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 ga0016
authors Thum, Robert and Derix, Christian
year 2000
title Artificial Neural Network Spaces
source International Conference on Generative Art
summary In the processes of continues functional differentiation the contemporary society increasingly displays the characteristics of complex, distributed systems. In this condition architecture can no longer rely on top-down reductionist methodologies in ignoring the constituting importance of contextual parameters. The present paper describes how Artificial Neural Networks can be employed to design with-in the underlying logic of our society -the logic of distributed systems. In computer simulations the paper explores the capability of ANN to Self-organization: Neural Networks Architectures absorb and adapt vast amount of urban data in order to adjust their organization to exterior changes through interior structural reconfiguration, thus producing adaptive spatial formations.    
series other
type normal paper
email Christian.Derix@aedas.com
more http://www.generativeart.com/
full text file.pdf (340,904 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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sigradi2014_345s8, 12bb, 1620, a0de, cb51, c2e5, sigradi2013_244n, af22, sigradi2016_484xx, 5b2a, 53eb, 5ae3, 40af, bec6, ecaade2013r_011f7, 5846, caadria2015_126y20, fe95, 6744, 7628, 7314, a018, a603, 9bbe, 9f95, 9d81, 6888, 4551, 0541, 31d8, 85eb, fc7f, c2d8, c13a, 641f, 6e3b, fbe4, fa5c, 124c, af5c, caadria2017_135g36, c4a3, 77e5, sigradi2015_10.140s19, f9ad, 422e, 9f2b, 1c75, d694, ecaade2015_180n38, cc51, ecf3, ecaade2015_296p64, 1ed6, 2703, 1dd5, sigradi2014_345y8, 090a, sigradi2016_441nn, caadria2016_229r10, 7660, 38cf, acadia15_195v7, b134, b0f5, caadria2015_030f4, 3515, 8766, bd32, a747, caadria2016_497x20, e192, caadria2017_030e11, 0ff4, c44d, b9cc, f756, acadia15_263e11, d3cf, 8bde, 41c0, 7a37, 19c3, d8f7, ecaade2016_198s52, cebd, 4fd1, 578d, ba04, 78ce, ecaade2014_168e41, 5af2, sigradi2013_117j, 2924, d9c2, 84b4, e9f7, ae0f, 527e, 1a8d, 0989, caadria2016_881z37, f37f, ade0, 795b, fe46, 3ba7, 764f, 21e7, 8732, 2113, caadria2015_099r15, 9ae6, d3c0, ecaade2015_144f31, 48f3, 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ijac201412304p1, d6e6, 817c, 6a70, d106, 2a2e, a486, 4ad3, d4a4, fc09, 1ab0, 3232, cb68, 8a93, e021, 10f3, sigradi2013_393u, b506, 1a4a, 0711, sigradi2013_342u, b5c5, ijac201412301b6, sigradi2016_431aa, 962e, fcab, caadria2016_579p24, af26, 6d86, c8ce, 5442, caadria2016_209u9, 3ccf, 9db6, e8b7, e776, 3e6c, 1c0d, 9524, 17bd, 5c41, 12d8, 19d2, 6d54, 2137, dcf1, 818a, 0a27, c0cd, fe62, 67eb, caadria2016_333x14, 