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 2005_647
authors Caldas, Luisa G.
year 2005
title Three-Dimensional Shape Generation of Low-Energy Architectural Solutions using Pareto Genetic Algorithms
source Digital Design: The Quest for New Paradigms [23nd eCAADe Conference Proceedings / ISBN 0-9541183-3-2] Lisbon (Portugal) 21-24 September 2005, pp. 647-654
summary This paper extends on a previous work on the application of a Generative Design System [GDS] to the evolution, in a computational environment, of three-dimensional architectural solutions that are energy-efficient and adapted to the climatic environment where they are located. The GDS combines a well-known building energy simulation software [DOE2.1E] with search procedures based on Genetic Algorithms and on Pareto optimization techniques, successfully allowing to tackle complex multi-objective problems. In the experiments described, architectural solutions based on a simplified layout were generated in response to two often-conflicting requirements: improving the use of daylighting in the space, while controlling the amount of energy loss through the building fabric. The choice of a cold climate like Chicago provided an adequate framework for studying the role of these opposing forces in architectural form generation. Analysis of results shows that building characteristics that originate successful solutions extend further than the building envelope. Issues of massing, aspect ratio, surface-to-volume ratio, orientation, and others, emerge from the analysis of solutions generated by the GDS, playing a significant role in dictating whether a given architectural form will prove adapted to its climatic and energy requirements. Results suggest that the questions raised by the exploration of form generation driven by environmental concerns are complex, deserving the pursuit of further experiments, in order to better understand the interaction of variables that the evolutionary process congregates.
keywords Generative Design System, Genetic Algorithms, Evolutionary Architecture, Artificial Intelligence in Design, Building Energy Simulation, Bioclimatic Architecture, Environmental Design.
series eCAADe
email luisa@civil.ist.utl.pt
full text file.pdf (238,948 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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ecaade2016_078a23, ecaade2015_207n46, 2d3c, cf33, f734, d83b, 9829, acadia14projects_671k, 35e5, 3501, f360, df9e, f59e, 466e, sigradi2014_085g8, ecaade2014_046u11, b4ff, a796, d8a3, 8903, b295, 8051, 0f6f, 0c1c, 603c, 5312, c145, a898, 1d8e, eed5, 087f, acadia16_362s22, ascaad2014_005v2, 5cc7, c4e3, acadia14projects_63a, 9a53, 8ac4, 64cc, 39f7, 22d9, c5e7, c5e9, 7fe9, ecaade2015_158v33, 0152, e6fe, e336, ascaad2014_014k8, 2a8d, 63a6, 0c88, 4f4e, 4a8f, de28, 9b61, 2ca9, ec88, 103b, ecaade2014_180f45, 8a2a, 3041, 8d09, sigradi2015_10.307o21, 9154, ecaade2016_166i47, fc36, ijac201412408l2, fa77, e899, 9659, ijac201614105l5, 5284, b1b0, 5ec2, sigradi2015_3.201p3, 1337, ecaade2016_077t22, f722, 928f, 45c5, 1f89, 7378, 667d, f336, 9525, ijac201412301r5, 0ff6, dcea, 3f88, ef31, a5ea, acadia15_110u3, ascaad2016_037g14, a0bf, db63, 72d1, c326, 9806, ecaade2014_240s62, ecaade2015_314h68, 59a6, b6a2, fcf3, 6f7b, f075, f4e8, 4c46, bba5, fc22, 6834, acadia16_62o4, 043b, 2f7e, sigradi2016_817m, 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ecaade2015_109z20, 7a6b, e388, 88c2, ddb4, 39aa, 1bb7, 5d99, d0a6, 0ec8, 308e, 2646, de44, 70eb, ecaade2013r_001g1, 6aa1, 4cf0, 1726, 5078, 5348, a7b5, 198a, 5904, sigradi2015_8.186g13, 27b6, a907, 4ac6, 8ff8, caadria2017_135h36, 9d8a, 4e44, ffc4, 5058, 05ae, 34c4, b60d, b9c2, ff60, f74c, dc03, sigradi2016_522x, 42bd, 5e91, 2177, 13ef, 499b, f00b, acadia14_301h, 7d69, c119, 7744, 7007, a439, 8fc5, 5a70, 8caa, 70a7, 018b, 7011, 4267, 1026, cd06, 5a5f, b854, 3a6d, 946e, 4357, 867c, dc0f, 7010, 5472, fdf6, ba7d, sigradi2013_96, 2a46, acadia14projects_647ay, 84e1, ecaade2014_224c57, 413c, ecaade2016_104o28, f1f6, 31b0, 81e6, c32c, ed68, f465, caadria2017_096c27, b958, e71b, 0504, 03b8, fb5a, 44b0, fdf9, 1b93, a334, bb47, 0a80, 1d38, f725, dae1, 1c01, a3b5, 7d6a, cbe3, 5fec, 8a2d, 4f02, 1436, 20b2, 0826, a007, fd28, 811f, 7da7, b336, b873, 0a5b, caadria2016_797o33, 0f3a, 382a, 615b, e173, c4fd, 1933, 1de7, d3d4, 7965, ca8e, aa6f, 6c2a, 6864, acadia15_123x4, a164, acadia14_339as, bc61, 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sigradi2016_512b, acadia15_483a21, 850c, 32eb, e931, 709b, f288, 210b, 6850, 277c, c52f, ecaade2015_318s69, sigradi2016_431bb, 6e38, c0c6, d5e1, 92e2, 4f9f, 9118, caadria2017_046r14, ecaade2014_023k6, 5197, 7fea, 4af1, a317, f677, 24d9, 2471, 46ad, acadia14projects_479k, 923b, 170c, ecaade2015_269s59, 5219, b7ef, 7df8, 6812, 72a5, f1d4, 015b, ijac201614309j6, 6bf8, 9163, 1bbb, 1a7b, f27b, ef2f, 8168, caadria2016_851s36, 81c5, f550, ecaade2014_240g62, f10e, 4fbc, b76a, 6cce, caadria2016_745e32, 105f, sigradi2016_407z, 3b92, ca47, ecaade2016_017r4, 5d9e, bf01, c7f8, caadria2017_129d35, caed, 6026, d8ad, bbf1, 7968, 60f7, 30a0, 0767, 2886, a14d, 8096, 8e94, 7006, caadria2017_147c39, 1a81, 563e, e154, acadia14projects_339ac, 7845, ijac201614305b3, c1ea, 8f1a, 4e10, 58fe, 7369, 8429, b6dd, f596, 