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 acadia14_101
authors Richards, Daniel;Amos, Martyn
year 2014
title Designing with Gradients: Bio-Inspired Computation for Digital Fabrication
source ACADIA 14: Design Agency [Proceedings of the 34th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 9781926724478]Los Angeles 23-25 October, 2014), pp. 101-110
summary This paper presents a novel generative model that can create functional and expressive geometries by evolving volumetric gradient patterns. We demonstrate that our model is useful for performance-driven form finding tasks such as structural optimisation, and holds vast potential for designing exotic multi-material and functionally graded materials in future applications.
keywords Artificial Intelligence in Design, Material Agency, Biomimicry and Biological Models in Design, Generative, Parametric, and Evolutionary Design, Digital fabrication and construction, New digital design concepts and strategies
series ACADIA
type Normal Paper
email D.Richards@mmu.ac.uk
full text file.pdf (3,938,775 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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ecaade2015_319h70, 9835, d7b0, f4b7, 7013, sigradi2015_10.309n22, d476, acadia14projects_281ad, 4925, sigradi2015_8.186m13, 052b, 00ba, 5f6c, 06da, 9bb8, 61b9, 0ee7, 59d8, f7dc, acadia16_344y20, e1b6, fce5, 4d9c, a99e, fe65, 5f43, ijac201513104r3, e1fe, 2d4e, ecaade2016_144h40, d40c, 88c8, fc31, 779a, 91cc, 78f5, 50b5, 07e2, bdf8, 34f9, f807, d814, 8b76, 49ab, e29d, 2b41, 4efe, eb7e, 0c3e, 6d92, 579d, 405d, 9178, c77d, ecaade2013r_008k5, bd6d, 9b26, 3b32, 6255, 71e8, 2528, ecaade2015_171v36, 3bdd, fef8, 9e9b, caadria2016_487k20, b9ee, 4892, 5e83, ecaade2015_18w2, 5441, 02ae, 0767, d7ee, dbdc, ecaade2015_92z18, ce47, eb24, f959, c94a, 8a2c, 2af8, d24f, fb8b, 11d9, f1ce, 2704, 29ef, 088f, 09ed, de73, ecaade2016_221a57, 0fa3, a8fe, 12d5, 7da4, fe7f, 1e33, ecaade2016_023p6, e1e6, 6f5f, 38bd, e175, b3f9, 96d9, ecaade2016_048r13, ecaade2015_113l21, 3ade, a592, caadria2015_233h35, d259, 129d, 6790, acadia14_565m, c24b, d2c5, acadia15_137n5, 4e3e, 3ab7, ce81, aa2c, efda, 53b9, 7a15, 2ba3, a33d, 8665, 3fd6, dc28, 75bf, 6a9a, 1376, 8825, acadia14projects_375e, a0ea, 9445, 2f4b, 130b, caadria2017_096o26, 672b, cd7a, sigradi2013_411o, ecaade2015_202j44, 34d5, 2000, b68e, 1b7e, 4504, sigradi2014_197c7, adda, b96e, b28d, 1760, ecaade2013r_020s10, 047c, 66e0, fc25, 343c, 3b96, ijac201513303v11, 6a63, 37f4, e3b9, bade, 4755, 4f70, 562b, 7255, 26aa, d34a, 6ed0, 694b, 2bb0, 77f7, e7f2, 5fa2, b4ac, ascaad2016_021h8, 2c11, 7f65, ecaade2016_071h19, ff4d, ecaade2015_21n3, 6a57, 891e, ecaade2016_037a10, 91e4, 57fd, 70e0, 69ac, bc36, 98bb, 88a3, 5585, f769, c42d, 