46, 96e0, 7990, f447, ff7f, 15f5, 951f, d1e0, 2a06, db85, feb9, sigradi2015_11.196h26, sigradi2013_401f, 0f8d, 9e93, caadria2017_190k45, ijac201412303y7, 3ba3, a1ad, bbc7, 2f76, 2b32, a13f, acadia14_291at, 859b, 4e67, acadia16_12o1, 4014, 99d9, ecaade2016_216y54, 19e6, 20ff, 94c1, ascaad2014_025h6, 10d2, ecaade2016_144n40, fe2f, bf70, e802, ecaade2014_070i16, ecaade2014_024l7, ecaade2013r_004s3, sigradi2016_803cc, 155d, ec29, sigradi2014_032b2, bc96, dedc, 9ff3, ecaade2016_118v31, de9f, 91ed, 9d53, cdc6, ef8c, ca98, a774, 2d02, fc68, c6e8, 0159, 4b3c, f8b9, 0b36, a24f, sigradi2015_10.309r21, 3a7f, 5b5d, 73db, d7e0, 2bc2, b729, a095, c457, 7d0d, ecaade2015_171p36, acadia16_470o27, bb08, acadia16_244o15, 5a21, dd1b, 92e4, 2ad6, ijac201513206d9, 2d30, c42a, 8ddd, f43b, 0036, ccca, 319a, b93a, 3ff8, 80a4, 41ef, b6ec, 6cfd, acadia14projects_671t, b515, 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c32e, 97ff, sigradi2015_10.267s20, ijac201412205l4, 7dc8, 5dc1, 92b2, 9ba8, ad93, 47aa, ascaad2014_021y3, 83dd, 473c, 1aa0, 7520, d6b4, ascaad2016_045d19, acadia16_72y4, 89af, a081, 7ee7, da25, 8d6a, 5384, 0f45, abd8, sigradi2014_239g9, sigradi2014_189k6, ef70, 22f3, sigradi2015_9.152m16, 0611, caadria2016_651f28, 539a, 17cd, acadia16_280t17, caadria2017_017m7, 0471, sigradi2013_32n, ecaade2014_016w3, 63c2, 0689, ecaade2014_095s22, d864, aaa9, df03, 7ef5, 69e6, ecaade2016_045l12, a289, c355, 8880, 11e6, caadria2016_725f31, 526b, acadia16_326r19, d71a, e6c7, 6f97, ijac201513104z3, 2286, 7a92, 4678, a724, 2093, 61eb, e749, ecaade2015_294n64, 6c8c, 2889, 0f4d, 50c7, caadria2015_043f5, 56c9, 18f4, 9d07, d32a, 6d72, ecaade2015_233u52, 6d3c, 8682, 6502, 651c, 1b53, ffc8, 13a0, a399, caadria2017_002j1, 5adf, 45de, 8b81, sigradi2014_169o4, 658d, 7cb7, ecaade2016_075j22, f7d4, bf5f, ea22, sigradi2014_281i3, 91d7, 49c0, 629e, e78a, 8a2e, 9639, 17ad, 5e39, ecaade2014_012o2, 94ac, d8be, 2538, 1bef, 9633, 9a43, caadria2016_851t36, 0340, e19d, c891, 1438, ebd7, sigradi2016_448ff, ecaade2014_168f41, sigradi2015_8.264p14, ecaade2015_53t9, 6879, 4e37, acadia16_478i28, f0a3, 7aa0, ecaade2015_200r43, sigradi2016_815bb, ijac201412408t2, 6845, ijac201614207v11, 9804, 52b9, 365f, 479e, ijac201614309o6, c669, 7339, acadia14_339y, fe9c, 8e8c, ecaade2016_021t5, f85b, 7125, caadria2017_168w41, ecaade2014_149y34, cfc6, c540, 3634, caadria2017_145i38, bdd3, 82e3, 