8341, 9910, c5cf, 4792, 6a97, 7b56, d902, be2b, 0f28, 2585, 84f0, 63aa, fd12, 2419, 11f2, 196c, ijac201412301l6, ed6f, 4298, d8dc, 6ad6, 446a, 1c39, 7928, ac96, 70db, 7f79, e78e, 488d, 2a4b, 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1df7, 9392, 7fec, de84, ddeb, 30ce, 10af, caadria2016_157w6, sigradi2015_sp_8.78j30, ab5c, 4ed6, acadia15_469i20, sigradi2014_345x8, 0cf2, 568d, 4d64, sigradi2015_4.52i6, ecaade2016_018t4, e6d8, 7db3, a412, e93b, caadria2016_177v7, a4ca, 6f92, d1f9, acadia14projects_579k, ecaade2014_066j15, f755, ascaad2014_024r5, ecaade2014_186c47, ecaade2015_103n20, caadria2017_174w42, db5a, eff0, eae0, a18e, ed02, caadria2015_099p15, 543d, 4aac, sigradi2016_636l, c730, 32d8, e362, b76e, c413, 9d09, 9140, ecaade2016_ws-afuturel67, 4503, d720, sigradi2013_429l, 1ef9, ascaad2016_023c10, c3a0, b362, 3ecd, 151c, ecaade2015_196f42, 26a0, 55f4, caadria2016_755p32, d306, 013d, caadria2016_445x18, ecaade2014_138f30, 434f, acadia14projects_247k, sigradi2016_647oo, f00a, 2f91, 717a, ascaad2016_028p11, ecaade2015_138b27, acadia14projects_281ad, 273c, a665, ascaad2014_019h3, acadia16_450p26, 0e33, bf6b, 1e0e, c778, 2c40, 17c2, sigradi2015_12.297e28, 189c, 4adc, 6e19, 53cd, acadia15_343o14, 4c2e, 997c, 46b7, c31f, 8e07, 335c, 3efb, caadria2017_051n16, acadia16_424h25, c274, 81ab, 8cb4, ed9b, ecaade2014_139g31, 956e, 9fc7, c2c9, 806b, 9d6e, a789, debf, 1f3a, 5dc2, da40, d130, 4d95, 665e, db97, 28e7, 0609, acadia14projects_229f, 2098, 713b, 8f78, eede, ac5c, 01fe, 1902, 70c5, 466b, b30e, 28e3, 935b, d983, f4a5, d4a4, caadria2015_172y25, 03e9, d4bb, e3a2, 9928, 8b0c, 3841, 9b09, e07d, caadria2017_081o24, 9025, 7c5c, 4977, 6018, c321, a471, 3420, caadria2017_054a18, dbc3, sigradi2015_8.186l12, sigradi2014_345u8, 79a6, 3bb7, f42c, sigradi2013_393s, ed6a, 933c, ecaade2014_202r52, 65c0, 7bae, 5ab9, b2a2, caadria2015_111f17, 6652, 5d2d, c5c2, a558, ee87, d7a2, 1db7, f2b8, 1fb6, bfd7, 8c12, ijac201614207g12, caadria2016_693c30, 6e61, 847e, 6127, 5185, 8a63, d9c0, 4c1e, b112, ecaade2014_151u35, 14b1, 7556, b85f, 360d, 0409, fd86, c27d, ijac201412401b4, 328c, 7be4, 61d0, caadria2017_132l35, ecaade2014_239t61, ecaade2013r_001m1, acadia14_135aa, ecaade2014_079y18, 5714, 4b69, 248a, caadria2016_187p8, ec44, f0e3, e53e, cb3f, afd8, ee38, sigradi2016_659l, ecaade2015_77u14, e91f, f55e, a5f2, 3f55, 1c1e, ecaade2015_21m3, 7eac, 9ca1, a820, 283c, ecaade2016_098c27, 7e65, cb01, 747d, 0af4, dd45, d7ae, ecaade2014_121x27, d659, b45a, 0817, 8887, 964d, cca8, 4118, 78a5, 96ef, 083d, d0a4, 5507, 5543, acadia14_671s, d6ac, be28, 5079, 2812, 9c29, 54d7, ecaade2016_162u44, 2ba2, 427c, b16a, da3e, ecaade2014_176l44, 713d, 9826, ijac201412403b7, acadia16_478s28, 07c0, ecaade2015_138i29, e3cd, d042, 1365, d2a3, 16fc, 495c, 5f83, 95d3, ecaade2016_067h16, acadia14_281ae, acadia14_399aj, 25d0, acadia16_362k22, 21ab, sigradi2015_8.239b14, 4574, de93, 4019, ecaade2016_040y10, 4a85, c300, ae6a, bf94, ascaad2016_054z21, 99ca, ecaade2015_158t33, 4e31, caadria2016_125s5, c3d4, caadria2015_108o16, d4ad, 5d6c, 312b, dac7, 718a, f5ed, 9db8, a691, 7592, sigradi2015_1.305d1, 6a7e, 828b, 3c43, 0268, 4381, sigradi2016_659o, 2946, 160e, f504, d141, 77d7, 0c23, 0456, bfd0, d018, 9254, ascaad2016_023x9, 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4d0b, 4d6e, 8dcb, 61f7, 8bd6, f00c, bbdb, caadria2017_163y40, 504b, 9a52, ecaade2013r_002h2, 8351, 5d5f, acadia14_53k, dc9c, 6261, 49d5, 2c77, a610, ecaade2013r_010p6, 54ed, 7b1a, 1a03, 2077, 93bb, b9c8, sigradi2013_212r, 8139, 2134, 4821, 1f1c, da08, ecaade2015_193x39, 5bdc, acadia14projects_589k, ecaade2015_138y27, 1136, bc57, a483, ecaade2015_227o50, 25a5, bef1, 898b, fff1, 4a02, caadria2016_819n34, ijac201412303x8, 580a, f7b5, 8c9c, 58bb, 7ed8, ecaade2014_113r26, 07a7, c4f1, f122, eff9, c37b, 79f1, e363, 2206, d52a, acf5, d8b1, 6432, 3b72, 2cba, 52a5, cf5d, 8cea, 5bf0, 254f, aa95, acadia14_627al, 49d4, 2bc1, f714, ecaade2016_071v19, 4c5b, 3415, abcb, ec96, 1d0e, 75f1, sigradi2013_100d, f033, 983b, 42b3, 9aa3, a429, 42b0, 4bf5, sigradi2016_690c, caadria2016_797p33, ecaade2016_037x9, 6923, 07ea, 3fce, 7532, 2ff7, 1171, 8700, 50c9, c120, e245, b127, db08, acadia14_691aw, 5121, f043, 26d7, e14a, 2cfc, ijac201614203e9, 35bb, b79e, 1a02, 45dc, a9de, 73fc, 4db3, a0f0, dbc5, ecaade2015_202f44, b5f7, 2ef4, 64cd, 73b2, 482b, 2983, b74d, b43f, 828e, d6bb, df48, ecaade2015_94d19, d613, 2dd4, caadria2015_114h18, dbc8, ascaad2016_022g9, 1a36, fc9e, 7834, 980c, 3bca, 9563, ca09, 245f, ecaade2015_53r8, cda1, c83a, 2eec, 0dd8, 9d7b, d54b, sigradi2013_194v, sigradi2014_045e4, sigradi2015_10.140o19, 63ba, caadria2015_213a33, f396, 0bd9, ascaad2016_021b8, a450, 4ef4, sigradi2016_686rr, 66bc, 101b, 9389, sigradi2014_134b2, 1c54, 78be, 5f95, bf78, c33b, f98e, sigradi2016_420tt, 3187, ecaade2013r_020u10, 8500, ea38, ef6d, f9d1, 6d51, 40d4, 5937, 4b79, 4898, 81c7, 476b, 2076, caadria2017_107x28, 10a2, 2c9e, 1d21, 492c, 66c7, 2018, 280a, 56ac, 8b2a, ab38, 7b72, caadria2016_003h1, 7dae, 45ac, 55cb, caadria2016_229w10, 561b, d0e9, f971, 1591, 559a, sigradi2015_10.220e20, ebb4, sigradi2013_359n, 5f3b, 86d7, bcbf, bed3, 5467, 6cf7, adf6, ecaade2014_010n1, 9d74, ecaade2016_230o61, acadia16_88z6, 77f1, acadia14_531l, 1f41, sigradi2016_815hh, faca, f227, 0fac, b0d0, 2c0a, 