2bd7, acadia14projects_247r, 7dc2, 086f, 7097, 439d, 6467, 6fb4, 3cf4, 5b16, 75aa, 2c4c, 367d, 29a7, a9f8, 40c6, e14a, e0aa, 113f, 4dec, a507, ecaade2014_224a58, acadia14_523at, 5f6d, fa14, 4f22, 35d3, 7c56, e2ca, 0e79, sigradi2014_128w9, fc64, 9ea4, ecaade2015_77s14, ab12, 8fe2, 539a, eadb, caadria2017_058p20, 2ccc, 18e1, 5586, ijac201614207p11, 1cc7, 4be6, 5b9a, 5617, 74d4, caadria2017_094t25, 9c16, c034, e4b5, 65ea, c868, 68f3, d3b7, ccc9, 49e1, aca1, dbf4, 5df7, eef0, 2d75, 46a2, 2012, 03aa, 7f1a, 0dab, 190b, sigradi2013_152, ef9b, 3d26, 5b64, d00e, 0ec0, 3fb2, 2bf9, 46f7, 5b6b, 04a8, a84a, 5212, ecaade2015_113t21, 23e8, acce, sigradi2013_379, efc3, 6562, c70d, 3b44, acadia16_344h20, 8ebd, 5354, f5f5, 2e59, 32f8, 8e05, 64a8, 73f9, 912f, f6a0, 4e94, caadria2016_291y12, 680a, 3cc3, 410a, 926b, e07d, 36a0, 5e67, db50, ecaade2015_206x45, ascaad2014_037k2, sigradi2016_615x, ecaade2016_217p55, d9da, b830, ecaade2016_167u47, sigradi2014_074z6, 137a, d79c, ecaade2015_53r9, 1b4d, ecaade2016_114h31, 6e27, 3166, sigradi2013_275c, caadria2015_209b32, a13b, a2fd, 0ed6, ecaade2015_139d30, ba48, a3f0, 6cfc, e870, 0906, f13a, ecaade2014_086p20, acadia15_371m16, acadia16_478y27, 2705, 783d, fd2c, ecaade2013r_018k9, 5549, ecaade2014_057e14, bbc2, 24e9, 7315, 6929, 6cce, 7d17, ijac201614402w1, 3b53, 5ef3, 5089, c85c, eee2, d602, ef8f, 2f65, d527, 24b3, 8322, ace7, 6fa5, dd09, f72d, caadria2017_016s6, acadia14projects_291at, 0cba, sigradi2014_313t5, 4442, 8f68, b258, 8210, 33ca, faac, f63f, f96c, ae94, b0f3, 9906, ecaade2014_024d7, 23b6, 161d, ea79, 8bdc, 1507, 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6bb8, 5cb6, ecaade2015_158i33, 22c6, ac3d, 7136, 83e7, 21e1, 3754, 37ad, ecaade2014_240l62, aace, 9d80, 0d78, 2bbf, 0066, 2f0c, 6a93, fd64, 3d9d, f466, sigradi2014_289i4, eb05, 1515, 64dd, 2422, f634, b32d, 5003, a90e, sigradi2015_11.136m24, 082a, e498, caadria2015_102e16, 81e9, 6c05, ecaade2015_81o15, 3973, f566, 0b4a, 16c7, a0a1, cf43, caadria2015_208n31, c3a1, 67a6, be58, 87c7, 6820, caadria2016_589x24, sigradi2015_8.41u10, bf9e, ac90, c776, 6cbc, f150, 19ff, acadia14_453f, 423e, b95d, bc9e, 9743, ae54, a80b, caadria2017_009n4, 3d51, 489c, 6c9c, 2179, 9629, 0077, sigradi2015_8.47m11, b8fa, 8f61, 955f, 64a4, a907, 905d, 0f58, 72ea, f928, b098, cb67, c4e5, sigradi2016_484d, 5455, 9760, 360c, b4e6, sigradi2013_195a, 3218, 83c4, sigradi2015_11.165p25, b6d7, ffc9, eed6, 2c38, 4087, 9350, d6f4, a9bd, 39a4, sigradi2013_28t, df1b, ecaade2014_184p46, 4b5b, 0bbf, sigradi2015_sp_8.326w30, acadia14projects_479o, ff17, adbf, 4ca5, 9963, 0086, caadria2016_797u33, 582a, 9b82, a7d1, 7045, e15d, 6db0, f9df, fbd9, caadria2016_343m15, 25cd, 0468, eaba, 6f12, 3887, 