0462, c54c, caadria2015_176p26, 2369, caadria2015_010z1, 00e6, 94c3, 9ed7, 0625, f291, f6e8, 0207, caadria2017_067k21, 5344, 7ce9, 23b1, 5680, 2917, 171f, aa13, 717f, ff12, a9f4, sigradi2015_6.42y7, 9921, acadia16_290e18, 7a6f, 954f, 2dc5, 4d21, ee64, b866, 8b3b, 1de6, d211, 1b56, 269a, acadia14projects_479c, 4f9f, sigradi2014_213m7, a751, 5174, 9b34, ecaade2015_115w22, 554e, d3a9, 825d, 0cd8, ascaad2016_018j7, caadria2016_871s37, a9d0, dd7f, acadia14_619z, c252, 3e00, fded, 4f3d, 288b, ab87, 25f6, caadria2015_122m19, f0a4, a00c, 5da5, 16a2, 3662, 23c5, 1b2b, a4a4, fea3, e961, 9182, 3f3c, 2760, caa7, 4557, ff65, ef7a, fb5d, ebe9, 09a3, 9cc7, 7c4f, acadia15_263d11, 2146, f7b6, 3434, be68, 64c5, 9fa7, 3e41, 0715, 7a9f, a255, f96e, d8ff, 4986, d97c, 1fa2, ascaad2014_033x9, 29bc, 81f3, acadia16_24v2, ecaade2014_042r10, 5118, 1d98, caadria2017_122v31, 75f9, 64ae, 5bbf, 5175, 8c4c, e85b, 863c, d126, 091f, 6d92, 9be3, 51d5, 1262, 4f84, 85eb, 296b, 06e4, caadria2016_157u6, a125, 6be4, 0fcc, 82c2, 2844, 9bf1, sigradi2013_267d, 5fa0, c574, 5bfc, b892, a3a3, 713d, 3490, ffe0, af55, 6050, 8eb5, 71d1, 87d2, 6f60, f4a9, sigradi2014_074o6, de27, acadia14_301h, d053, cbcf, 427d, 4b48, sigradi2015_8.47d11, 1d2b, bbeb, 5429, 2a31, 0700, 0a05, 2b1b, 02f7, 61d3, caadria2017_104b28, a47a, e9ea, 8329, 1310, caadria2017_165y41, ee12, 26a6, caadria2017_005u3, f718, 0995, 9d33, 56e9, b8d6, cbac, c61f, 53b7, 3d83, e561, 9d88, fdfc, 75c4, acadia14_219av, 8220, c7d8, 8aa1, 20cc, 42cf, 22a8, caadria2017_086m25, ecaade2014_208f54, c990, 7051, 67c2, 13c7, e2f7, 3e36, 9612, ecaade2014_237b61, 6b37, ae92, 3754, 1e25, 651b, 6501, 32d9, 709f, b6c7, 91e6, 9d8c, 0c21, 3180, 7d0e, 794b, 07c2, sigradi2015_3.190n3, 3ac2, 06f7, 4878, 9ba4, acadia15_333u13, ijac201412303p8, 07a5, acadia14projects_487g, 8c34, 84a2, 2820, ecaade2016_162n44, 73fa, ecaade2014_024d7, cad8, 1adb, ijac201614205p10, 89f5, 4bc2, c021, ascaad2016_032p12, 3d07, bf3d, acadia15_357i15, 41b6, c99a, 1f9f, caadria2017_023j9, ac42, 9c42, 59b3, d84b, acadia16_106l8, 0d92, 9fca, ecaade2014_084u19, 767a, ijac201614202k8, 26f4, sigradi2015_10.144u19, 16c6, 04f3, 7a3f, caadria2017_003t1, acadia14_301f, 1389, 64bf, 2011, 312a, 1ecd, 46bf, cf4c, sigradi2016_443yy, caadria2017_118g31, acadia14projects_699s, ffd4, 348d, c1de, 0d3f, afcd, b1bb, sigradi2016_455e, 75e6, ascaad2016_023y9, 216b, 15a7, 145f, 