37e0, 3e6b, 7953, ecaade2015_158w33, 9691, b72f, 1958, 1918, 8331, a627, 2bb2, 5735, ecaade2016_047f13, 68d4, sigradi2014_070w5, b05d, 4eb1, 1640, 9cdb, 549d, ecaade2013r_017b9, 2d0f, 090a, 8cc1, 5a51, dec8, acadia15_173v6, ecaade2016_071a20, ijac201513201i5, acadia14_661p, ad2a, 5f4f, 11d9, ca94, 0c0f, 0e2c, 1491, 99a3, de6d, 5ea0, 309b, acadia15_274i11, 16ac, 87ce, f289, f746, d584, 7bc4, 196d, ca7f, b543, 5c9a, ascaad2016_038c15, e885, sigradi2015_3.111a3, ecaade2016_025n7, 3554, 3f83, 35af, ijac201412305c2, 0c6e, 961d, 1de5, 3acc, dfe5, 04a0, 3d00, 257a, ca04, 11d2, 180f, 04a5, ecaade2016_018h5, 45cd, 556e, acadia16_402o24, cbb8, 5c58, 1a6a, caadria2017_005l3, 0d17, caadria2016_115m5, ecaade2014_224r57, 06a8, ijac201513205y7, f592, 4acc, sigradi2014_239w8, bffb, 112d, b255, 4bb0, acadia14_719j, ecaade2014_104v23, 1855, bc52, 0af8, 733c, 7401, 63e3, 71f9, 394f, b9d5, 9f00, ee6f, 4e5e, f565, c6de, 6626, 9666, ecaade2014_112g26, fa8e, 47c8, 98e0, ecaade2015_94h19, a54d, ecaade2016_130d37, 5a12, 3a7f, caadria2015_206b30, ijac201513104z3, dd74, 3c7c, 7c68, ijac201614407y4, acadia15_333v13, c160, 5e6e, 1c93, 42f6, f8c5, a088, 0b73, 7410, aa31, f8c9, 038f, 9895, ec9e, 5a49, 35e0, a0ec, 4233, b43d, e923, ecaade2014_218z55, ecaade2016_047l13, sigradi2013_30i, eb0f, 461f, 5a4c, 296d, dd99, ascaad2014_032p9, af07, 622a, d9f6, 7b27, 83e9, ca27, 10d7, ecaade2016_ws-foldingt68, c876, acadia14projects_63ao, acadia14projects_539a, 4459, 4590, 3782, e271, cf8a, ed86, a8b4, bb70, ecaade2014_057u14, a9b3, 0a91, 5663, d964, d93a, 82d7, caadria2016_013o1, c298, 44bb, 8a04, b60f, f12d, 93c5, ca0a, 078f, 2cee, 3edf, caadria2017_015m5, f7f1, 3680, ecaade2016_136j38, bab1, 04cd, 1f22, 3b9e, 5780, fdc8, d44e, bf3d, 68a7, 8d5a, 1caa, bd21, ijac201614309v6, 3ce2, ecaade2014_111i25, 43b5, 2ba9, 96b5, 7d55, 11a5, 931b, 113e, c377, 0c29, aab4, c90f, 04fe, ecaade2016_191a51, 95e7, 07c6, 7213, ecaade2014_029e8, 993c, 318a, 026e, 3ad3, 3f54, 05de, 5014, 9f49, c515, 9149, ecaade2015_317v68, d728, 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c76d, acadia16_382e24, ecaade2015_101c20, caadria2017_021c8, sigradi2014_032e2, 8d5e, cdf4, 68de, sigradi2016_448ee, fe52, 7261, acadia14_655y, 6ef6, ecaade2016_006j1, 0dce, 5688, 31a2, acadia14_375d, acadia14projects_177ae, ecaade2013r_005i4, 88f1, 1c14, 31d2, ecaade2014_168g42, 3cb9, 7cb0, cacf, 8e2b, 18fe, d95c, 8d4a, de20, 6543, 0bac, 9fe0, 5b88, sigradi2013_393z, 8677, 4e9a, ebbe, a640, acadia16_308v18, ijac201614405b4, d3a7, 8e32, 1fad, 03f5, f3ce, 35b4, acadia14_531u, f39f, e73b, c3cc, 4b8a, bfe3, 4dc6, acadia14projects_101o, 91c7, caadria2016_415y17, 8480, 397b, 4910, 41ea, acadia14projects_555g, ac8a, caadria2015_081h12, eca6, ecaade2014_031t8, cf9a, dbbc, 9b8d, ijac201614203y8, ecaade2014_015u3, b02e, ea4a, 4f08, e8cf, c811, ef88, b772, ef6b, 26af, 9277, ecaade2015_235m53, 026b, f99a, 7a2a, a8ef, ea78, 11d5, 8f10, sigradi2013_386, aa5e, b442, c619, 20ae, 4762, ascaad2014_008t4, 1607, 8874, 7082, 0047, b89a, bd7c, 5697, ecaade2015_307p67, e30c, f595, 43e6, caadria2016_663r28, 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acadia16_140o10, 5869, 61f5, 01c6, a5f5, 5fd3, f014, 00a4, 12b1, 885d, ff36, c78f, ecaade2014_022y5, 7535, ecaade2015_55g10, ecaade2015_170t35, 8fa0, d5cd, 1cca, 9e4b, d1fb, ascaad2016_034l13, 96ad, caadria2017_021n8, cf2d, 0176, 95fd, 8b63, ijac201614105z4, 4516, 367e, ascaad2016_023r9, 3c94, ef21, e2fa, ecaade2015_158u33, 8794, 7375, sigradi2014_185z5, ecaade2014_176j44, 708d, c50e, cb7e, 1d85, 0633, efc2, 2edb, ecaade2015_280c61, f892, 8f0f, acadia14projects_691az, 70e8, ecaade2014_089n21, c275, d3c7, 58e1, eba1, 6aa7, 4ccb, 202d, 758a, 5a33, aae0, 502a, 666f, acadia14_555f, 4a64, bf0d, acadia14_681am, 97c9, 4d71, c469, 255d, 619d, 6a3f, 1ef0, 3fab, 0531, 67b3, 5406, 6173, eaab, 0229, ff69, eda0, 5f28, 09e7, 17e6, d164, 9c95, e2cd, 4b37, 6c88, 3428, 21c3, dac5, 7b2a, 7433, e403, 114e, 6b81, sigradi2016_421qq, 2f9c, 66d0, 7413, 1dc8, 9c10, f3e8, b4bd, b86b, ed9e, 081b, ecaade2013r_017w8, ijac201614403r2, ab8e, c0c3, 7274, e351, 266c, 6ec3, 0ccb, ecaade2016_185d50, 24d4, 463c, 3838, 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caadria2016_013r1, ecaade2016_164h46, ed10, caadria2015_086l13, aba7, e0ba, d84a, 0cad, acadia15_185d7, 85c1, b12d, 988b, 99ee, caadria2015_111g17, acadia16_130n9, ee89, 0d1c, 3429, b179, 2dc8, ecaade2016_126s34, be3d, aa7e, 6497, 95a0, ecaade2015_61d12, f370, ijac201412304z9, ecaade2016_132h37, 3773, 73f0, acadia14_463v, 5fe4, eb77, 3892, sigradi2014_213n7, ecaade2015_250i57, ecaade2014_186x46, 27b8, 4b8c, 6513, 5483, 167c, acadia14_357ay, 85f2, 530c, 46cf, 2e1e, c7cb, 1f7b, 7a44, 9099, 270e, 65ad, 4add, ecaade2015_251m57, ecaade2016_011v2, c169, sigradi2014_291m4, 1335, d623, de03, 53b3, a72e, fba1, a6f6, 265a, ijac201412408z1, fe93, eb65, 6f11, 0d08, e96e, caadria2016_405l17, 95e2, sigradi2013_138u, 5600, 4faf, c1f4, ascaad2014_024e6, 6c2c, caadria2017_110i29, cceb, 0017, ecaade2015_265n58, 3817, 69cc, cd56, 3eb0, f78c, 0eae, 63e7, e9c4, eae2, acadia16_34g3, ecaade2016_154y42, acadia14projects_43ai, 8f77, 86cf, 18cd, c2fe, 91a2, 6361, 3469, acadia14projects_75d, c08e, 7214, 0689, 66a6, 8428, 1898, 1b14, e04b, 9c13, sigradi2016_611o, acadia14_517o, ecaade2014_041i10, afcc, 5097, 9b33, 