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 acadia13_319
authors Mehanna, Ryan
year 2013
title Resilient Structures Through Machine Learning And Evolution
source ACADIA 13: Adaptive Architecture [Proceedings of the 33rd Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-1-926724-22-5] Cambridge 24-26 October, 2013), pp. 319-326
summary In the context of the growing usefulness of computation within architecture, structures face the potential for being conceived of as intelligent entities capable of resilient, adaptive behavior.Building on this idea, this work explores the use of machine learning for structures that may learn to autonomously “stand up”. The hypothesis is that a neural network with genetically optimized weights would be capable of teaching lightweight, flexible, and unanchored structures to self-rectify after falling, through their interactions with their environment. The experiment devises a physical and a simulated prototype. The machine-learning algorithm is implemented on the virtual model in a three-dimensional physics environment, and a solution emerges after a number of tests. The learned behavior is transferred to the physical prototype to test its performance in reality. This method succeeds in allowing the physical prototype to stand up. The findings of this process may have useful implications for developing embodied dynamic structures that are enabled with adaptive behavior.
keywords complex systems, neural networks, genetic algorithms, actuated structures, particle-spring systems
series ACADIA
type Normal Paper
email ryan.mhanna333@gmail.com
full text file.pdf (570,574 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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31c5, ecaade2015_169d35, 8a82, e54b, 9ad7, 10e2, 8a3e, acadia15_137a5, 7167, 8ec9, 3e21, acadia14_101v, acadia14projects_101ar, 2c97, ce3d, ecaade2014_153p36, acadia16_244o15, c6fa, 596b, 76b8, d022, 3851, f59a, acadia16_164y11, 09be, 23f6, 3aa2, 730f, 3a3d, 18f7, 1a5f, ecaade2015_109b21, ecaade2016_152u41, 80f8, 3287, c991, ecaade2014_113z26, caadria2016_703f30, ascaad2016_048g20, 7385, caadria2016_601n25, 6802, b980, 24e4, f459, 55b0, 9b3a, 90e2, 21fb, 1c95, ecaade2016_168f48, df33, f061, a674, f907, 43e4, 1c5d, sigradi2014_201e7, d8ca, 8630, 74ed, 5828, 5c53, 77c0, 44fe, b4df, d1a1, f52d, 9871, 18a9, acadia14_247n, 4e44, 02ed, ecaade2013r_017x8, 2b63, 741a, fa67, 42a6, 681f, d5b1, ascaad2014_014j8, bb58, 5b1a, 10e4, 3e5e, e4cb, e7f6, ecaade2014_197j51, 431f, acadia16_12i2, 30ce, 2d0e, 3402, 1cb3, ae63, 21cf, 65af, c9a7, 2a08, b8d7, acadia16_116t8, ascaad2016_056i22, ed07, 5136, 82f3, b9c2, 0be1, e3a3, 85d6, d811, ba63, 476c, 1b94, 8ce2, 94d2, ecaade2014_168c41, ea6c, d721, 852f, 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cc2f, 7e91, b341, 9b69, fb25, 1145, 0e90, e99d, 0ec0, e719, 7dee, 4883, bce0, caadria2015_084c13, caadria2017_125w33, cda0, sigradi2016_446d, fcd2, ecaade2014_086v20, f670, acadia16_72j5, 9e52, 90d5, 955f, f139, 7da7, 0a74, 7f9b, e399, a5f6, 1f5f, 1d58, 1a51, 3a87, fc49, 278b, bd3b, 7479, 5e55, 7109, 50c5, 6022, caadria2017_031h11, 6322, d9c5, 5a10, 15cb, 9a1e, 3acf, ef95, ecaade2014_168j42, 3615, bed8, cda8, 2171, acadia14_357ax, bb1c, 198b, 5aae, 31db, ecaade2014_072i17, eff8, a652, 45cf, 64a6, c7bf, caadria2017_047x14, ecaade2016_210g54, 5508, 2585, e09a, ijac201614101l1, ijac201412301r6, 5d76, fce0, sigradi2013_303o, acadia15_211s8, d275, 91c8, caadria2016_085j4, eba5, 88bc, ecaade2014_239l61, 330d, 5270, 379c, 63ef, 446b, 2da1, caadria2015_073t10, 355f, 5540, c5d7, f244, 45e0, d4ab, 8030, e82a, 226c, 7082, caadria2017_041t12, 0569, e973, 5e4d, 0fb5, 0c6a, e15d, 2f09, 66b1, 12f8, ecaade2014_060v14, acadia14projects_497w, 5f0a, ee66, c676, 28c7, ecaade2016_162t44, ecaade2014_010o1, 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cca9, 6a23, 7b87, 02d2, 0c98, 8f84, 8644, 4249, ecaade2013r_002u1, b9cb, ecaade2016_140w39, c4be, f852, 3efd, caadria2016_445w18, 4b6c, dc02, 75c0, e5c2, 88e5, ecaade2016_154u42, caadria2017_094p25, 111f, sigradi2015_8.276y14, sigradi2014_141r2, 54c5, 6be7, 6738, 3964, c957, ijac201614405u3, 59cb, sigradi2014_074t6, caadria2015_157s24, 961b, 