654f, c20a, c434, 7e2c, 26f6, ecaade2016_095w25, f445, 150d, 8b97, bfcf, 6c13, 1cb5, ijac201513302a10, e728, 9d24, c5aa, 31bc, 70cb, 6d10, 25e2, 17eb, 5b75, eff5, cf61, 8202, acadia16_98b7, 88ec, 0dd8, ecaade2015_180h39, e933, 403e, 1fdc, 1933, dc8b, 73e3, cf4e, d60f, dc11, 500a, a178, 369a, ascaad2014_014p8, 99cd, 4ebf, 7675, 8c51, 3fc4, 57dc, 80d5, 635f, eec5, ecaade2016_217b56, ecaade2015_161g34, 94f6, 3d1d, 9f5a, e627, 4c61, d9a1, 8cb2, 342e, sigradi2013_342p, 710f, 30d8, 6237, ecaade2016_102a28, bd07, 0605, 0573, 83e8, acadia14projects_23af, 1956, 9813, dcd8, ecaade2014_010t1, 86f3, d153, 112b, d098, ascaad2016_042v16, 5dbb, edd2, 5387, ecaade2016_242l64, f942, ea38, acadia14projects_539f, 6873, be1c, ecaade2015_172b37, caadria2015_157s24, 82cf, afa8, cc04, bfad, ecaade2015_171m36, 2179, e2b9, d947, 8380, f3e9, b65b, acadia16_88t6, cfb8, acadia14_281y, 7a89, 550a, 8fad, 6b9d, a0a9, ecaade2013r_001f1, 0276, 05bb, ecaade2016_046v12, 2d79, ecaade2014_109p24, d8aa, 23ee, 28db, f84f, ecaade2016_185w49, 3097, ecaade2015_53i9, 77e7, bbe4, 0c68, d5fb, 06fa, 592c, b859, b3b4, acadia14projects_681ar, 5588, b3b8, fd96, cb78, ecaade2014_071y16, abf1, 3882, 8f34, 1fce, e7c5, e078, 7815, b9fa, d3ed, 9844, 4919, 5410, 3c48, 2494, 6105, bfec, ecaade2015_320r70, 80d7, 4960, 42f7, caadria2017_081z24, ba11, 67bf, 9a5a, 7e3c, b584, 9604, 7b25, 482a, 3188, 25f1, a2d2, 17f5, 6e31, 8920, 9c6e, a47d, e4a0, ijac201412304o9, 9f13, b230, ecaade2014_057h14, ecaade2015_194s40, ecaade2013r_009i6, f4c7, 7c48, b112, b63d, 83ca, ascaad2016_037g14, aa4e, caadria2016_745w31, 066b, 43d7, acadia15_323c13, ca7b, ijac201614307j4, 1981, b142, ecaade2015_170t35, 5a47, d059, 85a2, caadria2017_016i6, 17d7, ecaade2016_234x62, ae32, sigradi2013_212t, 970e, 8ced, 280c, 9e5d, 7211, 08dd, 5ae4, 4bcc, 7703, 97d3, acadia16_344e21, ecee, a912, 85c5, 5333, b203, 94d6, dbc9, ecaade2016_021e6, c74d, cfb0, cf50, 7d88, ascaad2014_017n1, 5e2e, 1b42, efb4, cf09, 0c6f, ea14, 3163, 5a01, ec11, acadia14projects_573aj, ddbf, 2acf, fbb6, 13cb, 8683, 90bb, ijac201614303k2, da15, 7818, fcf3, ascaad2016_001c1, fbf2, b727, 0d4c, bb7b, 457b, 7ea4, 58ef, 7c29, aafd, cd6f, 74cb, ijac201412301t6, 177f, ecaade2016_217f56, 72c2, ecaade2014_224s57, 01ec, 8d95, f39f, bc1e, 49d0, d76d, 3e09, 4c4a, da47, 1fd4, f7fa, fc1b, aa04, ac7b, e026, c94b, 6c61, 91b6, 24ce, bac8, bd9c, b152, b403, 1174, 99e2, b404, acadia16_184u12, ccdc, e40c, b56d, 468f, 318e, 23ff, 2b1d, e6cc, 47ef, 7930, 654b, e30e, 0a46, acadia14projects_23x, 9a00, acadia14projects_681ah, 58e2, ascaad2016_049r20, b3a2, 1e1b, e71a, sigradi2014_021u1, sigradi2014_136d2, 1b64, 6c32, caadria2015_043k5, 1360, 662b, ec80, 7b3e, 44ff, 15df, 9580, c60d, 6823, ecaade2016_171b49, bb47, ddab, 3f90, fef0, 