4200, aa7a, a735, 05b2, 8640, ecaade2016_230k62, ecaade2014_052h13, 08a2, 03f3, 6d33, ab9a, 661e, sigradi2014_041f3, 6474, 6382, 6d2d, 546b, 7c2c, d8f3, 4753, 72c0, 0997, 997a, 2444, df45, d849, 2c3b, 8570, 4283, 5258, ae82, 54aa, e26a, 3759, fcac, ffb6, 9229, 1496, caadria2015_237l35, dacd, 51b3, 98f9, caadria2015_033e5, ffb3, 8f52, 8c57, 651d, ecaade2015_92u18, 7803, e682, ff14, 5bd8, 42e9, 4c84, 34f9, 3450, caadria2017_125x33, 7129, 8a45, 0066, 0487, 40bc, 5504, 8802, caadria2016_579m24, 55c4, acadia15_95l3, e92e, 4c22, acadia14_145o, 9b84, ad1b, 78a6, 9ac3, 8242, ecaade2016_075l22, 9bdc, bb3b, 9f7a, ecaade2016_140o39, 97d4, 1916, fd49, c67b, 5202, a977, 64b1, 9092, ecaade2016_105f29, 8de8, 693d, ecaade2016_bkor65, 4af8, 5f38, ce4b, ccaf, 6037, cb6d, bd47, ijac201614402m1, 5f06, 01e9, 4411, 30cc, b6b1, 15ca, ecaade2014_218u55, 3c4e, f4d1, 0a3b, bfa8, 2ae9, baec, cbb7, 5a3a, d4ea, ecaade2016_018g5, 3dce, c3a6, 6d37, 50a5, 9768, fde6, 5ab1, sigradi2016_792p, ecaade2015_114o22, 52ef, sigradi2016_358o, a319, 9623, e2fb, fb53, ecaade2014_019g5, acadia14_609ag, 6342, caadria2016_157z6, a968, 69c3, 3f52, sigradi2014_074l6, 06c2, d454, d711, 7f39, 6a0f, ecaade2015_64k13, 57e0, 6798, caadria2017_056d19, 32f1, 9238, sigradi2016_602h, 3232, 1fb9, b8a6, 36a7, 4e50, 2e1f, ijac201412408p1, 2486, ecaade2015_130h26, 4c85, caadria2016_457f19, 6711, 9d0f, 6405, f1c7, ijac201412306b3, df3a, 4df1, caadria2017_005t3, fb6d, sigradi2013_429d, acadia14projects_135aa, ebd8, 119f, b4b4, 1364, 96ee, 19f9, 8a7e, c862, 2962, 2449, 7e0f, b597, 2f0d, ecaade2013r_005p4, 0b44, 41d9, caadria2016_703f30, sigradi2015_8.339x15, ecaade2015_297t64, 6325, a995, 7559, ijac201412408b3, a283, ef6e, 951d, 22a3, 8eb2, 3121, ecaade2016_104s28, 6f81, 9546, caadria2015_203j29, ddac, 54e8, 9c4f, 6983, 021f, 3e97, 2fca, e5cb, caadria2017_104a28, 56c0, 1f63, ad67, ascaad2014_030a9, e945, afe0, 3f2c, ecaade2015_284a62, e5e3, a49a, 9bdd, 05f9, d8e4, 5db0, a14e, 45b7, ijac201513103y2, 5c71, 3979, 0b37, bccb, 9850, d490, 8f1e, 447c, a5ae, c85b, af89, e56f, sigradi2016_448bb, caadria2016_301v13, c52c, 908b, 5791, c021, af62, 2ebd, 24c5, 02e3, acadia16_124c9, 2376, c70b, 89cf, 5552, 7d50, 3c6a, 2de9, a8d2, 27eb, 60d4, 5d08, caadria2015_130x21, bac1, 1cff, e1b2, ascaad2016_039v15, 2fd0, 6f15, 33a7, ascaad2016_011m5, ef81, ecaade2015_114r22, acadia14projects_63av, f425, 9e44, 60ff, caadria2017_031j11, a647, ba76, bfc7, a047, 19e5, caadria2016_073u3, 2729, 3eb5, 5f6d, 415c, 1d19, 8f3b, 365e, 9ae0, c8a8, 2fb4, 3d84, acadia15_497r22, 982f, d320, 2a5e, 2d2c, db55, 34d8, df0a, bc31, 7cbe, 853c, 1edb, c34c, acadia14projects_267j, c4e6, 14f2, sigradi2013_243z, 8451, 582b, acadia14_619az, a02d, bd18, a5d7, acadia14projects_375az, 29c9, caadria2015_087e14, 20b0, fc53, fe62, 1c5f, 6ffc, 5ac5, 46c5, 0431, 94e2, e561, 25f1, 9ddc, acadia14_339av, 3820, 3f66, ecaade2015_227w49, 2155, f83d, ecaade2014_140x31, caadria2015_237o35, ijac201412205m4, 43f6, 2815, 4fdb, 115e, b344, acadia16_140x9, ecaade2014_176g44, 3410, 8e21, f29b, 31cf, sigradi2015_8.41s10, 35c8, c330, 64e6, ea37, caadria2017_016i6, f5b4, bff9, d810, caadria2016_045e3, ecaade2016_151g41, ecaade2016_223m59, sigradi2013_271m, e4b7, sigradi2014_291n4, d9bc, 5ee4, c75b, aca1, 39ca, b0fa, 9f3f, c00a, bf8c, e889, d31c, 4691, d124, 030f, 566c, fd41, ecaade2014_198s51, ecaade2014_168b41, 283f, 172f, cb08, 5c92, 738d, 266a, e8ec, ab03, 346c, c702, ecaade2016_166h47, 23d4, adf7, 39e3, e67c, d81a, a9d5, acadia14projects_565l, ecaade2016_167r47, 0708, ecaade2016_023t6, 6159, 2c81, 08fc, 8188, abab, 8068, 7e19, 3719, 61dc, 828f, caadria2017_123e32, ecaade2014_215b55, 9ea8, 8785, ijac201513302j10, 8b99, 448f, ecaade2013r_004b4, 12f2, 6310, 5f52, 61da, c72e, ijac201412405s8, aa3c, 1be1, 0287, df35, f759, ca4e, caadria2016_095s4, ca65, 9f64, sigradi2016_430m, sigradi2015_3.11e2, 1315, 8968, 787a, ff42, 3bfd, 0795, ijac201614306y3, 9f0f, 1ab2, e3fe, b628, f4be, 811c, caadria2016_819k34, ecaade2014_137a30, f4b4, f028, ecaade2015_298k65, fab3, ded2, ijac201513302c10, aae7, sigradi2016_375h, 67c8, ascaad2014_007d4, 6475, aec7, 7024, 3688, 78db, f680, 92ce, 2894, ecaade2015_301x65, acadia15_357l15, acadia14_473as, c405, b635, 75b6, a2be, 0e6a, c17a, acadia15_343y14, caadria2016_271b12, 6a7a, 92f9, 48c4, 03e6, fb7c, 5786, 0b11, 9df7, 8c6e, 8980, 36aa, ae3f, 1af7, 06b6, sigradi2015_sp_11.303s31, 2f74, ecaade2016_225x60, ijac201513105a4, 5b3c, ijac201513103p2, 525b, 9bc1, 9682, sigradi2013_28n, 6823, 0015, d1b5, 2b46, 2e64, e7b8, 8b9c, f4aa, 59cc, f160, 36e9, 18f7, 1f52, 9830, ecaade2015_122l24, sigradi2013_366z, sigradi2013_244n, ijac201513303v11, 53c1, d83c, f3b2, ecaade2015_48f8, ecaade2015_100r19, b83b, 6674, ecaade2016_185b50, 9ede, 1e6f, ecaade2014_012n2, 0cf6, f8ca, 16bd, 2b5e, ca6e, f3cb, ecaade2014_111o25, b830, 5bc6, 05fc, 531a, caadria2017_132n35, a0a3, a7e7, 50b6, 073b, d44d, 3eb7, 9ab5, 27e1, 3088, a43b, ccfd, d171, 4385, cf0a, f5da, 082d, bcb2, ecaade2015_332t71, 948a, acadia14projects_237az, 24f4, ba8e, 3706, e867, af67, dc85, 22ae, 59c6, 90e4, 4c59, a89a, d49b, 5c4a, 3718, e08b, acadia14projects_43ar, 8683, 2b6a, bac3, 3d47, 532a, a6c7, 3cdd, a089, ac0a, 4394, b49b, caadria2015_030i4, 4653, e9a8, 320c, ecaade2015_285n62, sigradi2015_8.264e14, ecaade2014_100k23, sigradi2015_8.264k14, ada2, 