2c9a, b306, db65, b339, 496a, ecaade2016_193p51, ad0e, fca2, sigradi2013_117m, 9922, ad4b, ecaade2014_155x37, 075c, fa7f, b40f, 297b, 9afd, caadria2017_048p15, 2432, 8f27, 7739, 87b7, 50df, 41cf, f062, 07cf, ecaade2015_185o39, d347, bd65, 16b0, caadria2016_507n21, b74a, 6eda, fc21, aa23, 0371, d132, 9b99, 1e8a, 0e8a, d92b, caadria2017_056x18, caadria2016_395w16, da38, d529, 49e7, f2c4, dbdf, 1865, 2e9c, 1207, 8eab, 94b0, 38b5, 228f, 7453, 43de, beb5, ecaade2014_240o62, b08f, acadia14projects_317v, ecaade2014_044f11, 8bbb, caadria2017_040o12, 97bb, e019, sigradi2013_327u, ascaad2016_018k7, ecaade2016_217b56, 8bf0, 98e1, efb7, ijac201513203l7, c247, db63, 7256, 3f26, acadia15_123i4, ecaade2015_138e27, 26ef, sigradi2016_732v, c571, bdce, 55a6, 0f6b, 7573, ijac201412408e2, d628, 85fe, ecaade2014_230p59, ecaade2016_225y60, 15a8, 3394, caadria2015_087j14, dedb, bea7, 3397, c321, sigradi2014_074g6, 2f40, f2c5, e804, 518b, ecaade2014_023k6, 02b3, 5449, ecaade2015_194t40, ecaade2014_012s2, 3862, d0d8, caadria2016_013j2, 88a1, b881, a1f2, e9f7, 0865, acadia14_549u, 77b0, 38ac, 5c2d, acadia16_98f7, 2e9b, ffa0, ecaade2015_293c64, 3447, caadria2015_130k21, 0dee, a1fb, acadia15_95k3, 1d59, ce90, 2e7f, 8d04, acadia14projects_153d, 4dbb, e38b, ascaad2016_028m11, 4067, ecaade2014_239u61, 0146, 1f47, 18d2, ijac201614309t6, 9a0a, sigradi2016_659m, bc42, 370a, caadria2015_081s11, b838, 8e6b, e677, f5eb, eb59, b0cc, 618b, sigradi2015_3.345t5, a876, 6122, 21dd, 8542, bb36, 7e7f, cbfe, 57ad, b188, 1223, 0ef9, b046, ea5a, 8b20, 0b0e, 4aa5, 7f1f, e7a8, ecaade2016_241e64, fa65, 1842, 6282, sigradi2015_3.268h5, 65b4, 9c59, e911, 9273, 152b, dcd5, 0703, 2656, aa16, a01e, 1864, 2090, 207e, acadia14projects_435ad, 9866, ea48, ef57, 63ee, e9e4, ascaad2014_022n4, bc5f, 664e, 4fc7, 12ef, 1053, 6fb0, 7650, ac05, 3f4b, c6ab, acadia15_284t11, ijac201513303h11, 35ae, 13c9, e8a8, ff6b, a854, 26c6, 98b2, 5e37, 3e8b, 8fd1, 3ffa, bf08, ijac201614308y5, 981e, e51b, 8cf6, 47ae, sigradi2016_448ee, sigradi2013_303j, 5f7a, 76b6, 320b, caadria2017_086j25, efee, bf06, 6edf, 603b, 2c07, 02a0, 7264, 95bb, d5c4, caadria2017_101l27, ecaade2014_020m5, ijac201614201f6, 729c, 597e, 5fac, e1a1, e77c, 4809, da73, ijac201513304a12, 6c3d, 9be8, sigradi2015_3.65t2, ascaad2014_035n1, ecaade2016_mrtw65, 089e, 46a9, 13c5, ced3, caadria2017_149f39, 6554, 75b1, 5ca0, b23a, 8e49, acadia14projects_177ah, 3077, 5817, f3aa, f627, 7574, effb, 5ff2, ad02, sigradi2014_042o3, 3b2f, 72f4, 48f5, 4901, 95bf, ce5d, 4fcb, caadria2016_569f24, 6543, 9b40, dac4, fe35, 7a4a, 35e0, ef36, f3e6, caadria2015_086k13, ijac201513303c11, 58a7, eca1, 913c, ijac201513305g12, ijac201412303z7, caadria2015_061g7, 9de1, b597, bc79, ff94, 47a2, 10cf, de88, ecaade2016_185y49, 42a8, e05a, 3487, ecaade2014_233x59, e859, f948, 0ea8, 8e7a, 3ebe, 72da, 7376, 6072, 1711, caadria2017_048s15, b5d4, 57a8, 08e7, 2262, sigradi2013_393s, 929a, 8c08, 2751, 1ba8, b34d, 51c5, 168b, 5e76, 390b, sigradi2016_484m, acadia14_219f, 6f8d, bd9c, acadia16_214u13, d793, ascaad2016_012o5, 76de, e2c9, sigradi2016_592y, 03b5, eb91, 4852, f803, ecaade2015_307p67, caadria2015_142p23, c022, cf8f, ijac201614305m3, ecaade2016_119z32, 4463, b546, ijac201614201p6, c0d9, 1364, 0f17, ba94, f200, 71df, 931b, 52ac, ijac201614105t5, caadria2016_383o16, 484d, 6843, 1fb2, a960, 92e2, 6610, sigradi2014_232v8, 6276, d9da, 545d, e5e9, 1725, bf66, 295e, b0a0, sigradi2015_8.189z13, 2f50, ea4a, 7845, acadia14projects_317r, caadria2015_069n8, 7794, b979, 1cba, f0c9, 67c0, 0aac, 6ec3, 99d9, 7005, ecaade2015_265t58, 6810, acadia14projects_655aa, 9260, e91a, ecaade2014_044x10, 07ee, ca7f, 2533, ascaad2014_017z9, 9271, ecaade2015_217b48, 36f7, e50b, acadia16_290f18, ecaade2014_044c11, 974d, 14c6, c893, 3091, 5091, 7d47, 4389, e9f6, 1e8b, 32b4, 5724, 7e94, 4679, 1e61, 7428, e45f, 65cd, 2d3b, daf2, 4a0a, 41b3, sigradi2015_3.221p4, 44b4, ecaade2016_170o48, 649c, 5c0b, 2b45, 29bb, caadria2017_190w45, 20a2, ddbf, acadia16_352b22, 8408, 3693, c643, c9e0, 0cb4, 283f, 83e2, acadia14projects_681am, sigradi2016_515g, ba91, 897c, 2d5e, 3185, c4f9, acadia14projects_671o, ecaade2015_251o57, ecaade2015_144d31, 63cb, a6bb, 69e4, 3740, fb0d, caadria2016_167o7, 7cb2, sigradi2016_752rr, 