435d, acadia14projects_647au, 6eb1, 6592, 7f38, 4241, 9231, 4719, dfc3, d539, caadria2016_259p11, b1e9, 9944, ead6, 96ca, e715, 85b4, 34b7, a2d9, 85ee, ecaade2014_186h47, caadria2015_087m14, ascaad2016_046l19, 23c3, b082, 8d56, acadia16_62f4, 6bd0, 8e0e, 0161, ecaade2015_215t47, ecaade2016_140j39, a7da, 41db, eec9, caadria2015_233e35, c50a, e36f, sigradi2015_6.387y9, ecaade2016_110g30, ecaade2015_79m15, 8388, a6e3, 480c, 13b6, caadria2017_123f32, acadia14projects_445ae, ecaade2014_016i4, 9fa5, 82ef, cde2, b294, sigradi2015_8.186k13, sigradi2014_047o4, 9d3e, 57ca, 165b, acadia14projects_589j, acadia15_284s11, 3bb7, b4bb, acadia14projects_375n, 6440, 8f75, db77, 93a5, 758b, 8330, 35d2, d57e, 2708, 1f41, af54, ecaade2015_229d51, 2dd3, 9d77, 2091, 092c, cdb5, ascaad2016_052k21, 5f87, dcca, 4a24, dc0a, 0247, 8172, af91, dee5, 4064, ecaade2016_042k11, caadria2017_056d19, 63a0, 1ae9, c69a, bf1b, acadia16_184n12, 227a, d47a, sigradi2013_200e, cd39, 27fc, 3721, acadia14_229n, caadria2015_078p11, 649e, caadria2015_096j15, ecaade2015_230b52, ascaad2016_012o5, d94a, 1cda, caadria2016_085h4, 8a9b, ecaade2013r_011g7, b5ba, 8d48, e251, d4a3, d580, 5ecd, 7031, ascaad2014_034j1, d9ed, ascaad2014_010m5, 2455, d31f, a454, ecaade2015_144a31, sigradi2015_9.152r16, c497, caadria2017_190n45, caadria2016_829d35, 8385, ecaade2014_120g27, 04de, a7fd, 94ab, fe4e, 2020, ecaade2015_18a3, 1729, 0f38, 5e03, d60d, 84f6, 5d6f, b8f9, 1767, dbf5, acadia14_619av, sigradi2015_sp_10.179h31, 82bf, 2a33, 3b49, c01c, ascaad2016_028s11, c754, 995e, 182e, b28a, 5014, 101f, ca25, 8805, f6bb, 2259, eb5e, 3184, f997, ae65, ee71, 5664, bd3b, 8a60, caadria2017_054c18, 3ba4, 5bcd, acadia14projects_357ax, d8ef, 5eb6, 98e8, a93c, 497d, a301, be55, ascaad2014_004h2, faf2, 53ce, cd2b, 82f2, 2037, 202e, e248, caa0, d7e0, 922c, 7c19, 6932, 08d5, 25e1, 625c, ascaad2016_004i2, 9d21, 5d8f, bfe7, 3e5b, caadria2016_383o16, caadria2016_311f14, ecaade2015_17e2, b5b3, 1778, f281, 277c, f564, ijac201614207p11, 4b2a, caadria2016_033z2, 7dde, 4391, fb5f, 2bec, 1234, sigradi2015_10.7f18, 6d8b, 7e19, edb2, ec35, ijac201412403p5, 0025, d6e2, c788, 6ba8, d87e, ecaade2015_327h71, d851, 3f0a, 747f, 9a7d, 868b, 7006, f249, ecaade2016_071m19, 174e, c03f, fc77, acadia14_445ah, 56ff, ecaade2014_157y38, 2937, ecaade2015_250c57, 36c2, a24a, 9f08, 26ce, 9e8e, acadia14projects_637ai, c3e8, 2b3c, dc73, b8b2, 5e2c, 9594, 5803, 84f2, d523, ijac201614208v12, 5cda, f1a2, ascaad2016_017e7, 1ccc, 74e3, b78c, f377, 5d6b, 54a1, ascaad2016_031l12, a614, 90a7, dbf4, 9c80, 3119, f37d, 1d3f, 3a35, b164, 2a7f, sigradi2014_303i5, acadia14projects_145ak, 5a6b, acadia16_196f13, 68bf, 59bf, acadia14_101an, 38c0, 0dc7, b1a2, ijac201614202l8, ade5, 9d1d, 47af, 6418, acadia14_507ad, 0464, 49b9, d3d4, 