1382, 0aea, 7677, 44fc, acadia14_153b, a717, b074, 2d31, 4fd3, 4b8d, sigradi2015_8.41x10, 61da, 9658, d790, 65a5, 6fdf, 7d76, cf6b, b767, a952, 1d47, e4ba, ascaad2016_022e9, c454, 2565, 1faf, sigradi2016_360q, 376f, 135f, acadia16_440w25, 32f1, db2c, a7db, 513d, 0776, 811f, ijac201513305j12, caadria2015_066e8, caadria2017_094y25, c341, acadia14projects_145r, 35c3, c246, 0803, ddd7, 17ec, 1d10, 33b4, e014, 27a9, e474, 68d9, 3fe8, e8b1, 44a2, 0136, 125a, fb48, fe0f, d50b, ijac201513303u11, ecaade2015_116d23, eb9a, c710, ecaade2015_268g59, d685, d2e8, caadria2017_062y20, e378, 929f, e4eb, e16e, 8ce7, abec, 3be6, 44d5, e32f, 956e, caadria2016_219i10, 1d77, d915, ecaade2016_048t13, 2f36, 2983, 3efd, 811e, 25fe, d613, d6cb, 5d70, c76b, 2bf0, b34d, a136, ecaade2014_138v30, 8b2c, a225, 5fe2, ce8d, 3a95, 90ed, 071e, ascaad2014_002l1, 24e8, d7c3, 4fd2, sigradi2016_741hh, 7177, caadria2017_113y29, bed3, ecaade2014_020o5, caadria2017_174s42, 2230, acadia16_260i16, 9e5d, 8c61, fecb, 983d, ff57, 4e41, ecaade2015_320m70, 2e46, 7888, 81d5, 2860, acadia14projects_463ax, f0b2, a27f, ascaad2014_011z5, 62ae, c504, 886f, a8b3, 46c2, 002b, 1ce5, aa9d, caadria2017_033p11, 909d, c5fe, 6183, fc86, f2be, d653, 528c, 8bf5, c3e4, 34f9, 85c7, acbc, 9b1a, ecaade2016_075a22, 57b0, acadia16_88s6, e3c3, 006a, 0fa7, sigradi2016_778rr, 788d, ascaad2016_028u11, 8f27, 10a9, f5a8, 1af9, sigradi2013_234i, b06b, 44e7, 65d6, ecaade2015_138x27, 6588, 802a, 87bf, 0099, 8214, ef09, 6491, 9d27, adca, ecaade2016_197c52, e28f, acadia14projects_347aj, 979b, a3b3, 6390, 4377, e803, 3e01, f76c, sigradi2013_327v, 79eb, 00f7, eea3, ecaade2014_143m32, d35b, ecaade2016_134c38, 3bb0, 751b, e74d, sigradi2015_8.289c15, 71a9, 3a02, ede6, sigradi2014_345d10, 48e9, d901, ed4e, ecaade2015_127s24, 0ecd, ecaade2016_166l47, bb5a, ijac201614303m2, ab84, afaa, 6103, 0f71, 0dee, 984e, f59f, ecaade2015_280c61, 7902, acadia14_691at, 05ea, a7a1, 626f, ca6a, ac06, 078d, 5ed6, 6f21, 7303, sigradi2013_160h, 296f, acadia16_432x25, 90fb, ecaade2016_072h20, 9d37, acadia14_709ar, 27db, caadria2016_819m34, b1bc, 6bf6, e227, 932c, 2e74, 7b68, a2c8, ijac201614408i5, fb40, b60e, 63b4, c2ad, 6b60, ea09, 8942, 7e9e, sigradi2016_815z, 94d8, ed1d, ff29, ccab, 17a2, 7e0d, sigradi2014_045a4, 38be, 197e, ecaade2015_233v52, dc75, 4e3c, 1e53, 325b, b675, 31ec, e2cc, f270, acadia14_23af, e86c, 70a5, 76a4, cbdd, 78f6, dcff, 9b46, f23e, sigradi2015_8.189v13, 7309, 94f6, ecaade2014_194x49, 46f8, b883, 3227, d733, d418, 1c5d, 3929, ad26, d3c8, acadia16_372x22, 7225, 4b3b, caadria2015_030i4, 3f3b, 9f45, 477d, 5235, 6685, ecaade2013r_003z2, sigradi2015_10.309s21, e385, 6259, acadia14_135ac, acadia14_435ap, f70e, 2817, 1ebb, caadria2015_188s27, 