68d9, a1ac, df76, d5de, 0773, 268a, dd02, 49cf, 3782, 790b, 1f13, ecaade2016_130m36, sigradi2013_215z, d220, ecaade2015_87s17, 5445, 416b, 22e6, 4fad, sigradi2015_11.166a26, 0258, 289e, fea4, 5f34, 4da8, ecaade2015_284b62, 6084, d1a4, a9a5, 004a, 59f9, 1b78, 591c, 4bde, e6b7, sigradi2013_32, 2f33, f685, 0da5, b1e4, acadia14projects_699u, 7ba5, acadia14projects_199ak, 822a, a9e8, aab8, f568, 0042, 5461, d530, 4e4f, f9c1, a29e, acadia15_251p10, ff2d, d73f, 5d7f, b5c4, ec76, ecaade2014_225h58, f616, 2aec, 5261, acadia14_63at, 642e, 812e, bf38, f3be, 56bc, ba08, e86f, 03cc, 3cac, 1a87, 00f8, 7285, 66ea, 30d5, 3dd4, 6bf5, 1a44, ecaade2014_168z40, 7297, 75e2, b6a5, acadia14projects_339aa, ecaade2016_123j34, fa6f, ecaade2015_138j29, bb4f, d9b2, 67c8, 612a, ecaade2015_173j37, caadria2016_839k35, 037a, 2610, 3d7f, aaca, 9701, f96b, 84ee, 0022, 2de0, ascaad2014_033x9, acadia14_247u, 3734, 7970, 5223, ijac201412304l1, ce03, d88d, a047, f23f, 4cf4, f2fb, ecaade2016_021r5, b96c, 7ae6, 8db9, 0f5f, f891, 7462, f147, caadria2015_049y5, 8826, ijac201614303k2, 6213, 70c5, 599d, 336d, ecaade2015_205a45, caadria2016_641t27, 62ed, 744f, cb2f, 0802, 98c1, 37ba, 2131, 19f6, ecaade2016_021h6, e073, 5f0b, 6586, bee0, e658, 2188, caadria2017_048y15, 8dcb, ecaade2016_ws-dheritages67, 7fa5, acadia15_137l5, 6e17, c7b9, fe17, 7a90, ecaade2014_009a1, e788, f918, a848, 7b6c, ecaade2016_223g59, 55d0, 7862, 45d2, sigradi2015_12.215o27, sigradi2016_792k, bff2, 9444, ecaade2014_071z16, c9f2, e633, e043, 4441, 2257, ascaad2016_012p5, af4b, 1856, ecaade2013r_003n2, 7e78, 1529, 50b2, 1930, ascaad2016_033d13, acadia15_195y7, 6e9b, 46e6, 6e11, ascaad2016_010y4, a25d, 5d44, 31b2, fd86, 1972, 5900, ecaade2015_177a38, cc6e, e440, f056, e840, 2805, 84a8, 8a28, caadria2016_197p9, f558, e958, 821f, 00f3, 618e, 348f, fd4c, acadia14_589k, bf03, 18a1, 01d8, 3e29, 4216, acadia14_619ai, cc65, 6aed, ea31, sigradi2013_303r, ecaade2015_170x35, 09a4, sigradi2013_397j, 22e3, c5a8, 2cad, 2134, 4e8d, 2c4f, d607, 2d3a, 2d54, 9ab0, 05a2, ijac201513105s4, 7bcf, 6544, f421, caadria2015_181e27, c0e9, 0a40, 2652, 1893, 691f, sigradi2015_11.196j26, acadia14projects_579a, 81ad, a6ae, 4bbf, caadria2016_549o23, ascaad2016_021k8, 853c, 246e, 315c, 439e, 602c, 6cc1, ecaade2016_222y57, ecaade2014_112z25, 2477, ascaad2014_037j2, ecaade2016_072o20, c57f, sigradi2015_12.19c27, 72f2, 3cbf, 826b, caadria2015_030d4, 13b0, ecaade2014_140o31, 523d, 818b, e7fe, 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a0e7, 013d, 6fff, 0d79, acadia14projects_463p, 38c5, sigradi2014_266f2, c3f6, ijac201614208e13, 7932, 838e, 97d7, f472, 5558, c753, 3a17, d3eb, acadia16_62x4, ee83, 9f74, a16a, 9611, f921, ascaad2014_036a2, 6d23, b26c, 99c5, 9534, dc5d, 673b, 176d, 3ba0, 8168, 0978, 2234, 1902, c60b, 34ff, sigradi2014_032k2, d734, 920e, 87d4, 8cc1, f0b9, ecaade2014_010h1, cd29, 5c91, f5d1, ecaade2016_152y41, f81e, 1e12, caadria2016_187v8, f571, sigradi2016_448cc, 26c2, f2b2, 0598, 1701, b19a, 5147, 3c65, af59, dfd7, 06e0, a51b, f3c2, f753, 7e04, cd8d, c5f4, b523, cd10, aba6, acadia14projects_463j, 16db, 06f7, d078, ecaade2015_303s66, d984, 691c, 8ac8, 9e5a, 2fa9, sigradi2016_431u, 6bd1, 3535, 48c1, 0807, dbbe, 87c8, eef4, 3ad8, 5b7e, caadria2015_185p27, 5cfa, 381f, d03b, 8a96, 2e68, 6134, ijac201412405k8, eb3a, 065a, caadria2017_124s33, caadria2017_016g7, c05d, 5d23, 265b, d3cf, db95, 3a1f, 3c26, c7a1, 0608, a30b, sigradi2015_12.297g28, 8caa, aab2, 71d8, 2a6e, 87cc, 2924, caad, ad35, 2406, 5d16, 6e24, 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cc91, ecaade2016_191x50, 4ba2, 8db2, acadia14projects_101ai, ed23, f09d, 1e63, ecaade2016_046b13, sigradi2016_571vv, 76f3, 785d, 5439, ecaade2014_184l46, b82c, f6a2, 4fd1, 7f39, 2e5e, 0c26, 97df, 43f5, 4fdd, 829a, b16b, 980c, sigradi2013_52i, ddf5, bb91, 41c5, caadria2016_435m18, 9ac3, b80f, 4f38, acadia15_451r19, e923, 190a, 7d49, 305b, caadria2016_507s21, b082, 00ef, sigradi2016_461j, d111, 5292, e73b, 859f, e540, 0b41, fb50, f98c, 3b11, dfa7, 6780, babe, 35ab, caadria2017_147c39, b049, 200d, d3bc, dbae, a3ff, 831d, 6c58, 1580, acadia14_153as, 9193, eb20, 700d, 8f4b, 0c3e, 305a, ecaade2016_241g64, caadria2016_487o20, 8911, 75ca, ecaade2014_066u15, b619, 11ca, 8595, 