7cdc, ecaade2015_206g45, ec01, dbb4, 542b, ijac201412406j9, fa65, sigradi2016_360x, ecaade2016_154j42, caadria2015_087m14, d836, caadria2017_174x42, f657, 9af9, 9553, 95f1, f989, ecaade2014_168h41, 775e, 573b, 8cf8, ec86, f491, ijac201513205b8, 705a, 8ac7, 9f10, 1029, 2084, 5101, ascaad2016_041j16, 0cac, 99c6, 6633, 16ae, fe39, 5f5f, cdfe, e525, sigradi2015_6.341b9, acadia15_195y7, ijac201412401g4, fa2e, 945f, bcf7, 969c, c73c, 85e5, a04a, sigradi2016_714pp, sigradi2015_10.144z19, ascaad2016_003s1, de98, e210, 17fc, 7b88, e221, sigradi2014_266l2, sigradi2015_3.155k3, db8a, 3f82, 24f6, sigradi2013_364, 7b70, a807, 7efc, ecaade2016_150a41, 4934, ijac201614102j2, c494, ed40, 151a, a3fe, d40d, 63a3, acadia16_280v17, 5941, cb2b, caadria2015_213c33, a85c, 0efc, 3e5f, 1f0a, 192d, a5c6, b883, 2ac6, 0d16, d1ff, dc36, b164, 602f, 851d, 2609, 8d89, b31e, 9f5f, bf0e, 7b79, 5384, acadia15_211t8, ee1b, cdbb, 3ffd, 6d2c, 4e9e, acadia14projects_549z, caadria2015_105h16, 7e3b, 7c85, ecaade2015_195p41, ed6d, 4859, 1595, af09, caadria2017_142l37, ab48, ascaad2016_059i23, 7f3a, 9e83, ff66, 2f99, a106, 7512, 92a1, cf69, 036e, eb3b, ce88, 75bb, 6ff0, 9ce5, 9a87, 3dba, ijac201614309p6, 8729, 9cf0, f7b0, df21, d7db, 916e, 2e31, 703b, 3018, 92f3, 817b, 5e9f, 8cfb, 8f86, 7adc, 608f, a236, daef, sigradi2014_330e7, 5679, a72a, 6c1c, sigradi2015_sp_8.284n30, 5b40, 2124, ecaade2013r_003p2, 7133, 37ab, 95bd, cb98, ijac201513205g8, 3a85, 5111, ijac201412201i1, 105e, f3dd, 76b5, c75c, 97b5, f5d7, c865, ijac201614208o13, sigradi2014_293w4, 8505, 3e87, sigradi2015_4.219f7, 7bd3, 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1382, 2d71, 282a, 3585, 637e, ecaade2015_144y30, e268, e001, bbef, c006, 5edd, a7b8, 458a, ascaad2014_033i1, 351c, f451, caadria2016_177j8, c9bf, ijac201412403v6, ecaade2016_167x47, sigradi2015_12.19c27, ad92, ecaade2015_172a37, ijac201614407z4, 7189, 7b26, 8004, 777c, 1a29, 6f47, 1c08, c78c, 5570, cbf4, 64e0, 8dc9, 2ec6, 6bff, caadria2015_060p6, 24df, 159c, acadia14_125s, aa7f, 11f9, ijac201412402h4, 0566, f86e, 2ab1, ecaade2015_324t70, a59d, 8d99, 8ba4, 2b42, 39bd, 240d, ecaade2015_170x35, 40a1, 1dbd, ecaade2014_024d7, 7576, ed93, 22c4, 4393, 4745, 8524, sigradi2015_8.186u12, 4672, f365, aa65, c7d0, c2fd, ea0c, f754, eda5, 17a0, 0bd5, 14d2, 27ee, df4b, 66ed, d790, af34, 2d4b, 274c, fbdc, ecaade2014_052v12, 1330, 2f7a, a58d, c70e, 4e91, 20f3, 9788, bc84, c74f, aca6, f2bc, bd51, caadria2015_111m17, a145, 0758, 0b6f, 8be8, acadia14projects_661e, bf43, d770, acadia14_291aj, fee4, 38a1, d2af, bf31, bad0, 94a6, 8348, 7337, acadia14_327a, ecaade2015_237d54, 4dd5, 87bb, ecaade2015_138u28, b361, 1216, 4835, 0420, 8d2d, 1807, f6df, 15de, 22ef, 7cf3, 14b9, ecaade2014_088f21, 230b, 9129, 6984, 48ec, 44e7, 9558, bf15, 39af, 3f3d, 53e1, ecc5, b472, 8544, c2a2, 9afb, ab23, 760b, 921c, sigradi2015_12.215u27, a091, acadia14projects_71t, 352f, caadria2015_114n18, 1bb5, f05a, 0f48, 09c6, 6d4b, a358, dfd0, f1a4, ecaade2015_114e22, 37a6, 8bca, acadia14projects_63aa, 927c, b1c2, 5784, 9cc2, 9a9b, 53f3, acadia14projects_579b, sigradi2014_037y2, c4f7, 7dee, ecaade2014_049y11, b2ab, 0b15, e478, eca1, 4a53, sigradi2015_sp_10.179i31, d34b, f5fe, a775, 1429, 60c6, acadia14_375az, 686e, caadria2016_819r34, ecaade2016_078d23, 786c, caadria2016_405h17, sigradi2016_690b, ecaade2014_055u13, c0bb, 2005, sigradi2014_169n4, 73e5, b7c4, c427, 270d, b7da, c8b9, e31c, 949e, a4ee, fe97, 3ae6, 595f, db71, f593, c76b, 15f8, dbc4, 8908, acadia14_389b, 9514, 6b33, 8089, b98d, cbfd, 183e, 3312, 2754, 9e8b, acadia16_450o26, sigradi2014_266j2, dda8, 24dd, 2a05, 1681, acadia14projects_153f, 6f00, be96, da61, 1397, 33f3, 177e, be1c, 9a4e, acadia14projects_153al, d5a8, 1068, sigradi2015_11.166f26, 295a, 24b7, 0116, ecaade2014_169p42, caadria2017_005e3, 0818, e3d6, d633, 0a89, 0693, 8d2a, 1206, sigradi2016_568ll, acadia14_565v, fa87, bddf, 6141, sigradi2015_10.267t20, bbe5, aad2, acadia14_145z, 06d6, d952, 9c15, d984, a6b3, db92, 3911, 0af0, 0a05, ecaade2013r_007d5, 3e21, f696, 23fa, 7eb3, e702, 6bfb, 6fe1, ijac201614405g3, caadria2016_683t29, 2775, dbb2, acadia15_297b12, f8f3, c14e, ijac201614201i7, 9e94, 442f, 6045, ecaade2013r_001f1, c53b, a427, ijac201614103s3, 1b77, 7163, 0828, 5171, a341, d251, acadia14_81j, 111a, e0f2, ecaade2016_110c30, 8144, bc4d, 938c, 7a02, 1f01, 0973, 14f5, 6b24, cb2c, d405, 798b, ecaade2015_113k21, 3b10, 0f71, 4a57, acadia15_451z19, 550c, e05f, 5054, 3915, 69f1, b727, a88b, caadria2015_203p29, 91d6, 0a21, 7263, 7517, fadd, sigradi2013_387a, 9360, sigradi2013_304a, 31ea, f251, c569, ecaade2014_024j7, caadria2017_046z14, acadia14projects_153ay, 2eeb, 4baf, ebfc, sigradi2015_10.177b20, c8f7, ijac201513203x6, 389b, 8889, ecaade2014_105x23, caadria2015_031t4, e7a6, d42e, sigradi2016_817e, 75c7, ecaade2015_302h66, caadria2015_157s24, 4f65, 8035, e9c2, ecaade2015_317z68, 116d, 130a, a374, 3c37, 56d5, sigradi2015_3.11c2, 4abc, 80a7, a894, c1c7, 4130, ea85, acadia14_43ad, ijac201513203b7, ijac201614204e10, 01a5, dd06, 1c68, ijac201614205f10, 14b7, ecaade2014_052i13, 1627, 5f01, ecaade2016_132m37, e603, sigradi2015_8.186f13, 80ee, 5986, b115, af35, fd04, acadia14_75ax, 8315, eec2, acadia16_382f24, 6eff, 072a, acadia16_362r22, 1495, ecaade2015_86n17, e502, e6a2, fb43, eeab, ec2c, 0482, 