243e, 5269, f840, 512c, 1afc, dd77, acadia16_140n10, ecaade2016_119m32, 9e9a, 1ecd, a681, ddf6, d663, acadia15_211y8, f09f, bd81, 0f05, sigradi2013_138l, 0670, acadia16_382r23, 1e28, 5e8c, 025a, cd4a, caadria2015_023a4, 6981, c688, caadria2016_177a8, ff4c, f666, cd6d, sigradi2014_042u3, bdbf, 2554, 5409, 5637, 8a15, a2c3, sigradi2016_517o, 4767, 9a04, c391, 687b, 825d, 44f2, f9b5, ecaade2015_237o54, ecaade2015_114l22, 61aa, eb78, e1e0, 7c40, 126c, 12cf, 9044, 808e, ea1e, aea3, ecaade2016_073h21, 40ba, 42fd, 569c, ascaad2014_029n8, e48a, f8d5, ijac201513201i5, 4513, ecaade2014_149c35, 4499, e981, d841, 61ce, 3a89, 60a2, 57a3, 2dd4, 2df0, 11f0, 9b2a, 9b75, bab5, 5dd7, 63e8, 4d5e, 63b0, 1920, 4ea3, acadia14_153c, b1ca, 1b23, f0ca, 6baa, 15e1, 0b29, ijac201614203p8, b176, 11f5, d8e7, 444c, 0e36, 31ac, ae8b, ea4e, bce9, 4b58, d509, 54ee, fd4e, 8fe0, ijac201412204o2, ab3d, f144, 8271, 7d8e, 1d29, 5b2f, 3a22, 4e55, 3dfe, b03f, caadria2017_001g1, a123, 4c4d, 933b, fcb1, 55fa, caadria2016_095u4, e697, d1a5, ecaade2016_047i13, sigradi2013_347u, 5e7f, sigradi2015_10.309w21, 4f4d, 68c2, 431d, 9748, ed83, ae0a, 76f9, b751, 904b, caadria2017_136n36, c8fd, 6d33, 7793, ecaade2016_213p54, 4327, caadria2017_123o32, 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caadria2017_113z29, 6322, 670c, 1ccf, 4415, d3dd, 3951, 683c, ecaade2015_293d64, 62a2, fabd, sigradi2015_8.41c11, da7a, 378d, 3485, 7174, 376b, e0a9, af89, ijac201412408p2, 76a7, 8bf1, 06cc, 712f, 4c70, acadia15_431v18, ea8f, 18ce, a238, f1a9, 5b8c, sigradi2013_212p, e9b3, b537, acadia14projects_117i, 5f03, 0073, 56b7, d526, b470, sigradi2013_326l, d045, c333, d930, caadria2017_055r18, c101, 3535, 15c7, 843d, 99cd, d768, 1c32, ecaade2013r_019a10, 7fbc, sigradi2016_417kk, ecaade2016_119s32, 621a, 57b9, 3be1, df8d, 2922, 1704, 582f, ecaade2016_071x19, 5cf4, 96b0, 4b93, 9819, ca9c, 67db, cb20, da38, caf9, caadria2017_063b21, 6b73, 70cb, 36f0, caadria2017_081y24, ijac201412402b5, 3507, 6d85, 6d8b, dcd4, 2334, e94d, ecaade2014_023m6, sigradi2014_048z4, 1593, 075d, cb15, caadria2017_136p36, caadria2015_237t35, sigradi2014_123v9, fe9d, aa24, ed2a, caadria2015_087m14, ab28, ijac201614105u4, 31c7, caadria2017_095g26, a9cf, 6529, 57a0, cf91, b8a7, 16de, 8c85, 1803, 7a4d, ffdb, fc6c, 18ab, 99a2, 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ijac201412403j6, 8be8, 6239, f3a7, 29d4, 43bc, 3eaa, ijac201513105c5, 4049, sigradi2016_781qq, 22aa, 707d, sigradi2013_62t, ea63, 4752, 90a8, acadia14projects_347am, sigradi2013_117u, 8371, cb77, 07de, 4996, 7df7, 3e19, acadia15_251o10, 834c, ef46, b7f1, 1eb2, 3092, 843c, ecaade2016_058v14, fb60, 4a4a, a647, c7ef, 1de8, acadia14projects_445af, 0712, 