98b5, 2184, fab8, ecaade2013r_001p1, sigradi2014_084z7, 241d, acadia14projects_189ao, 2ff2, 7cd2, 81f1, 2ba8, acadia16_280i17, 7940, 48c5, 01e2, sigradi2014_339x7, 182c, 4e98, be9e, 64c2, 72e2, 6f25, acadia14projects_699r, 1cb5, 7de6, 3624, ecaade2015_136s26, d18b, affe, ef5e, a15a, ad6b, 489d, c4c6, 3667, 05fb, a22d, 685f, 23cb, 6f5c, sigradi2014_273p2, 45f8, 2cf7, 16dd, dca6, 4157, 64e6, cfaf, 5869, sigradi2016_431x, ef02, ijac201412405b9, e80b, caadria2016_755k32, ecaade2016_111l30, sigradi2013_425p, 1cd0, f664, ecaade2016_072g20, ce1c, ascaad2014_028v7, 16a2, 3719, 27f6, d37f, 483e, 0d32, 3f2c, 40fa, a9cc, 5531, b746, fef0, ijac201614202p7, 397f, sigradi2016_814yy, a907, 84ed, f0cd, 9815, 483a, db91, ijac201614102i2, sigradi2015_3.370a6, 4d3c, acadia14_177v, 5bca, 0313, fb0c, ca42, bf84, 353f, 001b, 8e24, acadia14_479i, 63c6, 49b2, 4239, e80d, f38a, cf09, ef28, ecaade2014_152j36, ascaad2016_057m22, 064b, 4a13, a923, f81a, 9d67, 5065, b8e1, 9ae0, a454, caadria2015_206u29, b2fa, 2f30, 06ce, caadria2017_183d44, f215, 9303, 7c1d, 1af0, 3f86, caadria2015_004h1, 14b8, caadria2017_023h9, 049c, bef7, a1fa, 0c8d, 2747, 8617, acadia14projects_487g, dd9d, sigradi2013_347r, 417e, f0cc, ecaade2014_092f22, ijac201614203s8, 600f, 22a3, 4bcf, d88a, 2342, db81, 44fc, 3578, caadria2015_190l28, aebd, fdc2, 77f1, 9479, caadria2016_157o6, sigradi2015_11.165x25, 2a04, e0bb, 02a7, 444c, 5006, d597, 122f, c110, 1077, sigradi2016_635i, a686, ef15, 5873, 4df5, 9493, acadia14projects_579l, c87e, 05b5, ecaade2015_27u5, ec4d, a457, 76a3, 66f9, 63ce, 7278, 56bd, 8b59, 1d8f, cf7c, 781c, e17b, 7393, e089, 9ce4, f4dc, sigradi2016_595ff, ascaad2016_022j9, caadria2017_081t24, af1b, eb9d, 1090, c249, 2af9, 15e9, d3c4, 413b, b3d2, a627, 33e1, ecaade2016_140u39, 4334, sigradi2015_3.201r3, 8b1d, acadia14projects_719r, caadria2016_045c3, 74f8, d7cf, 9651, 46f0, 1ca9, 09b2, 944d, d834, 06dd, 340f, af14, 08de, 91d9, ecaade2016_216e55, acadia14_63ar, f491, sigradi2015_3.111f3, 0edd, 1414, caa5, acadia14_145r, ecaade2015_314c68, e10c, b307, cc88, 33df, sigradi2016_381n, 9d17, 08ed, c26d, 4552, ecaade2014_010v1, 4c3d, daef, f935, 9e06, ea2d, 81bc, 57c1, d391, a19d, 8dbd, dbf2, f453, 9aec, caadria2017_165m41, be55, 455b, d443, 9c2b, 662d, caac, 9079, d7cc, e814, d61c, sigradi2016_490ee, 60f5, 27c0, a1ca, 22db, 52dc, 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ecaade2015_293g64, 9d41, 482b, 4df8, 1273, fab0, e95d, e7a5, ascaad2016_040y15, dd48, 2ad3, f3ff, 15da, 2c64, 0fef, sigradi2016_360bb, ecaade2016_102n28, ijac201614403j2, 0b0b, 09c6, sigradi2015_8.81a12, 09fe, 7585, sigradi2013_343j, 97ab, 39ce, 3802, e62e, e6f7, 0b6d, 79ac, acadia14projects_619af, 10f2, 1ded, ecaade2016_ws-intelligentb69, c570, 3d23, e341, 8353, caadria2015_213t32, 94e5, acadia14projects_389ax, da0e, 26cf, 05d5, ecaade2014_155z37, 3698, caca, a1e9, 05eb, ijac201513203z6, 9b24, 7132, 8024, 5a7f, 0b75, f2f0, 0e9d, 546b, d12f, 6d7b, 40d9, cb27, 96b3, 818f, 8d64, 41d8, 2be7, 1707, 7d83, ecaade2014_151x35, d10a, ecaade2015_113p21, sigradi2016_431z, ecaade2014_168f41, acadia14_291av, sigradi2013_189l, b891, 290c, 3867, 6051, 4892, cf07, ab5b, 2191, 0e99, 521a, 9b15, 7d13, baa8, 9315, e23e, a679, ecaade2014_100j23, 13a9, c5fd, acadia14projects_671l, 36c3, ijac201412407z9, ce19, d214, 5153, b8ad, bcfc, 4824, ecaade2014_052a13, 0638, ecaade2014_149e34, c5c9, 9304, 6264, dfbd, 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e901, 6d56, ecaade2014_138g30, ad89, c850, 7651, f8f7, 656f, 9b9f, c919, ascaad2016_038j14, 8391, ecaade2016_225n60, caadria2016_321g14, a8b9, sigradi2013_28, 4528, f867, 2bee, ecaade2015_161j34, 8df6, 2fb4, ascaad2016_042x16, e50d, da8c, ecaade2015_37f7, 4d1a, e6bf, 3259, 4bc8, f76e, acadia14projects_699n, d436, 502a, f621, d496, 602b, 28fa, c588, bd6d, a773, 8ddb, 763c, 3211, 6c17, 43d8, f579, de78, ecaade2016_216y54, 4de9, 07d8, ed31, d367, 810a, 5ccf, 3d50, ecaade2015_278m60, 73ea, d536, 42b7, sigradi2015_8.186c13, 38ea, acadia14projects_601w, f5a9, 8e7b, eca8, acadia16_124d9, f170, ascaad2014_027l7, e314, 6f27, 598c, 5a94, 0bfb, e8ed, 19f8, 27b8, d762, c58a, sigradi2014_128w9, ecaade2014_050d12, 2a3e, b1cb, b2d1, acadia14_427am, 9da2, 38be, cac5, acadia14_117i, sigradi2013_401e, 