287d, e889, acadia14_479au, aa44, 5f83, 477b, 9f64, 0628, b711, fe3b, 6b64, 75b4, ijac201614207t11, bc92, caadria2015_181d27, 817c, sigradi2016_515g, bdad, ijac201614208x13, e827, b6c3, 02b6, sigradi2016_814f, 1808, 0499, 9731, f4e3, ecaade2015_243v55, 9b36, dc78, b418, 6538, 04be, 523e, 8cbb, 326e, 6cf4, 138a, 137e, sigradi2013_194z, ijac201412403m5, 4970, 6fc5, cf57, b6d1, 0234, 7851, 83dc, ecaade2016_072g20, 73b2, e9a8, 1bb7, 3925, a0b7, ecaade2016_102w27, 5d2c, a568, ecaade2015_17l2, e6b2, c2ab, 7186, caadria2016_601o25, 2121, f357, 40b7, 3ee4, f649, 269d, 2fa1, ecaade2015_53b9, 0044, 98bc, ecaade2015_171h36, 2739, sigradi2016_524bb, c6c9, ea79, c38e, ecea, 910d, ecaade2015_229x51, 763e, e03b, 87f0, 8a94, 0579, ecaade2015_237i54, 7822, 49cd, 38a0, 8841, 4582, acadia14_609ai, sigradi2015_8.264h14, e6c4, 13e8, ascaad2014_020t3, 71ae, 6632, ecaade2015_173e37, 046c, sigradi2015_11.142h25, 25db, b24a, caadria2016_167l7, 1aa7, ee0b, 32fc, ecaade2015_138y26, b9e4, 4297, a174, 3fd4, fabb, caadria2015_203i29, sigradi2014_186y5, 7d5f, de55, a33d, c2f7, c8ff, caadria2017_005y2, ecaade2016_170o48, 7848, a0b0, 717b, 25e1, ecaade2014_206z53, 6fa6, ecaade2016_077t22, 29d7, afa3, ee0d, 3fbd, sigradi2016_815w, bc31, be19, 1113, b774, a3eb, fab7, caadria2016_819j34, 86f5, 7e56, 6417, 9478, 8603, acadia16_62z4, ecaade2016_046b13, 5647, 4549, 3bee, bbda, 198a, 72b4, sigradi2016_627h, 46c0, 263c, 2cdc, 8df2, ecaade2015_129j25, cdaf, 0d7d, 0937, a833, 5525, e27c, 2d27, 27fe, c7e0, 72a2, 2940, f77a, d1c3, 4489, 4e49, 51ed, 5d2b, ac4b, 8de6, 939b, f321, 9cae, e308, ecaade2014_016b4, 1848, 55ce, 7319, acadia16_260o16, 6f4a, df54, acadia15_161j6, f8a0, 1a95, 88c3, c149, ed10, 30d4, 666c, d60c, sigradi2016_407s, 8791, e1f6, 35a6, 0f6e, 8293, 2637, 4add, ecaade2015_138l28, 234a, 8c75, e285, 49e8, f079, 0b2f, 54e3, f425, 722c, 772a, 24ea, 6536, ecaade2014_239n61, 1f73, ea67, dc4d, 41d1, fb35, 71fe, eae3, 51a1, sigradi2014_074f6, 15ce, 9a46, 40ac, ecaade2015_202r44, 551e, 3e1a, acadia15_110a4, 3795, ijac201513202i6, 24de, e87e, d200, bf51, 42e5, ijac201513205i8, 0c8d, ecaade2015_336y72, caadria2017_132m35, 60f4, a674, f369, b26e, b540, 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ecaade2014_100d23, f272, 60f9, 8d1c, acadia14_539e, sigradi2016_801z, 00f8, 84e6, ecaade2015_301w65, 9db9, e3d8, 7289, 8ef9, b36b, 3918, 9412, ijac201513303j11, 2473, 4ed2, 54c8, 