1041, b409, 239c, 03ee, 0b05, ijac201412301z5, cb5e, 1692, acadia14_63ac, acadia14_479r, 7e5b, sigradi2015_7.146b10, sigradi2013_401r, 469c, 7e41, 9f61, 4142, 4210, acadia16_224d15, fac4, ad90, acb6, 9d64, cc34, 01f2, 45ce, 64ca, caadria2016_013u1, acadia15_203g8, acadia14_589a, ijac201614305n3, 4e12, 2e9f, 4a27, ecaade2016_129u35, e396, 0538, a134, c09e, 7817, 97bb, 0ba7, 5317, 4801, f45f, e26a, ecdc, 2364, 207c, ecaade2014_239a62, cb8e, 66e6, e43f, 1aba, 6a24, ecaade2013r_018y9, 1cb9, 6874, 00f9, 858c, ecaade2014_133x29, sigradi2016_522x, 4a0e, caadria2015_111l17, 01ec, sigradi2016_590k, 9119, 9e48, 33a5, 1ff6, ecaade2016_123w33, ecaade2014_188h48, 7456, 9b6e, 2028, acadia14projects_311u, ef92, 712a, 5ffa, 6a7c, d2cb, 4f55, caadria2017_163b41, ed2e, 99e4, ba8a, efc9, b4c6, 3630, sigradi2013_200d, c1d0, d201, ee01, ijac201412408v1, ecaade2015_293e64, 0951, 589b, ecaade2016_163o45, 6c32, 1c2c, 8075, 5547, ecaade2016_197f52, d9aa, 6903, fe5d, 0561, ed32, e8d4, d7c6, acd4, a517, 7d0d, dcb1, ascaad2016_049u20, 3504, 9a87, 1d92, 1c01, c6ca, dd78, 6781, 7159, 6ac9, dbe2, 48b2, 5ace, acadia16_98t7, ijac201513105m4, ecaade2014_023k6, 54d1, 35c8, 62fa, caadria2015_206i30, e768, 0acf, 9f24, d630, ijac201412304r9, 5345, ca26, 4441, 0bc4, fb9c, 5ad7, cda6, a0ed, de96, 9854, dcf5, f9e6, 5562, 1001, 6119, 2bd9, 7219, fc3f, 924b, 188a, abe5, 9c79, 8967, 3d4d, 7e96, 825c, cbbc, sigradi2015_3.268j5, cdd3, caadria2016_777a33, 404f, 83f2, ecaade2014_104l23, 3b3c, b2a1, 0f1c, aa7d, caadria2017_040o12, caadria2017_029p10, dbcb, 8e54, acadia14projects_153d, ed33, 72ac, ecaade2016_027f8, caadria2017_190y45, 1786, 7a48, 8d83, a4a4, 4d42, bd44, 5cfc, cc03, e816, acadia14projects_435a, ad76, 89e3, 33f3, ecaade2013r_003w2, 6728, 7448, 6f6b, 41cc, 68ab, acadia16_308e19, 455a, ba02, 3ba6, acadia14projects_153at, ascaad2016_058h23, 4dfa, a54a, 0734, b5cf, 8463, 5139, 63fa, fa45, 8b9f, fbc8, 5b96, d485, ecaade2016_042z11, 6bbc, acadia14_167u, c94e, e6cb, d525, acadia15_173p6, b6f9, sigradi2014_239h9, bbd3, ijac201513203w6, e555, 81a3, 868a, ecaade2014_195u50, 949f, fb3c, df7b, ff4f, 64c9, 3450, 66d1, ada1, 0140, 8bc1, 055b, 5a6e, 39a7, 4bfe, d41b, edf1, ecaade2015_130w25, fa67, a089, acadia16_440b26, 6963, 9fb9, 790b, 496f, sigradi2015_4.52m6, 0f2b, acadia14_409n, e551, 0f51, dbf5, 6cff, c25b, sigradi2016_770r, edb6, 73b5, 35c7, d0ba, 4fad, c370, 4fcc, 81a8, f4a3, ecaade2014_112d26, 562e, c624, 29e0, 7a6f, ecaade2014_052z12, de37, 0239, eff5, acadia14_555k, 4445, 6e4f, caadria2016_363d16, caadria2017_132v35, acadia16_244s15, acadia14projects_699s, 7b90, bf40, acadia15_497l22, 36f5, 35f0, 23e2, 3317, eabd, 5225, 3683, caadria2015_014z2, d51c, d7fb, 0af1, 