56fc, d649, 6f82, 8f6e, ecaade2014_195r50, a9fa, 80a4, 5af2, c072, 5053, df4d, d5b5, 3fdd, sigradi2014_345u8, b499, 4dc9, e03f, 34ec, 5038, 7c16, 2668, a934, 8722, facc, 7e6c, 2f3f, 94a9, ecaade2016_073h21, 4a08, 79a5, 1631, 60ed, 9694, b9b3, 98f2, 48ae, 2f62, 6551, 40fc, acadia16_280c18, 2b49, 498b, 1554, 189d, eacc, d50b, 7698, 7b8c, 627a, bf04, sigradi2013_111t, ec1d, ddea, 1922, 1566, 0b63, 3de9, 9d6d, c715, f51f, b743, 63f6, sigradi2016_625uu, ecaade2016_130k36, 4641, 85bc, 0e7a, ijac201412403w6, 7255, 473f, 441b, 79df, sigradi2016_764g, d6bf, 5e38, e1c7, ascaad2014_026z6, 99f7, ascaad2016_039m15, 8d7b, caadria2015_111n17, 051d, 4a7f, acadia14projects_91t, ef7e, dbcd, 9010, 3e64, de89, c59f, 1925, ecaade2016_120e33, 901d, 3efb, 7f25, cf43, cef4, ascaad2016_045v18, 0331, eccf, ijac201614308a5, 15a5, sigradi2016_443rr, cf9c, e3b5, d786, 49bd, 801c, 6aa3, ca64, 66f6, aae3, 2526, a436, 7ce4, f653, 2c54, 77c2, a843, sigradi2013_311, 070d, 8232, 9dd1, ecaade2016_073e21, dafa, caadria2015_130m21, 8674, cb9e, cdc0, b682, 7ad4, ecaade2013r_009m6, e5d6, 78c3, ijac201412408i2, a439, 4f2f, 8b87, 11ec, caadria2016_301g13, ecaade2014_214g54, 499b, 731d, 9536, e25c, 484c, 161e, 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0696, 0106, sigradi2016_809tt, c3f8, sigradi2015_8.289w14, 57e6, 8b38, 09d6, acadia15_57g2, 0222, 02a1, caadria2017_072c23, 4cf1, 5c77, 6861, 28b3, 1585, acadia14_229l, bbc3, aba0, 39e6, b1e6, e39e, d2e1, f9c5, 66c6, 00bc, 237b, a959, 97e0, 0095, 06bc, ecaade2016_163g45, 7eec, 6a9f, c43e, ijac201614207m11, 125b, ad9f, c285, caadria2015_208x30, acadia15_483l21, 192a, d4c2, acadia14projects_301aw, 685b, 5b14, c869, 8ed4, ecaade2016_169m48, 01af, caadria2017_015v5, 7673, 1d6f, ff7e, ecaade2016_bkoi65, 58c0, sigradi2013_397b, 7051, fa10, 65d2, d47a, ijac201412204m3, ecaade2016_225x60, 4c72, sigradi2014_103w8, caadria2015_213k33, c1cf, 6e2b, d129, 9653, 1184, acadia14projects_655w, b5aa, bae2, ecaade2015_170z35, 0b3a, ea1f, e9b8, 0d0a, 85d3, 02b8, 78bf, ascaad2016_015p6, acadia14projects_601aa, 0263, 50c3, ebd7, 1be4, d0c6, 1953, 93ca, ecaade2015_61a12, 4687, 2884, sigradi2016_817p, 6d99, 1745, 0bc7, ecaade2016_071j19, 0f07, 0c62, 8b11, 1270, 5fb0, 28a1, 83a9, ecaade2016_087t24, caadria2015_087t13, a512, ecaade2015_325w70, 6ba5, 8785, 7e2e, de9e, dab0, 0891, 7a76, 643c, 1c51, 49f8, cf67, ee0b, acadia16_62k4, 19be, c6fb, ijac201614302z1, cdf8, ee2a, a248, 9a4b, ba13, db75, 6874, 17fd, 2b0b, 1587, 487a, b28c, 3571, ijac201513303p11, 0d98, 6c91, 2a58, 0ca7, caadria2016_167m7, 7cb1, a833, 6895, 9b6c, b247, 93ac, sigradi2016_752nn, 4827, 4c29, c15e, f635, 6489, 64f2, f33a, acadia16_88y5, c89d, a83e, ecaade2015_61y11, 048e, 56ae, d35b, fc27, 64ac, acadia15_185p7, 3b39, 50c0, 390f, 1d49, bd93, ecaade2013r_001o1, acadia14projects_153as, 0508, 4c36, 142d, 8add, acadia14_153ao, a065, f832, daab, 9bd1, 896d, 9d6b, 26f3, 0920, e2dc, c93d, caadria2017_058f20, af47, 0e91, 8d48, 97a0, b2f4, c96b, 84ce, acadia16_372h23, ff38, ecaade2016_007n2, f675, 8444, fbfa, 7c31, 59b9, caadria2015_105f16, ecaade2015_185n39, 1955, 3600, c718, fa94, 9f59, 7e87, 8e2b, 0271, 246f, caadria2016_611g26, sigradi2015_8.289b15, 67a8, 0524, e0bc, dc75, 6a70, ecaade2015_138b29, 6f19, 41fe, 6408, 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ascaad2014_004p2, 60aa, 991b, 9995, sigradi2013_407c, sigradi2015_9.347b18, ecaade2016_067k16, 5584, caadria2016_177c8, e4b7, sigradi2014_108d9, c948, 4c48, 53c5, 89a4, ijac201412301i6, ce18, df74, 44fd, 54bd, bb4d, 5a81, a234, 11a5, 1a41, ijac201614201g6, 8c33, d4dd, be4c, ecaade2014_163k40, 76d0, fccb, ijac201614303e2, 08d2, 2c0e, 793c, 9292, 6dfe, ba0e, b553, 3ddc, c972, sigradi2015_12.19d27, 21ad, 7e29, 63e0, eea1, 02f1, 5783, caadria2015_208r31, ecaade2014_015t3, b669, sigradi2013_206, 04fc, 05ea, 627c, 6b54, caadria2015_048s5, 33ff, 15b1, 3590, 777e, 8711, 6f76, 6dc7, ea52, 0c3b, 539f, d8f1, 51e6, c569, caadria2017_027n9, 6cb5, 62dd, 79ed, d80e, 97f7, 27ad, d9e0, 05ba, 8ebe, a734, f4b3, e03b, ecaade2016_072d20, 6fa3, 1a2c, b995, 1f00, 141a, 47c3, 6f94, 066d, 38ce, 0937, acadia15_497n22, 10a0, ecaade2015_196v41, d17a, a005, d0c3, 351c, 58e4, ecaade2016_222s57, 2334, 