8711, f0a0, acadia16_12k2, ecaade2016_028k8, f57c, ecaade2015_155l32, 98b5, bdf3, 371e, caadria2015_090y14, 07f4, ffaa, a0aa, 994d, acadia16_154k11, a196, cfac, e8f2, e553, 9b43, ae7d, 1f6f, 4a20, 9df5, 9370, 697e, e258, ff86, 8986, ce22, 5a7d, ab2f, c447, daa9, 2c49, 752a, 16aa, 1ad4, 6bc7, ff99, 6c82, afa6, ijac201614406h4, ijac201614401h1, 8250, sigradi2013_390s, 5267, a64c, caadria2017_008w3, 532f, 2967, 2223, 07a3, 4e2f, e2b8, 5352, 4584, acadia14_357az, 87d6, 5107, f136, 6e64, d411, ecaade2014_144a33, d58f, b8e4, sigradi2016_625yy, acadia14projects_671z, 28bd, 3d64, 3478, f8eb, 666a, a57e, 4a28, 3be1, b0e7, ecaade2015_284u61, 29b4, eb58, 1bba, 8fa1, cc9a, 6dba, 5615, 6b7e, 7fcb, 48ef, 9b80, 1ea5, f184, ijac201513305j12, 25db, 69e7, a99b, 5c49, ecaade2015_253s57, 2634, 51f3, ijac201513203k7, acadia14projects_435am, a889, a104, f4b9, acadia15_431v18, sigradi2013_194u, ijac201412304u9, 4589, 7528, e846, 78d2, 7d44, b4d3, 56fb, f216, 8a2b, d662, 9245, 6281, b72d, 805a, 07a1, e5cd, c8ac, 1291, ecaade2014_019e5, dc2d, f33b, ijac201614208u13, 551e, eae8, 20df, d632, 8ae7, ecaade2014_029y7, acadia16_362v22, f105, b305, d089, acadia16_432k25, acadia16_124h9, 866c, 431d, 0c3a, fcbb, bcc2, ijac201614203o8, 1802, 5379, cc0e, 3ac7, ca1f, 0fbc, ecaade2014_206s53, caadria2017_018v7, ec2a, 91f2, ascaad2016_039i15, acadia14projects_435aw, 0db9, 5b94, ascaad2016_044y17, dc18, caadria2015_012e2, 247b, ecaade2015_27r5, 9a20, 464f, 5e5b, 1fcb, 6a8c, 40c2, 80d1, ecaade2016_019n5, acadia16_54y3, 11a6, acadia14projects_291av, 5647, ba66, 49a6, ecaade2016_223o58, 2464, sigradi2015_sp_8.6e30, 01b2, 6650, 8606, 0223, bd8d, ijac201412204e3, a0c8, d92a, d4ed, 3198, aa29, bc4b, f5c5, bc2a, 1646, 79df, acadia14projects_601v, 56f0, 71a8, 7f53, 5ce0, ascaad2014_005n3, aed3, 0af3, caadria2017_174o42, a1eb, 7664, 2dd7, f6d9, 5cfa, f7e2, 8abd, bf07, acadia14projects_619au, df46, 7084, 29a9, ecaade2015_127f25, 505f, 5526, 9d98, 026d, aea9, caadria2017_104f28, c443, be42, 7080, fa42, acadia16_460w26, 9fed, 2823, 4f45, 20be, b1e9, e6b8, caadria2017_129t34, 7851, ecaade2013r_019w9, ijac201513104t3, ijac201513203r6, b48d, 9e51, 3c4f, 05cf, 5465, ecaade2014_224z57, 3e6f, acadia14projects_177t, a12a, a5d2, ijac201614208u12, 1908, ecaade2016_217j55, 3ca6, 4d48, a10e, ce61, caadria2017_056y18, d308, d95e, 45ad, 0ef0, ca6b, f951, caadria2015_073i10, 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ecaade2014_089w21, sigradi2015_4.52j6, sigradi2016_595ii, bcc4, 4646, adf4, cb1b, 4d93, acadia14_153an, 609f, 26d4, 49d0, f59b, 7457, f718, 4bfe, 9c43, d64d, f9ea, 0d9b, 6605, ascaad2014_001e1, ecaade2014_182z45, 0e43, 0663, d258, 6e0e, 0f19, ecaade2015_196p42, acf7, 5165, ascaad2014_025m6, ecaade2014_044t10, ecaade2016_072p20, ab56, sigradi2013_429p, ascaad2016_038h14, 8398, ijac201614301a1, 1b23, d91e, abbf, 12eb, caadria2015_208r30, 43f2, 5d53, ecaade2015_59w10, acadia16_116r8, f4da, b681, ecaade2015_87w17, 65e0, 1170, f6a8, 7648, a481, 6bae, ecaade2014_072k17, c929, acadia14projects_655z, c7d7, 56e4, 5f0b, ecaade2014_194z49, ecaade2015_138v28, eb98, 16d9, 2f6a, df05, ecaade2014_029c8, da43, b7d8, 823a, ba8c, 8bfa, ecaade2016_mrtv65, fb2a, ascaad2016_045d18, c6cd, 54ef, 5d77, 0dc7, 58a3, 55d3, b118, 2825, ecaade2016_078w22, a021, a52b, d9b4, caadria2017_129n34, db54, 255e, 8e28, 9b3e, ab39, 7e14, sigradi2013_407d, dbfe, 9ef8, fabb, cd9a, 578a, e707, 564b, ecaade2014_016w3, b3ab, 1368, 89a9, 2ab4, 2958, 7617, 5527, 6572, b54c, caadria2016_045f3, cc5f, e658, 475e, e5d2, 17c4, 9fa7, 186f, 52d2, 5ceb, f579, 54c3, 38fd, 4b0d, 08d2, caadria2017_165t41, 0481, 3246, 3471, af5b, 1fe2, 3c61, ecaade2014_188p48, ecaade2015_17h2, 3b03, ijac201412204c3, caadria2017_017k7, 144b, b9ec, acadia15_185l7, 04a1, sigradi2016_817n, 3fea, 1f24, 44b9, b8b2, a597, ascaad2016_035y13, 320b, 8fdd, f9b1, e69c, 4d72, acadia16_402n24, 2ccf, 8d94, acadia14_111j, 7c8b, caadria2015_203m29, a46b, 25e1, 55a8, ecaade2016_089g25, ce86, 5772, 7701, da9e, ascaad2016_003w1, ecaade2014_122c28, cc24, 85f0, 0e81, acadia16_470j27, acadia14_111m, ecaade2014_094k22, caadria2016_871m37, 7ef8, c650, ascaad2016_021j8, caadria2017_005h3, 0782, f1de, 62e2, 58cb, 313e, 1e9c, 398d, 49e0, 04e7, 3d83, 7eb1, ecaade2014_089u21, c58c, b208, c059, sigradi2015_8.289w14, 02dc, 12f5, dcc3, dd4f, d2b5, 7687, 3bed, 87a2, ecaade2016_154l42, 549a, ijac201412206t4, 079d, cf72, 79ac, b968, ae19, 58b4, aa01, 0603, fc33, 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sigradi2013_95r, 3ee3, 427f, 7714, dfc3, f85b, fcdb, e91e, 767e, ebad, sigradi2016_685mm, f048, c1bd, dfd4, caadria2015_190l28, a080, 3824, 8966, 89d8, 49cf, 18ef, 98a7, 66c6, 9d83, caadria2017_145x37, c2d0, 71d4, c87e, 2f26, c83b, sigradi2013_212, acadia14_33af, 14ce, 8101, caadria2017_016l6, b457, c23a, a731, f316, sigradi2014_314m6, 146e, caadria2017_001e1, dd2b, 012e, c0e6, 03f9, c4a9, sigradi2014_176c5, f993, 4e1a, bbfe, ijac201412405k8, 0302, a810, ijac201412401y3, 9a76, fc13, 6a13, 4f9a, 8a34, 22e7, eb68, dee1, 1ad7, a983, 5bb4, a897, 10d4, 7141, ijac201513101m1, 4c19, 6fe2, e900, 4e32, ed45, ae6d, b8d2, 5f6a, 4a69, d61f, b1da, acadia16_280l17, a998, 608a, d40b, 92f1, 3a1b, 720b, 31a3, 1b5e, 3a5e, 8749, a808, caadria2015_142i23, 93fa, d37b, 80b2, 2c92, ecaade2014_139c31, 44e1, 7f1a, ecaade2016_ws-dleadv67, fd9e, eb2b, fe30, 