4ed3, f9ff, cb85, 20dd, b204, 4569, cfe0, acadia14projects_719s, 40e1, 5cc8, 0e82, 874f, daeb, ecaade2015_61s12, c271, acadia14_247y, ecaade2015_247d56, 70d5, dbc4, 1d2c, c60b, 6113, ecaade2013r_004v3, ecaade2014_176n44, acadia14projects_549s, 23c0, 197b, 2df4, ascaad2016_035n13, d8b2, acadia16_382s23, 372c, ascaad2016_021l8, c5e6, ijac201412408w2, 61e6, 60cc, 729b, 3f4d, 040c, ijac201513101o1, 1114, 2031, acadia14_719g, ecaade2015_81r15, caadria2017_051w16, 970e, b5c7, 0b3e, 96e5, 6d70, acadia14projects_347av, 798a, ecaade2013r_003g3, 2dfb, fc39, f606, 3cf9, c4a9, ed9c, caadria2017_030a11, sigradi2016_448t, c5ba, a9ee, ijac201614204a10, 4c9d, f4fa, 5d62, 220a, 61f7, 6c79, 1ffd, ecaade2016_016d4, df3b, ecaade2016_078h23, e024, 0935, sigradi2015_sp_8.284o30, 94e0, ffad, 6d24, acadia15_451p19, c8b7, ascaad2016_007y3, 5dfe, f391, 9228, 9cca, ecaade2015_317f69, sigradi2014_345u9, a71e, 6c4c, 2c35, sigradi2016_615aa, e2c4, acadia14projects_135y, c1f5, 6a72, b36f, 749d, 51f5, 0253, dde8, e6c1, 2d89, 6450, d129, 9472, sigradi2014_047r4, 80c7, a0ab, f9d5, 719b, ecab, c7f6, ecaade2016_129g36, b07f, 32ae, b37d, ddf2, de4e, bf41, 5d50, 0957, ee18, 2676, 6783, fa5c, 250d, ecaade2016_011d3, b50f, ecaade2015_175n37, 6d76, ecaade2015_230n52, a584, 61b5, d505, 63f4, ijac201614305k3, 45fc, ce2a, sigradi2015_sp_2.112j29, ecaade2014_029f8, d9af, 9caf, 6b8a, d245, e4ef, 73ce, 6b70, ecaade2015_268x58, b557, 1e9e, 3313, 0d27, ijac201412408l1, ecaade2015_285f62, c54e, 7701, ce88, 8022, b198, 33a3, 6ae3, acadia14_523as, 6ce7, f8ab, 8c39, 463b, b870, 72d3, ascaad2014_006z3, 7d6c, 0a77, sigradi2015_8.264i14, 6507, bcb2, ecaade2013r_013x7, ecaade2013r_011h7, b1dc, c468, 4b83, 4c3a, acadia14projects_339az, f825, 18c6, ca2d, bff6, 66f9, ab8d, 4ba7, ff87, 93ae, c2ec, 26d3, ecaade2015_205e45, 7b84, 4c17, 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2481, 78ba, caadria2016_601c25, 118b, 9660, 59ea, 3dde, 342f, d746, 8fad, 25a3, 89e8, 4a05, 3589, 5fb7, 5ee9, fe5c, fbce, e646, 0d07, ijac201614303j2, 9434, d7b0, 1690, 5c1b, sigradi2016_816ss, ijac201412206a5, 18c2, 070d, e5ef, 4e61, d595, 3084, caadria2017_003r1, sigradi2016_627g, ecaade2015_303x66, 0e64, caadria2016_023o2, 945c, 624d, 3b13, edbb, 303e, 0d9b, a015, f53f, caadria2016_209v9, 7217, e46f, 5668, ijac201614203f9, 2143, d297, f1fb, b9bc, 5a25, abe2, 9324, f963, 47c7, 36c6, e0bd, 0a06, e79e, 112a, 1e53, 