7176, caadria2015_208s30, ecaade2016_144i40, caadria2016_259s11, 322d, 47a6, 0447, 06ed, 95b2, 4891, 0a8d, 8334, 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sigradi2013_244s, ecaade2014_133o29, 6c23, 7d16, 0e36, 214f, 5143, sigradi2015_6.42y7, 9f13, 4899, sigradi2015_11.136k24, 5e32, ascaad2016_003y1, ce08, ecaade2014_149t34, ce86, 5c50, b27a, 41a1, acadia14_539g, 3947, 5957, f7ce, c953, ea77, 1766, 6d69, fe61, e931, 4471, ec21, f9ce, f9fd, a54d, 187d, sigradi2013_41s, ffec, 522d, d099, 8dd1, 183b, c887, 5f72, 3780, ecaade2014_149w34, 9b4f, 0233, 878a, ecaade2016_130j36, e547, ecaade2015_164z34, 2bcf, 4d78, b009, 4f7e, ca59, 390e, 4d40, 9959, ccec, acadia15_323k13, 8dc6, a203, bcc2, ee34, 72ed, 9e4f, ecaade2015_230b52, 4103, 6a0f, e65c, 2374, 91ef, ijac201614208h14, 25c8, 743c, 04d3, 961d, acadia14projects_375n, cddb, acadia15_251o10, 3c82, b604, d963, 6ded, ecaade2016_ws-dleadj68, 7fd2, acadia16_344m20, e5fa, 725e, caadria2016_755r32, 8bb2, 47ac, 70e3, a3ec, ecaade2014_180e45, ecaade2014_066l15, 5415, 300f, a22e, f1a6, 284f, 2703, bdcb, 5922, 0c25, 00c1, f3da, 1cca, 32e5, c903, e2b2, 7b12, 30f2, sigradi2015_8.239y13, sigradi2014_178k5, 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752f, ijac201412403p5, 757e, eea7, ecaade2016_222n57, 6e79, 85f2, fd3d, 075b, 6f32, 8afa, 83df, ascaad2014_004c2, 3eed, c6c4, 1e3f, e97e, 1bbe, 97a8, b32f, 3afa, 0240, 065e, ecaade2015_217n48, f745, 9657, 72dd, 8228, 9340, acadia14projects_247g, 7102, 4196, 9707, sigradi2014_307p5, caadria2017_018s7, sigradi2014_213z7, sigradi2016_590e, 30e8, 8217, ecaade2015_227p50, 6767, 78b0, 6ffb, d0ce, 1275, 4ac3, 50ab, 97ef, 2aff, 2b21, b473, 4d7b, f4c4, acadia14_33ag, df01, 9623, 767d, 078d, caadria2017_074f23, sigradi2014_345r9, 810d, 39aa, b9e3, acadia16_308z18, acadia16_260j16, aa10, 5b24, f89e, 6e3b, 45dc, 40cd, 5dda, 0694, 282f, 9d32, aa69, b3e0, f933, bcf0, 3e19, ecaade2016_123a34, 80d4, 9a85, f7f7, eab6, ascaad2014_018c2, 72f0, 91a4, 2db6, acadia14_43x, ef08, 68f4, a33c, 9ca3, 54d3, cacc, efdd, dfe1, 5857, ecaade2014_016d4, 2237, caadria2017_016w6, 6931, c75f, ff86, ecaade2016_154e42, acadia14_63au, f723, 95d7, ee0a, sigradi2016_590d, 6d83, b93e, sigradi2016_817f, b3af, 0817, 0c73, 5d14, 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ascaad2014_019u2, 5642, 1970, 4f94, ef46, caadria2017_056h19, 60c5, 57f7, ecaade2014_188i48, 8c74, 9750, ecaade2015_138c28, sigradi2015_8.47d11, 0cf0, 0ef0, caadria2015_137m22, c6cc, d655, 98b7, ca08, sigradi2016_428l, cea6, ab1e, 18b2, 3960, 91ff, 76e2, bb5c, 4806, be8b, 141d, 524d, c49f, 866a, 23b2, 3912, 54a1, 554e, c219, 45a3, 8829, ecaade2016_203h53, ecaade2016_191h51, ff64, d96e, 646e, d044, eec1, ecaade2015_324u70, d05d, acadia15_137i5, 8189, 7e82, bfad, 39a6, ac72, a01a, acadia14_43at, 1583, c80c, 6875, sigradi2016_558p, dc96, 67b8, 628b, 8197, 7795, 54be, ecaade2016_104o28, ascaad2014_004j2, ebd6, sigradi2016_448z, 0623, 01b8, 5b4d, d471, b992, 907b, 07c1, 6703, 17a8, df8a, caadria2017_023r8, 2197, e729, 8a07, 3720, f156, 2aa1, 7c65, f8b2, 25f6, acadia14_257aa, 24fc, a969, 73c2, bd7a, ijac201412402w4, 4294, 5f29, d2c9, a279, ef1f, 2332, acadia14_291am, fd6c, 0c2d, 5e93, 117e, f54a, acadia15_497k22, acadia15_110t3, b45e, 5088, c0f9, caadria2016_425d18, sigradi2014_074d6, 21cd, 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ijac201614203f9, ac7e, 5e74, fad2, 0b46, 0cc6, a752, ecaade2014_215e55, c0ae, 2c18, b8ba, ecaade2014_019j5, 1649, 0314, ec11, a7fe, caadria2015_218t33, ab79, 9595, 9e8d, 914b, 7010, e5d0, 9908, c449, acadia14_317z, a533, 7346, 313e, 01e4, d14f, b06b, a26b, 1408, 410c, 533b, 0dfc, b2b4, ecaade2016_123g34, f392, b2a2, 05e5, 8ef9, acadia14projects_435ah, 2b9c, 08f6, 6575, a9a0, ce64, 74fa, ecaade2016_027x7, afb0, 96b8, d653, 0386, 761b, 287c, 21eb, 50cc, a060, 3ae9, acadia15_251m10, 6e5f, ed2a, 2a44, ea72, e4a1, 011a, b2c2, acadia15_211w8, add8, ecaade2016_154l42, 5523, 9984, 8946, e94a, cebf, b5ae, 03ac, caadria2015_206k30, af00, 9894, 2525, 8296, acadia14_531l, sigradi2015_3.111g3, 2c65, acadia14_189al, b04b, 622b, 2948, f689, ecaade2016_025k7, 210c, 9b7c, 7bb9, 5535, ijac201412305j2, 6ef0, 0fd9, acadia14_153j, 1fa1, 28da, aadd, 247f, ecaade2014_143v32, 8bcb, ad46, a639, c97a, 