105e, 792f, dd39, 34ef, ijac201412205v3, 86b0, 2b1a, ea7e, b61e, ecaade2014_133y29, ecaade2015_180u38, 1078, f512, 9bc6, 7a55, 447d, caadria2017_163s40, ea33, 7806, 7efd, 5539, ecaade2014_153l37, 8452, 2f98, sigradi2015_8.27m10, 4635, 50da, 7441, 884e, 4f12, b540, c5ad, d361, 39c1, 38a7, 5948, 0848, b66a, e4e2, 5e8e, a1ba, bb02, 6189, f5e1, 8f33, 323f, 620e, 0aa1, 09b8, ecaade2015_307n67, 7380, 4509, 275e, af6c, b487, 79fd, 1520, acadia15_483j21, 166c, abb9, 7f0f, be6a, 442a, caadria2017_096c27, ascaad2016_054w21, 51bc, da75, 4902, 6125, 25c4, 7ca1, ijac201614405j3, 140c, ecaade2016_058a15, 3280, acadia14_117az, 6dff, e267, ad1e, c8af, 0975, 02c9, 0d02, ecaade2016_158c43, 40f8, ijac201513201i5, 7c6e, baaa, df1a, cd36, 55eb, 11de, 3a51, 225b, 540e, 8166, 91ff, 5c24, 5a29, 889c, 9698, 5a54, ef40, e683, 1543, 3a30, 908d, c364, ecaade2016_ws-intelligentx68, 1689, c20b, 0466, ecaade2016_168f48, 0c1e, db51, 3388, 2cc0, 7d1f, 341f, 4625, c73f, 2a2e, acadia14projects_661c, d7b6, 0074, 6ea6, 8ef9, 6621, a676, 57ba, 877a, caadria2017_118x30, ace1, f43f, a89f, 4cca, a57f, 5f8c, 0cb2, 9dbe, 2614, 0e36, 62c7, acadia14projects_281x, 9b95, b162, b799, 1ad7, 88d2, caadria2017_015b6, 2b33, acadia15_513z22, 8620, 55a9, ecaade2014_141f32, ecaade2013r_019g10, 287f, ee52, 8b7a, caadria2016_631c27, 56b8, acadia16_34c3, caadria2017_118g31, 896b, 1d85, 9c7f, 54e2, ecaade2014_109n24, 0864, ecaade2014_153m37, 59b0, 2629, d4eb, d939, 913f, ecc6, ascaad2016_013c6, b4bc, 1e45, 21c7, acadia16_280v17, ijac201412403l7, 41ac, acadia14_389e, 9b19, 7469, ecaade2016_223l58, 08f7, 6e74, 3b86, 46c3, 43a7, d472, edba, ijac201513303y10, e35a, c4e0, b2d6, 5bd6, 0faa, ecaade2014_176y43, 4885, a97e, sigradi2013_359e, ecaade2014_038i9, 1a82, ef36, 3bb4, aaf3, c27a, cdd7, f244, 7c9a, 1b7d, 4ffc, 434f, 00b1, 4459, 222d, 27c4, 9dbf, 2209, 6d3d, 5e28, e003, caadria2016_187b9, 838f, 88a4, 0a38, ecf7, 14a8, ecaade2016_216b55, c85b, 434b, 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ijac201614104j4, fd7d, 1f04, acadia14_281ae, 148e, 5618, d11f, eba9, 4daa, b937, 0a42, acadia16_470b27, ecaade2016_230h62, ecaade2014_092b22, 9706, d9e6, 6184, 2d3c, 3129, ecaade2016_140z39, d177, acadia14_101v, acd8, e3b4, 86a3, ecaade2015_17u2, f6c6, a1b2, caadria2016_579l24, acadia14_75c, cd24, b1b9, e64e, f5c0, 1b3c, 29de, 8675, acadia14projects_627g, dfc0, 03a4, 135a, ab58, 39d7, b092, f5f3, caadria2016_013w1, 11db, 3c90, c1ac, caadria2015_010z1, 462e, 1726, a9b6, ecaade2014_057n14, caadria2015_178x26, ecaade2014_053n13, 4a19, 8ccb, 43dc, 36c3, 648d, caadria2016_881b38, c9d6, 021d, b159, acf7, acadia14_681am, 99a9, 3d48, 3dc8, 5f7a, 4220, d2d1, c823, caadria2017_182y43, 4c66, e5b6, 39bd, d673, ascaad2016_028e11, c73e, 57ad, 93fd, c9b9, ijac201412303l8, 