1b77, ab88, 4a66, fdc7, 2422, e84f, 44a3, 8616, 4e6c, fdfe, sigradi2015_12.107g27, 56e7, 60a2, 5011, ecaade2014_054t13, 7471, fa07, c35a, d754, 0d39, caadria2017_183j44, 3a97, 92cb, f166, 14df, caadria2017_058l20, 1502, 19ec, 8b5c, 8175, eb47, cb20, 417a, ecaade2013r_007b5, caadria2015_162w24, b825, 8a39, acadia14projects_63av, caadria2016_851d36, 9a0e, acadia16_478t27, b53a, ijac201412307g3, 18cf, bb26, 1a9f, 4863, 965b, 44c0, 73ea, sigradi2016_637w, c280, 8095, af1d, ecaade2015_241f55, ef71, ce37, 81dc, 9bdc, 52b8, acadia16_154n11, 4442, 2056, 6b5c, 384a, 3b78, caadria2016_487j20, 49c2, 6894, 5fb9, 3e53, 94a0, ee99, 711a, e538, 8bc1, e701, ascaad2016_039t15, b9de, 3267, ef04, eb58, 098c, 0412, ecaade2015_61e12, sigradi2013_425, ecaade2013r_019b10, 7344, ebc3, 8a78, fcbc, c02f, 13c8, dcb0, a28c, d1b2, 33d4, 1040, 44d6, 032c, 8c38, bbf7, 18bf, 407d, acadia14projects_153b, e09d, e9c4, 6b4f, e745, 0aa9, d189, 1f83, 8a32, e236, 86ed, 050b, 2880, 7254, 6f10, f67a, 89df, 1d37, c059, 4057, d7f1, 0347, 8c5a, ecaade2015_33c6, 9f3b, 7954, 1e16, cadf, f32f, f9e1, 53ed, b5c1, a26d, b274, 74d6, 0a18, f81b, 7ba7, 208c, 7809, 575f, acadia16_298h18, ecaade2016_085k24, 8916, ijac201614305i3, bb3d, b031, 43d4, 8744, acadia16_488x28, 9bcf, fba0, b023, add0, b48d, 735b, 6a3a, d888, 0aa2, ed14, acadia15_57l2, e6c9, 71e4, 894c, acadia16_450m26, 97c4, ecaade2014_018a5, c0fa, d759, 95af, ecaade2014_019e5, df32, ecaade2015_59y10, cd6f, ddf1, cda8, caadria2016_579k24, fbd0, 166c, ecaade2015_293c64, 189a, 913e, e179, 24a2, 4263, cc8b, ecee, 88d4, 8515, ecaade2014_224v57, 862c, caadria2016_745f32, 2282, 0dd4, acadia15_69n2, 6f94, 8e22, d7ad, 53fd, 310b, 56c0, fdcd, sigradi2013_260k, d911, 2cab, 3db2, 3d5e, ascaad2014_024h5, 3947, 2099, 2fb6, 2fa5, 9e90, a313, 3be4, 1bfd, 00ae, b0d3, 9ace, f815, 81e8, 69a1, 7a57, a797, 47dd, fcfd, 7efa, 5ace, e27a, ac7c, 6d13, 8442, 43de, 436f, 41a5, caadria2017_125b34, ecaade2016_168j48, acadia14_619au, a559, 132f, 220c, ascaad2016_057x22, b802, 622b, 3387, 6b17, c9a7, d229, 5de3, 10a4, 6a3e, 7f82, 58f6, ecaade2015_194u40, 7e26, 2d35, sigradi2016_417mm, 3e7b, e3f8, 2c1d, ascaad2016_041n16, sigradi2016_696x, 81f9, 8f88, 7fbd, 9ea7, ecaade2015_233i53, 6f72, 2f64, 9299, b57d, 4c29, 8365, 07a6, 70f8, 0cba, 8470, f62e, ascaad2014_028t7, cd99, ac22, 1653, 8618, 502e, 0c3f, 40ad, 0514, 933b, 6c64, 