6b9b, ecaade2015_22v4, a28f, caadria2016_353y15, a01d, fb82, 6651, ecaade2014_186e47, 845a, 0ed7, 54fd, a052, a6f2, 0a98, 70a0, 999a, 2bc2, 6d65, fa62, caadria2016_767u32, 77bf, 576b, 7c6e, 942d, acadia14_487f, 8024, 6ac3, 4c1c, 66a5, b6be, ecaade2013r_012r7, 4a42, ascaad2014_029e8, 8208, fc26, 7e8b, 56e8, 9a25, b6e6, 15c4, c668, d923, caadria2015_072l9, 140d, e278, 6b3b, 044f, fbb0, ae99, 7dbb, faf1, ecaade2014_011e2, 0530, c493, 43a9, 4844, 4c26, afdc, ijac201513201g5, afce, da1c, ecaade2014_176a44, 66e7, 35c1, 4e80, 1208, 2980, 1fc0, 9cfa, 11b0, 754e, 27d7, 26f5, 1f68, 5b71, 9f0d, b1aa, 43f9, 9b86, b725, 0a52, 8486, ascaad2014_014j7, b881, 53c7, 509c, f19d, 6ca2, 7af1, ab27, a39a, 9339, 2785, b2a7, 2b96, bf71, f99a, 84c4, 2f4c, d8b9, be82, ijac201412307f3, sigradi2013_30c, 4e68, 7e4b, ecaade2014_143r32, b12f, 3fb9, e8b0, c794, eb77, 6c39, b1e6, caadria2015_014w2, sigradi2015_12.297h28, 54be, 800e, f918, b752, c071, fd65, 1181, 6230, 12b4, 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5429, e08f, c3d5, d389, 76c9, 8e87, b701, 66d6, ec0e, 6616, 0f65, ec71, ijac201614303o2, 6e36, 79f7, 3be9, ascaad2014_033z9, 2226, ascaad2014_033c1, d9f2, 3274, a635, b19f, 4a79, e254, sigradi2014_213o7, cd6b, ecaade2014_240f62, e8e4, f28a, 6c2f, ecaade2015_222d49, 4364, 7594, caadria2015_218y33, f65c, ab76, 9482, ecaade2015_86d17, acadia16_352v21, 361c, ascaad2016_021w7, ecaade2016_243c65, ijac201614206w10, ecaade2015_13m1, 9302, 223a, ecaade2014_240d62, 29b1, 48d1, caadria2017_095e26, d2e1, 5449, d669, 8af7, f443, e784, 060c, 7389, 5ba0, 0a4e, caadria2015_130x21, 03f6, b9dd, 8355, acadia14projects_661m, ijac201412403f6, dae6, 187f, 5b33, f117, 1192, 52df, 64de, sigradi2015_8.186d13, 6587, 14ac, 70b4, b8db, ecaade2014_196a51, b0a8, 88e2, caadria2017_113r29, 5c9b, ecaade2014_070k16, 0cc3, caadria2015_126t20, c2f0, 95e1, fd66, ecaade2015_278o60, b722, abc8, ecaade2015_122k24, e073, 8c58, 4bb4, acadia16_224w14, sigradi2014_266e2, 8378, 3c2c, 1d02, 1d5e, ecaade2014_052p12, 1f17, b5c3, sigradi2014_345m9, 151b, caadria2015_126p20, a6f7, sigradi2016_814zz, 59eb, 8efe, b068, 4219, 8485, caadria2015_209w31, 2e9b, 1a30, ee41, b411, d40c, 441c, sigradi2016_654ww, 6ec6, 66d2, ecaade2015_211y46, 8410, 0914, 09b8, 9b41, f556, ecaade2014_153k37, 681b, df1c, 92f8, 2c9c, 7687, 9bd7, d752, 5195, f3df, ijac201614102m2, 5094, 0bcf, ac74, 3db9, afea, caadria2017_035t11, 8a1b, 3d04, fc14, f2f5, 67e9, 25c1, 8f3a, ecaade2014_188o48, 13e9, bceb, 6a43, ca2b, 741b, 74a0, ba7c, 31ea, acadia15_469i20, 251a, 8a32, ecaade2013r_005m4, f48a, 2d45, 919d, a51e, 6a8d, da8c, 8c2f, 846e, 9ad1, db85, b72a, caadria2016_343j15, b640, 679f, 171b, caadria2017_041z12, 7ead, ascaad2016_049t20, ee7c, 7306, c4be, 9336, 