83e7, 9235, sigradi2016_524cc, 20a4, 816b, 6793, be65, 1e00, ce7b, 5832, 0c5b, b7c0, bbf6, efc8, b1b1, ecaade2016_199x52, e238, 260e, 0914, cf99, 5fa1, 8bbe, 94a5, 6bed, 2b12, 0074, 088a, sigradi2014_293x4, bc82, dbaf, 477a, ecaade2014_112b26, 139d, 77c7, 8899, ascaad2014_021b4, ec9d, f538, 5a72, f6c2, 68ef, 0f97, ascaad2014_037l2, c99f, b8c3, ecaade2014_109u24, acadia14projects_619ah, 29a6, 28c1, de2e, 8103, c6a9, dfeb, 0d44, cdb3, a8eb, acbd, e504, acadia15_395z16, ecaade2015_21k4, 6449, 9ea1, 1bb4, 2704, f2e8, 3557, ecaade2016_098y26, c293, 2167, 1848, 7bac, ascaad2016_039m15, ecaade2015_33k6, e2da, ecaade2014_206r53, c1c1, 72b8, d23a, e524, da70, 8da8, e629, sigradi2014_335t7, 7f0e, 2495, acadia14_671m, 07fd, ecaade2014_233a60, 69c4, f2a5, 66e5, acadia16_140w9, 79ca, 324d, 07ff, 73c9, 2222, sigradi2014_217f8, 53a9, ff75, 7a03, acadia16_344o20, fbc9, 7856, f65a, b9fb, bcd5, 10e1, c7c3, 1e87, a282, ca76, fc19, f74a, 2a8f, a28b, bc9b, ecaade2014_046m11, 9178, ecaade2014_012t2, da3f, be63, 93d6, 305c, 35b8, b033, ascaad2016_037f14, bac2, 4c39, caadria2017_122a32, 0b56, b7f3, e517, 920a, cdac, fb37, 44bd, 8312, 3694, acadia14projects_71z, daab, ijac201513101i1, 3408, fa53, 2765, e017, e9b1, 4bef, b5ca, ecaade2016_163z45, af43, 6635, efcc, 26f0, 2d43, 75db, c438, d9e4, ascaad2016_010w4, 8d87, 13f4, 1b7f, 9d06, 5991, d0f8, 065c, cbaa, 38a0, d0c9, ecaade2015_278m60, a29d, 271f, 8c7f, a5ff, 36d1, 8acd, 730e, af57, 4c73, acadia14_33ak, 808d, d1b1, aba0, ecaade2014_237u60, 8340, d554, ecaade2014_132b29, 5de1, ijac201412408l1, 2a3e, abbd, ecaade2016_163b46, 96f3, 0c5d, sigradi2015_4.219g7, c678, 7c7e, ec64, b87a, 4e26, ijac201412303i9, 429f, 20b8, 5bc8, 3f4a, c412, 117d, 03ba, 3b27, 4f0c, 3805, 7fb6, d0e4, a51f, 06ae, 8f76, 3171, ba68, d06f, 4785, 1144, 9ba5, ca8b, 3fb5, b69c, 03c1, sigradi2016_431q, ecaade2014_194w49, 7229, b162, 579d, 775f, 14a3, 72f7, 3db0, 5715, f047, sigradi2015_3.370a6, 328a, sigradi2015_8.41x10, 787c, acadia14_681ap, 2728, eb5b, 8de2, 4cfd, ijac201412302d7, 938d, 0a22, ijac201412403l6, 6424, ijac201614205h10, 81c3, 6ee5, 7ed1, 7b4f, caadria2015_049z5, 5019, 5487, 483c, ef24, 04c4, 38ce, 8731, 6a6a, caadria2016_229l10, 989f, acadia14_301aw, 26d2, 49f4, fd1d, 6a28, f73d, 59dc, ce2f, 7b6a, f38d, d5f7, 4f89, 754a, sigradi2015_11.222u26, 0898, b88c, 420b, caadria2016_861z36, ba38, 2f9a, 2fc0, 52f8, 7524, b228, ed4e, acadia14_53j, 2344, sigradi2015_11.166c26, f08a, b59a, 67d6, 4550, ae14, 6542, f821, 8572, 6c23, e021, a04d, caadria2017_041p13, ascaad2014_035z1, f8a1, b2d4, caadria2017_113r29, 79d4, c511, 153e, 2ea6, 25cf, caadria2015_109e17, 0727, 7e08, 1b83, abb8, eb1b, 7567, c805, caadria2015_061i7, acadia16_244z15, 1ef3, c686, ascaad2016_002h1, 1422, acadia14projects_655v, c8c8, c9c3, 0db2, 1673, 3cd2, fe10, da30, be06, 4e97, b9f0, 9247, 7d20, 029c, 24a0, 7de8, acadia14_281u, caadria2016_809h34, 7c74, abf5, acadia14_435as, 9d2f, 62f7, 3baa, 43f9, 3cc7, 1815, acadia14projects_517p, c6b3, 195f, ad70, ac23, 790d, c892, 0a1c, 7c6e, 9222, b639, f8bb, 4302, 643c, e9d9, fd72, 11a4, 2c93, 0aa8, 5023, 35f1, a583, ijac201412304a1, fa78, eb1a, adfb, 4a98, b5bf, fcbd, 67cb, 2ec9, ecaade2015_237e54, f22b, 4a11, 2ba7, ee2b, 132c, caadria2016_881v37, a3bd, 4b95, ddbb, e722, acadia16_344p21, sigradi2016_360q, 3526, ca32, caadria2015_220c34, cf17, b86a, 0fd5, 3e3a, b5d5, 5e5d, acadia15_451g19, 106c, aab7, ascaad2014_014y7, d860, 106f, ecaade2014_072n18, caadria2017_056m19, 0d8c, 4d53, 7326, af90, acadia16_308z18, b5f0, sigradi2013_389o, 2d6b, 4ef2, c308, 82b1, 30ba, 2e30, 474f, 2d63, 6664, a062, 2be5, 56cd, c219, acadia15_343a15, 8636, ecaade2014_156c38, e866, 81fb, 5763, f87f, 4d03, ecaade2016_111p30, 98c9, d4bd, sigradi2014_284g4, f49d, f55c, 6e01, 67b9, ecaade2016_230o62, e37a, 7a80, 89df, 40cc, ac25, acadia15_431u18, bbe7, acadia14_601ag, dddc, 800c, caadria2016_045b3, 2ca8, 497e, 6349, 4b82, caadria2015_078j11, 9170, ecaade2016_106n29, 9c2b, 1dea, a38b, 79d7, 8171, ecaade2016_144e40, 2c2a, caadria2015_065w7, b6e1, 1ded, 7fdc, 486b, 37f2, 2fd5, acadia14projects_637ag, 16d2, 2cfb, sigradi2016_741ii, ddb5, b93d, f68a, ecaade2013r_003b3, ascaad2016_001d1, 8add, 0c54, ecaade2016_129f36, d001, 1196, ecaade2014_180d45, 5878, caadria2017_163k40, 34dd, 6c8d, sigradi2014_151m3, c2c2, caadria2017_046o14, acadia14projects_627au, 0bc6, caadria2015_066e8, b202, acadia14_177v, 8ec9, d113, 7678, 1fd0, 225f, cad5, b083, ijac201412402g5, 2cc7, ijac201412205c4, 42fe, 8897, 7d34, 796d, 94a2, 1138, 65ed, 7fc1, b2e8, ecaade2016_208v53, 1aed, a8de, 8d64, 1461, f728, ecaade2015_284b62, sigradi2015_4.219t6, 3001, e7ce, 5fb9, 8f49, fab5, 66bb, 869f, 0e55, 1a74, e25d, b071, 77ef, b3fe, 99fd, 2d39, sigradi2014_305n5, c621, ecaade2013r_009x5, 9a00, 207b, acadia14_267k, caadria2016_569c24, 2675, 9126, d4e9, ce9c, 707c, ca5c, cb82, ecaade2016_223i58, fade, 6b17, 2d81, 78bb, 8357, 3afd, a47b, b513, f08e, 6663, ecaade2013r_018r9, 55a2, e0e9, ecaade2016_119u32, sigradi2016_590b, 7fc4, 37b1, dfe3, f53b, 7510, 5919, 9c3a, a1b8, 04c7, 9ec4, acadia14_111h, 8fd4, 6e78, c12c, 2d89, acadia14projects_463m, 1ed2, b61a, c4e8, 4061, acadia14_463f, 62b5, a571, 1653, caadria2015_142j23, 96a5, 7fa8, 6297, d3d0, ea4e, db76, 3a19, 571d, 4f8a, 7b9f, 6e60, 6e25, sigradi2014_036r2, 3eea, ascaad2014_020p3, 