5f06, sigradi2013_155, e185, acadia16_164t11, acadia14_53n, acadia14_53m, 0295, a578, acadia15_407j17, b7fd, de37, ecaade2016_171d49, 764e, b842, ijac201513201e6, 2ff9, 144c, 8e27, 389c, 2386, a211, d88f, fa30, ecaade2016_166i47, ac21, 4e4c, 2a4a, ecaade2014_152g36, a983, 0446, cfce, acadia14_555l, 0444, caadria2017_058f20, 1547, d8a5, acadia14_135l, acadia16_140w10, 7e6b, d644, 3f5a, acadia15_297f12, c24b, f829, 49e1, 3106, acadia14projects_189a, 0fa1, caadria2017_145r38, ecaade2016_129s35, 5bda, 0caf, sigradi2013_304e, ecaade2015_231s52, d1a7, a091, c8e1, 3edd, ece6, 009e, sigradi2015_4.219d7, b3c7, 0789, c8f0, 3292, b329, 2287, 6df5, caadria2017_003a2, 578b, f96d, f8f7, 0f2e, ijac201412403p5, 2677, 72db, d756, 42ee, 15c2, 62f9, 6938, 3272, 7796, b2c1, 0e3e, ef74, 3120, 3a57, 686c, 9fc6, aa42, 8e7d, a80c, 486d, 8c94, ecaade2015_172d37, 99d0, ecaade2015_138e28, b6ed, d3d7, caadria2016_291n12, 4e78, caadria2015_117u18, 927c, ecaade2016_147o40, sigradi2013_414d, ab58, 10bd, acadia14projects_347an, 94ed, caadria2017_165s41, c06b, 099f, 77c4, 10e0, feec, caadria2016_673c29, 58c1, 9b5f, caadria2017_189f45, sigradi2015_11.8t23, 3a86, sigradi2016_522v, 9bb5, caadria2015_078i11, ecaade2016_032r8, 4260, 1595, a3a0, ecaade2014_195z50, 5a9d, a1f2, 91e0, 09d6, b763, acadia14_117az, ascaad2014_014s8, 30fa, 5636, 359f, 9987, 200b, 5fe8, da1d, ecaade2015_158g33, 12c7, 4bf9, cc68, ecaade2014_066j15, 1c8d, 4028, 6f31, 6cc6, 696b, 161d, fabd, 2b51, 580a, 1ac8, c2ad, f99a, b1fb, 8a50, 7f3a, ea21, fb05, 7bfb, caadria2016_819i34, 07a1, b46c, ecaade2016_046c13, 76aa, f064, 3086, acadia14projects_291aj, e969, caadria2015_077z10, a15e, 6480, 10a2, 0d84, 5095, b8f0, de04, caadria2015_114r18, 50a0, 09d0, 8ff6, c9b7, acadia14projects_131ap, a9ad, f316, 8c40, ascaad2014_030v8, 2109, acadia15_137n5, 6a1f, 3683, a9cd, ecaade2015_301v65, fa2c, sigradi2014_045d4, 39cd, ijac201412206y4, 64c2, e9d3, ecaade2015_118r23, bf8d, ec19, f897, ad85, ec2f, c696, ecaade2014_071c17, ecaade2015_178f38, acadia14_681al, ascaad2016_043o17, 0f9b, e6ab, 21cf, 1552, 1981, 3c47, 0644, ecaade2016_073e21, 6ce8, ijac201412205s4, 570b, f2ae, 7913, 0b2b, 0dd3, fb99, e8c1, ecaade2015_127e25, 74aa, 75b2, 4835, 3422, e0cf, 7005, 7f61, 7d7c, 9302, 7536, ecaade2015_273h60, f2ec, ecaade2016_095c26, 65e0, 318e, 033a, dde6, efe1, c910, 5630, acadia14_375n, a342, 289a, c102, 3e92, caadria2015_162x24, 72b1, 98c0, 738c, 