80d2, 77b4, f180, 0221, e2c5, d9cf, sigradi2015_10.307k21, ascaad2016_056f22, 9ad4, 9991, d32d, b060, 0fcd, 94c8, 2609, 235c, 1b6f, f059, 1487, acb1, 2b04, acadia14_23z, 7891, 92a8, ecaade2015_297b65, 5c8a, aa51, 6ea1, acadia14_63ap, a45d, 7976, ecaade2015_284v61, 5fdb, acadia14_347ap, b3ff, 8f99, 22a6, 2d91, ecaade2016_243w64, c65b, 9bf4, d699, 7e59, 75fc, caadria2017_015z5, 6a74, dfbc, d3e8, acadia14projects_111k, sigradi2015_8.328r15, ecaade2014_109t24, b0c1, b26e, 9df8, aa23, 5fe9, 101f, ijac201614102b3, ec2d, ascaad2014_008l4, b7fc, 7854, 8548, 09fa, a32b, acadia14projects_479b, 6a36, b551, 8015, 7332, 15b8, ecaade2016_127d35, 9ce0, fca6, 17e7, caadria2017_058f20, ijac201513105i4, 13d0, a641, 5115, 3b6d, 3a4b, 6f8c, 40c0, caadria2017_008v3, adcd, fdc6, 9648, b3b7, 0b77, 851e, sigradi2016_524cc, 1bd3, acadia14_281ae, caadria2017_054c18, 7293, ce6e, 21a3, 35f6, 48a3, abd9, 0b91, 6581, c7e4, sigradi2013_183b, d559, 9971, e8a0, 61fb, 531d, ecaade2016_096o26, 0d67, d7e0, e9bd, ecaade2016_130r36, 3eb4, fc4c, 67c3, 86bb, f857, 6047, 83c2, d8e2, 2827, ijac201614104y3, 5008, 7bea, sigradi2013_387g, dede, fdef, bfef, 2150, 3297, b847, 9aee, 062a, 7847, a235, 05b5, c851, f77b, dc5e, 02ac, 90aa, caadria2016_291b13, caadria2016_085j4, 7e90, 79a3, 62ff, sigradi2016_381n, 27c2, 9737, f0a3, acadia15_395b17, acadia15_137c5, 53cf, 255f, 37fc, 7474, 5e53, acadia14projects_117b, acadia14projects_117ay, 6cd0, 287b, ed07, 9578, 2ffb, 8181, b8b6, 1531, b948, d391, 7462, d95c, 79f3, acadia14projects_145k, e25b, 6f24, 7533, 3d96, ae39, 1a23, d4c5, b01f, d2fb, b135, 5c6c, 6815, 094f, sigradi2016_461k, 09c0, 71be, c60f, c09a, e90c, d4e8, ecaade2015_286e63, ecaade2014_113t26, e2a7, a93c, 89e5, 9b59, defc, ijac201412201f1, ba2b, f434, 9546, 7163, d8c5, d550, caadria2015_142i23, 1ca5, 67f5, b42a, caadria2015_181e27, a718, bf42, caadria2017_124v32, 775f, 944f, ecaade2016_ws-dleadb68, acadia15_333u13, caadria2015_164e25, b90f, 17b7, 0df3, e578, 1980, 0b70, dfeb, f5eb, acadia15_395z16, 2686, 815f, 305b, 795e, sigradi2015_3.345z5, d855, a966, e976, 626a, 70ae, 0a9d, 892a, 9390, a2c7, acadia14_63ab, 6b61, d1f8, 5044, b35f, 47ae, e6d8, e833, ijac201412408h2, cc99, a590, ddc4, d197, 1f77, af69, ecaade2014_149a35, 7508, cd91, ecaade2015_246a56, 4c60, de34, d3d4, ecaade2015_21b4, 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ijac201412202z1, e5c7, 18a8, 4924, 79c6, 9ccd, fd43, 63e6, ffde, caadria2016_003k1, f4f1, bb01, e219, 78c2, ijac201614307j4, ea98, 9cd2, f4aa, 4c12, 4bfd, 8052, 5417, ecaade2015_178h38, caadria2016_187o8, 1fa2, 6935, 2897, 525e, 964a, sigradi2016_455c, 59f9, cd95, 14ec, de42, e9a4, b141, 7f75, d763, e439, 0f25, sigradi2014_151n3, sigradi2015_10.307g21, fae5, 