8c6d, ecaade2016_104w28, 9c5c, 31ab, a4b1, d30f, 331c, caadria2017_124g33, d745, 9ad0, 8d05, 6725, 4562, 095b, acadia14projects_619an, 3117, acadia14projects_339ah, ecaade2015_317f69, 7a0e, 3463, ecaade2016_025w6, acadia15_232m9, sigradi2016_659x, 6b33, 8be9, 2448, 3b51, 919a, 3e75, 03da, 46d3, ece5, 694a, ce28, d96d, e255, d162, acadia15_357s15, 3f42, caadria2017_004u2, acadia14projects_247k, e530, ascaad2014_019a3, caadria2015_218s33, 4a71, fd1e, fbee, 7af6, 1256, 59ff, 3e00, 737a, caadria2016_353v15, bf24, b1ed, ecaade2014_194d50, ba4e, 206d, 1e01, 6639, 7eda, caadria2017_005y2, ijac201412302t7, cbab, 3992, caadria2015_081m12, 61cf, 767c, d9c7, 5c8d, 4001, ea78, 8a2f, acadia16_432x25, e907, 2e3d, 016b, 487e, sigradi2016_484pp, ead2, 4f4e, bdd3, acadia14projects_101as, 836b, sigradi2015_10.267l20, caadria2017_042r13, 9a11, 579d, def4, 09c8, 4091, 1f40, f731, 28eb, 19e9, 4b9d, edd3, 72ac, df80, 91a1, ascaad2016_012n5, 30c4, 6a78, 84de, f0b3, 00ec, 2425, 6445, 781f, 5f78, 208b, 2e37, 41d7, acadia14_327b, 7899, b305, 4e3b, da59, bb35, a5d0, e8ad, 0437, 472f, 16e7, a89b, 197c, afa6, 9bef, 07c6, sigradi2013_313s, 3e50, acadia15_137o5, caadria2017_048j16, 8941, 0075, acadia14_219az, acadia14projects_219f, 747e, a52d, d955, 9d1f, 9936, 9433, 0992, acadia14projects_579aw, ecaade2015_77z14, e070, 08d1, b656, 8cda, 7e0a, ea1c, 5a8e, a023, d7db, ijac201614308b5, 6a8e, ecaade2015_73d14, bbe8, acadia14_23ay, d301, 9165, 4702, a24d, aecb, ecaade2014_019k5, acadia14_655z, dcb9, e5b9, 350d, 6a9a, acadia14_375l, 1c89, ecaade2015_37i7, ed9c, 0d9f, 2ec0, 123c, 7870, 96c3, 8172, 0df0, dd62, 38bc, f266, b59e, e5bd, 411f, b49a, a7ab, 22c1, c330, 1c8b, 2244, cf63, b352, 66b0, 0933, 695a, ecaade2014_052x12, 050c, d65b, e2bf, 02c3, 9dd4, 9ab2, ecaade2016_230j62, 3b08, 19ff, 31ed, 23b1, 91ec, 42dc, ijac201412204e3, sigradi2013_315b, feea, acadia14_453h, 83ac, ebcc, 6995, c243, sigradi2015_10.309v21, 55ee, acadia14_719j, 5b7b, e20c, 10cd, caadria2016_105y4, 2fd7, ba74, 0a7a, 0a0c, 7ac3, 5d18, ecaade2016_228j61, 9608, 1393, f118, 2173, e9c1, dc7c, c886, sigradi2016_732j, ecaade2013r_017w8, 99db, ecaade2014_173j43, ecaade2015_297b65, sigradi2014_213w7, 3a12, 4191, 74bc, 6d61, ecaade2015_129m25, fb8e, 8337, 77a3, ijac201513103v2, 403e, 1246, 13db, 8306, 1350, f7e4, 67b1, 7963, dc93, acadia14projects_445aa, de46, 8775, 3632, e0e2, 5ceb, b889, 60b4, caadria2015_226l34, fe4a, 3903, a84a, ecaade2015_201y43, ebf0, 6c22, ed2d, a54c, df68, de84, a713, 9db0, aabf, 0827, ecaade2015_59t11, 5693, 9389, ecaade2015_314d68, acadia15_123o4, b356, a742, sigradi2015_3.155l3, 51b7, ecaade2016_129w35, 8e69, ecaade2016_017r4, sigradi2016_778nn, 3652, d41c, 5ab2, cd68, 6e96, caadria2017_016p6, 73fd, 4fe8, e5d9, f92c, 208c, ecaade2014_109t24, c613, 719a, 2efd, a740, 0b47, caadria2016_157x6, a79c, sigradi2015_8.339y15, 2cb1, 6e3f, 79ad, sigradi2016_364nn, 87d9, dba4, c1d5, 5854, 6a34, 8768, 0b91, f8c5, 2269, 0b77, acadia15_451m19, ecaade2013r_010t6, 01f1, 7ae0, fadd, ca75, ec81, e33a, 5e50, 33f2, e159, abd4, 1fee, 5e1f, 59d5, 420f, 841e, sigradi2014_345v8, 2295, 9b9d, 2b6f, acadia14projects_473ae, cd34, bbbe, 2072, caadria2015_206j30, bfd5, ab69, 5802, b266, 5a0f, 1efc, ec2c, fbcc, a81a, ijac201614405z3, ecaade2016_013k3, eb2b, ijac201614208g13, 0a81, 2c3a, ijac201412405v8, 0ded, 23d6, fbf6, 5492, b8ed, a776, 6228, caadria2016_819m34, 9cce, 4dba, 5e3a, f526, faca, 27fd, 6961, sigradi2016_360u, acadia16_352v21, 2fbd, 0af3, ecaade2015_113s21, 6093, 621a, c2b7, ce06, 0a20, e198, caadria2015_218w33, 9c60, dbd6, 8841, d340, bd76, f0e9, b92b, sigradi2013_294z, ecaade2015_250i57, acadia16_470m27, 19c7, 4567, f168, ijac201513203o7, 81e4, 684a, 7e5c, caadria2017_048w15, aea3, ecaade2015_319f70, 813b, 1f25, 7b5c, cc8f, c823, 066e, caadria2016_301i13, d6c5, 213a, acadia14_655v, acadia14_153al, 5c84, a4d0, 8cde, f99e, sigradi2016_690ww, 7b9f, 4ef2, ascaad2014_033i1, 221d, d439, a2a1, a8d9, 7f57, 0fa9, f2e0, c62d, c8ea, ecaade2016_162c44, 0224, ecaade2015_334s72, e33d, 7e05, a049, 878b, a329, 8a4c, f57a, 990d, 5b9f, 7f1e, 59fd, 5eb5, 75d1, b768, ab75, 3e8d, 33d7, c000, 66a0, bcc5, 456c, 5400, c165, 343c, ecaade2016_046t12, e7e8, 84eb, 2c4c, b55e, 61c1, 2614, 03db, 429d, 8b94, c4eb, 