9a67, ecaade2016_mrth66, 3d80, 6587, sigradi2013_41r, 9bfb, 167c, 9643, 21ca, d78e, caadria2017_189h45, 4dcb, f9a0, 4b89, d57e, 4dd5, e6ec, 1455, 2847, ab05, d8c5, ffd5, 40c9, 2f91, 4dc6, 6cc8, ijac201412302s7, 1dee, ea64, acadia16_424i25, 4aae, f732, 1289, 1907, b4f6, c97a, d877, sigradi2015_6.42w7, 31e0, 8852, 01d3, c162, e085, sigradi2016_431q, ijac201614304x2, sigradi2013_386o1, 1c8f, 6344, 38b2, 7b7c, fab6, 156f, a7f0, 735f, f20b, d823, 7923, f0b3, 40de, 51cf, cc3a, 0b0e, def2, 6ae6, 0516, b1d0, 19c8, ecaade2014_024i7, 64ab, a60a, b819, 6370, aedf, 7458, 0c7d, sigradi2013_194b, f162, bc63, f68a, sigradi2013_95r, 8551, 6449, fc49, 2300, e13d, af29, b982, 3ada, 5aeb, 272d, b6fc, 4ade, ascaad2016_008b4, 6e36, ijac201614305d3, e627, sigradi2014_109i9, 900b, f485, 7f11, 3fb3, f7fd, 7ef0, ecaade2015_59e11, acadia14_199am, caadria2016_373h16, 2926, 37c4, aa87, 7164, fca8, acadia16_88w6, 86f0, 4482, edc1, caadria2017_018t7, 8162, ascaad2014_026v6, f5ce, 75ee, 2651, 9545, 8a03, ecaade2016_230t61, 46b2, 2752, 6719, ba70, 1e58, acadia15_451n19, ecaade2013r_017c9, a621, acadia14_135aa, 1fb7, 1442, c9de, 3a1a, 1bcf, 887f, 97e4, 45c8, 194d, e9df, 8bca, 8310, 523c, b8a1, ee05, ecaade2016_136x38, ascaad2014_005o3, 6fb3, 8c2f, 8350, 5247, f4d3, b371, 8430, 1117, 2345, ecaade2015_287r63, fdf3, 7ae4, 5a7f, acadia14projects_609au, 3d0d, ascaad2016_020v7, acadia14projects_531m, f9d0, 2a5b, 811c, 23db, 57cb, ecaade2016_068j17, 233f, 95f8, 8b93, sigradi2013_135i, 1a5c, 5ce8, 46ac, ecaade2015_314e68, 5bf0, 1b7a, 685b, f2e8, ecaade2016_ws-dheritages67, d4ac, 104a, c999, 19a2, 4507, ecaade2014_176c44, 872a, cc57, 016e, 24d5, 685d, 246f, caadria2017_023a9, 14c0, c504, 0456, 77db, 7bda, 17b7, ecaade2014_086v20, d5ca, cc31, 3eb4, 23d2, ed64, 194e, 3346, acadia14projects_365ai, 340d, 2fba, 648a, 52a8, a592, 5baf, 1338, fa9c, 46f6, acadia14_619an, a312, 8dbd, dec3, caadria2015_081s12, ecaade2014_133m29, 787b, 1966, e258, 1add, dc06, afda, sigradi2014_345o8, 5ffb, 616f, 51cc, 33db, c647, 7d11, fc3e, f7d7, 15e5, df99, f0ce, b661, e680, 1fab, 36ae, 8a34, be47, 9b88, cde6, 54af, 2744, ecaade2016_243r64, 1b0e, ecaade2016_017p4, f83d, 9a8d, 0c65, 3e97, caadria2015_124a20, 060d, caadria2015_206w29, b3f4, 87c3, f52d, dfe5, ecaade2015_25m5, ecaade2016_129b36, 0f08, a1ab, a5bd, 1b5a, 5261, a33c, 7ad2, acadia14projects_479w, 7cf0, 0d66, b0c4, 96c9, 9fde, 4eff, 44c7, 28ab, 