743d, 720f, 8030, 75fc, a3a8, ecaade2014_021u5, 2db9, c562, d6dc, ecaade2014_035a9, ijac201412306a3, 7e0e, 1a2e, fd4d, f815, 6c36, ascaad2014_029s8, 5114, ff1f, acadia15_251l10, ecaade2015_230e52, sigradi2014_080k7, f4c9, 0dac, bfe4, 316c, 8ca8, ecaade2016_017l4, f04f, ascaad2014_033a1, 6fcc, 4690, ea5a, 8bb6, ijac201513305g12, b267, 8359, 74a3, 9d19, acadia14_339am, 2bea, ccbd, 291d, 3165, 630e, a454, d7fa, sigradi2015_8.186y12, ecaade2015_17u2, ed5b, caadria2016_559a24, af11, 00b4, 7071, acadia16_88i6, 2003, dc59, 734c, 5544, e2b1, 12b4, b1c6, 1dfd, 2dce, 594a, 2129, 5f8c, ecaade2014_153s36, b33a, acadia16_54v3, c6ab, acadia16_280k17, 0fee, 5ddd, 6ea8, 8179, a365, 5d50, dad9, acadia14_247r, 5a47, 78d1, f3fe, 0b10, 7480, bcb1, d68f, a43e, caadria2016_177d8, 7bfe, d376, b2cf, 7dc7, fd69, ecaade2016_162l44, b222, 4631, c49a, 44ff, acadia14projects_237as, 68e2, e82f, ca78, 6eda, 6cbf, 4358, 3a59, ecaade2016_042o11, 432c, dd94, 426d, 772f, 3f1f, 5d33, 5599, 8746, 4404, 334f, 8109, 6f80, dcf4, 1a01, e26e, dfc8, 48fd, 2feb, e6e1, 6478, 49ef, ijac201614103m3, ad6f, 6bfd, e8f6, 3666, cb9b, ecaade2016_038l10, acadia15_497m22, 9ebf, 97e7, 8c4a, d5a1, cd38, 8d8a, 1143, c29d, 7adf, e964, 96da, 661c, fe7c, e227, 6a3a, d9c6, f701, d8cc, sigradi2016_752uu, 6c8b, 83d7, 4d2b, a553, e02f, 2ff0, 8361, 0183, 97f4, 08fa, sigradi2016_659w, sigradi2013_342, 54a8, 3e6e, sigradi2013_248v, 003a, a7f1, 9a17, d932, 7056, a99a, f7e0, 53dc, ecaade2016_006m1, caadria2016_673y28, fc87, acadia15_95g3, sigradi2016_732n, 5247, 06d9, 681d, 5f69, c299, 922c, 3878, b28b, acadia15_274h11, sigradi2016_625ww, ecaade2015_206r45, a9ad, fa16, sigradi2015_10.309h22, 425e, ce6c, 5513, acadia16_24p2, 898f, 963e, 77c0, 60a1, e8c8, sigradi2016_611r, bd3c, 2b4c, 4ee3, 6ed3, 557e, 0610, 21d5, 09de, 94df, ded5, caadria2017_175f43, 3df0, a8a7, 937c, d0e2, fa09, acadia14_301b, 54a2, fdee, 7c22, 0220, 2378, da10, caadria2015_114v17, cbaf, 2a62, c047, e309, caadria2017_051k17, b6bc, ecaade2016_102e28, ecaade2015_251p57, a5ab, ecaade2015_180m38, 3043, 7ba9, d336, 4f13, a713, 274d, 558d, ab6b, 52e0, 5a50, ascaad2014_033f1, 1bc4, 52cc, eba3, e5df, e19c, ab62, acadia14projects_291a, b0c7, 7901, ecaade2016_163w45, 858d, 785b, ecaade2016_095g26, ecaade2015_94i19, ecaade2014_224k57, 2cfa, e5fe, 078d, acadia15_95o3, ijac201614202i8, 5080, 1d3a, 0be6, 0b2f, 565c, 58b7, d071, e57d, f6b7, e15c, c16b, ff56, 1e3a, f8ff, aa45, 95f0, d282, ecaade2016_045l12, 18d0, 4e84, 0e41, b525, caadria2017_163h41, 7e6a, caadria2016_579i24, sigradi2013_330, 83a2, abe5, 6e45, acadia14projects_347ao, 30dd, c6f6, 5a85, c53f, 1046, f8e6, e366, caadria2017_129y34, da56, ecaade2015_138f28, e8fc, b8cc, 1d09, 23c4, aee8, ece9, 4344, 5255, 68ee, 68c4, 7820, 80d9, ecaade2014_149n34, d576, 3cb6, 8070, b624, 0d1d, 9f6b, sigradi2016_490hh, 2502, c2ab, ecaade2014_224c58, sigradi2016_383hh, e24c, be85, 3ca0, bf9f, 98b1, acadia16_382p23, ascaad2014_019l3, ecaade2014_167l40, b886, a188, 9b5d, 7cbb, sigradi2013_117p, dec4, 5ed7, bd9c, fc67, 5f5e, 4858, 49bb, b848, f29c, dbbb, 289c, ddf5, b6e8, 33ed, caadria2017_042u13, 79cc, acadia14_291e, 957c, ascaad2016_006h3, d82d, dcab, 14f4, 87cb, 7db6, e63b, aaff, ac62, 2df4, 461d, sigradi2016_599pp, 3f34, 66d4, 83f2, 5218, sigradi2015_3.268p5, e8db, ecaade2015_61w11, 58d9, c55f, ecaade2014_133u29, b54e, 914e, 934e, e69f, ijac201513206o9, 1ec0, ebc8, fa58, ecaade2015_320o70, 2305, c5f7, dc5d, 0923, 44dd, ecaade2016_110f30, d0d7, ascaad2016_045i19, a3c7, 8a71, sigradi2016_550o, acadia14projects_347av, de30, acadia15_357x15, f869, 0446, 52c0, 7dbf, ab27, 5f96, bf10, 76d7, e368, be80, sigradi2014_192p6, c3ed, 7f69, e282, c85c, caadria2016_549i23, 1ed6, 09f2, ce56, 24bc, d43d, acadia14_609ai, a765, b11f, 97bb, 01a7, ecaade2014_162v39, ecaade2016_161b44, da9f, d92e, 26ef, e938, 7e9a, ecaade2016_140i39, caadria2017_142i37, b0ac, 10ac, 6d50, 2658, caadria2017_142u36, 7172, 02fd, 6996, e67b, ijac201614402x1, 5aa1, ecaade2014_153d37, e2b7, cde8, cda0, 826d, a0c2, dd35, f785, 3d06, ddd5, 141f, acadia15_95h3, ecaade2013r_007e5, 75ff, 1c8c, ecaade2014_030g8, caadria2016_291e13, a930, ecaade2014_085i20, caadria2017_023h9, 68f1, acadia16_88l6, a126, 4677, 6af6, ecaade2015_297w64, c256, 091d, ca02, 1e0c, 13a7, e528, d017, ecfb, 9953, e887, acadia15_333d14, ecaade2013r_003s2, 0740, ijac201614204d10, 53ec, 5ab2, f9c1, c8cc, c691, 0db1, 5de4, ecaade2015_143l30, acadia14projects_327a, 6536, ecaade2015_241e55, ef7e, acadia14_497z, fcf8, caadria2015_087x13, 307f, d1f3, b415, 3a52, f6ff, ba57, ecaade2014_100h23, b679, 023a, df80, 3c31, a3b0, 2f29, f638, 6bb4, fff0, fb65, 2699, 940f, b90f, 6d80, f095, ecaade2015_55h10, 531f, ecaade2016_158o43, 7045, f16e, b0c8, caadria2016_663k28, 851e, ecaade2015_164v34, cbe6, 77ce, c0b7, cc00, e432, c657, 233b, sigradi2014_307o5, acadia14_135x, sigradi2014_176f5, b3b7, 87ae, 0765, a7cc, 77ac, 8240, 0e5a, caadria2017_149e39, 6c63, c536, 4207, ecaade2016_136k38, 7d92, ecaade2016_203f53, 003f, 8bc1, b75e, 0cbb, 6d5f, 2506, 9d4a, e50a, e38d, ascaad2016_035m13, 788d, e05c, 690f, 74b5, caadria2016_157p6, c694, b5a8, db51, b124, d2d3, 787f, c568, 8432, sigradi2013_189l, 2ad0, d484, 4850, 73f1, sigradi2016_484n, c3f9, db5e, 5604, 4a71, 7a7c, ijac201513105b5, 5669, e7fd, caadria2015_087o14, caadria2015_010t1,