40fe, 7b4e, ecaade2015_202i44, d2ee, 2ef1, 96b2, 61d1, 3eb1, 7202, 573a, 6c9b, aaab, b732, 7edc, d242, eaee, b1a7, 0d55, 5034, 4b56, ac00, 3a2d, 76b4, a688, 3a50, a017, 737f, e1fd, 248e, 7229, caadria2017_174p42, 4638, 90aa, dec2, 0a07, a5df, sigradi2015_10.377s22, ecaade2014_096x22, 973d, 313a, ascaad2014_036x1, bfe3, fee1, acadia16_78v5, 861d, 5cd8, ecaade2015_202n44, b533, 3a00, acadia14projects_357av, sigradi2014_213p7, 86fd, ecaade2014_053r13, 9e14, 884c, 4cba, 86b3, sigradi2016_524bb, acadia16_196e13, 04e0, caadria2016_611j26, 3f7c, 8f74, c7f9, 0f1a, 557c, 0340, 99d4, ecaade2014_195x50, 97f8, 6682, e437, ebb8, 883d, 6f28, ascaad2016_057p22, 4971, 1204, 9fc0, eb0a, cbe5, b6b1, acadia14_619v, 334f, 9e16, 0863, ecaade2015_237p54, 8723, caadria2016_797l33, 3a09, b4de, a7da, 8cd5, acadia16_8b1, 8c29, ecaade2015_127g25, e85d, ecc0, 63fc, sigradi2013_183b, 2859, e148, 5df2, c7ff, 618d, 322f, cd95, 2918, 7b41, da1e, 83ab, 6103, 89ae, ascaad2014_014r8, 8402, a836, beff, 7034, a0de, 6574, 0d57, 3d43, sigradi2015_10.307b21, 92d5, 996c, bb32, ecaade2016_077z22, 6b25, acadia14_389b, 7061, f97e, c66d, sigradi2014_345f10, b9a0, 816e, 1b50, 906d, deb1, a708, sigradi2016_732f, de6a, 8f00, 97ad, 7066, ascaad2016_043i17, 27a7, 57f8, ecaade2014_038p9, 9353, 3f8a, ff0f, 9297, 837b, f6f1, 1ac5, acadia14_719c, 2246, 506a, 3528, 1374, ec05, b4e7, ecaade2014_072g18, 5caf, ecaade2015_73c14, 8c59, 4097, 9447, 2025, 7677, 98d8, 4761, 7601, 3873, 30e4, a73a, d49a, 6e4f, d9e5, 6cc3, 3747, 7789, d8d4, 3033, 0e1c, 1b26, e851, 46fb, 503f, acadia14projects_317y, 732e, 4f68, 6fd0, sigradi2013_243d, 0d39, 5a78, 57d2, d957, 5004, sigradi2016_732c, 64e0, a650, f19a, b058, e743, d2ef, e925, ecaade2016_224d60, ijac201614203b9, 388a, a39f, d6ca, 4a82, 9f42, 277e, 4c18, 0468, ijac201614302n1, 27b9, 9792, 11e6, f590, 7f46, c592, ijac201412401r3, acadia14projects_357aw, c080, 7071, 0c9c, 92d9, acadia14_43aa, b2e3, c0ba, 1cce, 9272, e2cc, c4bd, sigradi2013_215a, b720, 6624, 495d, acadia16_344p21, f1ba, 6006, ecaade2015_143p30, ascaad2016_008c4, 52e2, 5cc1, 26c3, 69b7, 7988, 08e0, d36b, acadia14projects_43ad, b4b5, 3cbe, 9cc4, 5f25, 17f1, 6a84, 3b88, ecaade2014_192j49, 276b, cdb0, bee1, sigradi2016_724zz, ascaad2016_045p18, ijac201614101k1, caadria2017_118a31, 5704, 3b12, 3af6, 534c, ecaade2015_86m17, ecaade2015_229l51, caadria2015_015e3, acadia14_357ao, acadia16_344h20, fbf5, 3544, 884b, 88a0, d901, dd67, 96c7, c53b, dd9e, 30a8, 259a, 2012, 932a, 87af, 6343, 0b84, 7f2b, 78ea, 0fe0, 220b, f707, d0f6, f61d, 5ff8, 2d7c, 2bab, f334, 36b5, d78a, bafa, 90fa, bff5, 8782, f0a8, ijac201412303p8, fe37, 213b, 698e, 3dd6, 1849, a197, ecaade2016_193r51, 1b14, ijac201614202w7, ijac201614102x2, 8158, 8470, b73d, b7d7, ae06, 3e52, 3a92, sigradi2013_167, eeb2, 63b8, cf29, 6d40, 372b, 4f14, 4520, b2c3, 85a0, d4f7, ascaad2016_058e23, 4f30, 28f8, a0aa, dcd1, e6ff, 4cf2, 068b, 5550, 04c1, 824d, 997c, dad0, ecaade2014_162v39, 536c, acadia14projects_135o, 3f9b, 502d, bf0d, a6bc, a8f9, acadia14projects_445ak, 8511, c477, ecaade2016_223j58, 1190, acadia14_145ac, sigradi2015_6.329z8, ecaade2016_078n23, e628, 7947, 94c5, 32de, 26f1, 7340, 41e2, fac5, da48, ecaade2016_165z46, 8c23, b348, eb35, d592, 34bb, ecaade2016_158r43, b2dc, c0ab, 679f, e0a2, ijac201614208f13, ecaade2015_17p2, 7fed, c756, f131, 3cfc, acadia14_609ah, ijac201513205i8, dc3c, sigradi2014_305n5, sigradi2013_101l, 091d, d2df, 42d7, sigradi2014_201h7, 9526, 9671, 4fbc, 4d48, 8d21, sigradi2013_305g, c194, acadia16_12l1, 254a, 98e7, cfba, db11, acadia14projects_681af, e252, 3244, 85b9, 8d2f, ecaade2016_ws-afuturem67, 9f27, sigradi2013_244m, 8e14, ed43, ecaade2014_113n26, caadria2017_028g10, acadia16_414c25, eb3e, 114b, 359d, 63a8, 8d3b, c6ff, 940b, 2953, 1526, 741f, eca6, 4053, ecaade2015_227e50, acadia14_463j, 18d6, 2127, fd64, f15c, acadia16_318h19, 55db, ecaade2015_72x13, 55d4, 51aa, 30c0, 26df, 0fe4, 3250, 6aa0, 1aac, sigradi2014_345i9, ascaad2016_011g5, 0e54, a171, ijac201614207g11, c088, 3cd5, 6687, 89f2, 07cb, d60c, ecaade2016_185f50, 272f, ecaade2015_171n36, db28, 7753, 6670, caadria2015_203k29, 8e29, 3348, a072, b9dc, a213, 8872, caadria2016_457j19, aa1f, f813, d013, 9918, 64f0, 8027, sigradi2014_345g9, 9fdd, 1b64,