4630, b1b0, 8b56, 0494, ijac201513105e4, 839f, d7e1, f415, e647, 6301, 5528, acadia14projects_681av, ec1e, 373b, b0e3, c1bb, 671e, f738, 8606, b723, fce6, 40af, acadia14projects_579a, ecaade2014_052c13, ecaade2014_233e60, 1214, 25f1, aac5, caadria2016_373g16, ecaade2014_029w7, 744d, 6d06, 6608, e2ac, 02e9, f00d, 0206, 3660, 7085, 211f, ae47, 0c14, f183, 11b6, 3447, b9f3, dedf, df14, 705d, 64d7, 2974, 673e, cec1, caadria2015_114y17, 296c, b8ec, ecaf, ba44, sigradi2013_294r, 94fe, 56a1, d3c2, 1038, 3491, cf64, 4ab9, c599, 0c3c, 39cb, 286d, 4fb7, 8a75, f42c, ea74, sigradi2015_9.347w17, sigradi2016_357k, caadria2017_094s25, a74d, 7e81, 6ef9, 3a83, acadia14_619w, b306, 6f7e, dbe9, f616, 5251, f793, 862b, 84f6, b632, ecaade2015_22v4, b700, 3677, 3bcb, e1a4, 6371, b01e, 90a7, 7f37, 5610, aaf3, 0346, ijac201412402i5, 8568, e015, fa1f, 1ba6, 26ff, 3249, 5e98, b05f, 1a94, ac85, caadria2016_673w28, aa0e, ecaade2016_ws-intelligenty68, ecaade2014_066h15, 8aaa, acadia14_63ah, bd92, ecaade2014_108k24, 6743, 3756, 1d4a, 8a02, 009b, 64f1, a499, ascaad2016_023a10, a99a, 5556, 6372, 1f22, 4989, ascaad2014_017s1, 9b33, ecaade2015_273i60, 2d1b, e94e, 9619, 06ee, 38ae, 03eb, c0ee, 777f, 8c63, 9a86, e4ba, 02d6, de49, df92, 624f, sigradi2014_032e2, 4987, caadria2016_851v35, 49a7, beff, 4614, d9ab, 8627, 3206, ecaade2015_48j8, 5ea5, ecaade2013r_008o5, 63ca, a600, 0135, 966d, ascaad2016_022y8, 5536, 21d0, 25b4, 9f49, 11e9, 78dd, c4ab, acadia14projects_357at, f9b1, a07e, caadria2017_041w12, acadia14projects_291au, a250, 01f7, b40b, ac56, 8e3b, 8ba5, a5fa, ab32, 865e, 6a7b, ecaade2014_159j39, 2482, bbe7, dc89, 171e, ecaade2014_159l39, c8fb, 9fd0, a520, acadia14_327a, c519, f7f3, db91, 7e41, 44fd, 722d, ad3d, 87ac, 58ca, fae9, sigradi2015_12.215u27, ce07, 10a5, caadria2015_078c11, c906, 14a0, cc3d, ecaade2016_163j45, 8cc8, 8d72, c1ba, 6461, a5df, 2619, 4f42, ecaade2016_130u36, 0ed2, c0ad, ecaade2015_268c59, 0c34, ijac201513203i7, 142a, eb1f, caadria2017_008x3, bedf, 3348, ecaade2014_140j31, 9d4f, acadia14_189az, f09a, 7c64, 75fa, beb9, 1c36, d883, e526, 7d20, e66e, 4b5b, 26e2, eeec, ijac201513105m4, a4dc, 9a29, 76c4, sigradi2016_801v, a9c0, b874, acadia14_53k, sigradi2015_3.155k3, 5d64, f006, sigradi2014_266w1, f8d2, ecaade2015_55d10, 746c, c50e, 4164, 971a, 532b, 52db, 8224, bde4, caadria2016_703g30, 4e57, 37d7, 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