5d89, 1f62, c032, ascaad2016_042r16, 2037, cf15, 8a61, ijac201614203b9, ebec, 26c2, 1ad2, ecaade2014_143v32, 9d19, 72c0, a35c, 480a, c312, ecaade2015_114k22, bc1d, 34f6, sigradi2015_11.165z25, acadia14_479av, acadia15_371d16, ba68, 6170, ijac201614207o11, ecaade2015_64p13, e7c9, 881a, 23c9, b94f, c9d5, sigradi2014_042r3, ijac201614203v8, fc83, 8890, bfdb, fe27, ecaade2016_072g20, 4608, f7bb, 0eac, b59c, be3a, 1f1b, 6cec, 6f1c, acadia16_154j11, 0a5b, 5ebf, 6570, ecaade2016_222e57, 08e3, 3ab4, 34b5, 294d, 9b2f, c7b6, d1a0, caadria2016_651y27, 816c, c0ba, 374f, ecaade2016_080w23, 297e, ijac201412304y9, 725f, 99c8, sigradi2013_244, ijac201412207f5, c368, c80d, 5a5f, ecaade2016_071z18, acadia14_589e, ijac201614306w3, a6e3, b4dc, bcc4, f355, 5121, 005c, ecaade2015_13u1, c5a9, c3f6, 0cb3, b5d3, 5a2e, ecaade2015_304f67, bdfc, ecaade2015_74m14, 8975, 5dc1, bf4d, 5d8c, 849b, 10cb, ecaade2015_11a1, cabd, 9ec4, ecaade2014_214g54, 81e6, 6479, 51f4, d9d1, 00b4, 572c, 5eab, 5453, ecaade2014_108i24, ded0, 6bfc, d58c, caadria2017_132o35, f685, 97d1, 36cc, 1683, d618, ascaad2014_019e3, d6e1, caadria2015_108t16, fb6c, sigradi2013_390t, 1a81, 41b7, 0283, 2751, 13fd, sigradi2015_8.186a13, 0f89, a980, 88f5, 349a, caadria2017_042r13, 8238, aeab, 3e9b, ddb5, ijac201412201g1, ecaade2014_052l13, 1048, d68c, fefa, 62c6, 89ea, 5b01, 7425, f187, 8880, eb8a, 4ab4, 66e8, sigradi2016_752ww, c0f9, 485d, 6d74, 3729, 1574, d2ff, acadia14projects_357b, 3f32, 9f5a, bfde, acadia14_463u, 9165, 55bf, f00d, acadia16_130l9, 2002, sigradi2014_263i1, 7abf, sigradi2014_041d3, 37a4, fdc5, 260a, 5464, ascaad2016_018o7, 4a25, 7d86, 476c, 889c, 3f8c, caadria2015_172e26, ecaade2014_015m3, f812, 755b, b4b6, c17b, 72e5, 69de, f5a4, 4fdf, caadria2016_353x15, 6f2d, 88a0, f95b, 3ba3, 4bcf, 513c, e4c4, 2e0e, 0743, ead9, 1092, c426, d98d, caadria2015_081s11, 6090, 8e1f, ecaade2013r_013w7, bb64, a67b, acadia14projects_135y, ecaade2016_089a25, d85f, 0201, 8e57, f753, ecaade2014_149c34, sigradi2015_12.19y26, 2bc7, 4531, c5a2, c8ab, a822, c828, a7d6, 0b00, 4105, 9d5a, ecaade2016_ws-dheritaget67, 68bc, sigradi2014_345j9, 0e2a, 9352, c0fc, c983, 0727, 9be7, acadia16_214b14, 8757, 15c1, fe2e, ecaade2014_217i55, 68a6, c5b9, 30eb, 7ad0, d409, d44e, 40cb, acadia14_479i, 92f3, 0d63, b6fc, sigradi2014_082u7, d909, f2a0, 8473, acadia16_298k18, 88dc, ca42, e2c0, ecaade2015_217f48, db45, 362e, e73d, 91fc, a22b, e91a, 7644, 6f1a, ecaade2016_099n27, 407e, be19, f0af, d4db, 6712, 0270, acadia16_24s2, f630, 9134, 0f14, 0adc, 198d, d648, e96a, d6a0, 4159, c018, 5d19, 93e3, f7aa, 1482, 1a9e, 9e07, caadria2016_745x31, ijac201614203s8, 0080, 4ee0, 52b2, 0bff, 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