41c6, 2ebd, 3596, 1f92, ecaade2014_030i8, 0ae7, 7b19, sigradi2013_400s, f87e, c6ec, aa99, 4285, 1fa5, a5d6, 494c, e38e, ecaade2015_207n46, 9d5c, 9e82, acadia15_223i9, 2c83, 89d4, ecaade2014_109t24, 9ca8, sigradi2013_64, 8f55, b5e4, 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237d, e400, ascaad2016_057t22, ff05, 444c, 5165, 8e13, 5c20, 8375, sigradi2015_3.221y4, b510, 97f3, 8328, 37c8, e81c, acadia14_117g, 1948, 9f8b, ebbd, f6e7, 7da3, be6c, sigradi2015_8.339w15, c710, 95b9, 63d8, fd61, 888e, ecaade2014_153g37, 7207, 8161, ccd5, 1641, 74a6, 8f15, 268c, 9ee0, 0232, d74d, ecaade2016_011w2, 9da4, 3140, 30c0, 5ebd, aaa1, 8670, ecaade2015_94b19, b731, c793, 3326, ascaad2014_022o4, 12b4, sigradi2014_339v7, 67da, 6a70, 7993, a4a5, dacf, aa9f, 244d, 1512, ecaade2015_138z27, bce9, b007, 4513, ecaade2014_173b43, sigradi2015_8.239y13, 3b99, ecaade2015_115z22, e29e, fac4, ecaade2016_217t55, caadria2017_158v39, 4a29, 0f3e, ecaade2014_157f39, 25f2, d2ec, 5372, 0f76, acadia16_62e4, caadria2017_129r34, sigradi2013_261, acadia16_164s11, 8aff, ascaad2014_035v1, 9810, 6bc5, sigradi2013_30c, 8e5f, 0b53, 836c, ae72, ijac201412408r2, 97ed, ecaade2014_052u12, 670d, f599, a0a5, c18a, f854, 8a6b, ascaad2014_015w8, 3954, c62d, d702, 02f9, a363, fa5e, ecaade2014_009b1, f7e3, 2234, caadria2015_066f8, 3848, a20d, acadia14projects_473at, b410, 8336, e66d, e926, f33b, d3b3, c501, 9eb9, 571e, b572, ecaade2014_196b51, d2c4, bd0f, 8606, caea, a918, bf31, 7c10, a1f2, f5f8, c5da, 0495, 8d04, 71c8, 8d2d, acadia15_451u19, ascaad2014_024d5, 998c, ff77, be26, 4445, 2527, b91f, e045, acadia14_671u, sigradi2013_117m, caadria2017_124c33, 676f, 2495, 968b, b694, 115c, 925d, 5223, 2042, acadia15_297e12, 478c, c4d1, acadia16_450n26, ba2b, ecaade2016_tkoi67, 32fe, a8b9, ecaade2016_074z21, 55e6, 1d6f, sigradi2015_8.186n12, f3b8, cf76, caadria2017_046s14, a340, sigradi2015_6.387s9, 3767, bee8, fad5, ijac201614201e6, 5c2e, 7de8, 6526, 384a, 101b, a876, ba2e, 2e29, 4d2e, 1af6, 66a5, 063e, cb76, caadria2015_016k3, df6d, e18b, 5be9, b40d, 128a, 8769, b043, 3731, 07b2, 9a6d, 4e85, 40e3, ecaade2014_175s43, c841, ecaade2016_084g24, 685e, 4238, 0aca, acadia16_24v2, b866, 6b6e, 891f, 43f9, bc58, e155, 93e9, 3208, ascaad2016_012n5, 2c13, 3db9, 78b6, caadria2016_777c33, sigradi2013_267c, 97d9, 27a7, 8c88, 898c, 267e, 481f, 2432, e8d1, 93eb, dff4, e76a, f7f5, a3b7, 000d, 799a, e3f6, caadria2017_062v20, 13a5, 280f, 32ef, 725c, 8b68, 62a3, 77c8, c687, ffd6, 50b1, ijac201513101p1, caadria2015_084v12, 91be, caadria2016_611z25, 4ec7, dc87, 76a1, fd7a, 26bf, 3135, ca01, caadria2016_777y32, 2296, bf36, ce62, a65d, 5669, 709e, 4a89, 2ef4, caadria2017_109c29, ijac201412304x9, 46f3, 9994, f21b, f113, 7ca9, ff8f, 1ca7, 2f3a, 5719, ijac201412402m4, cd0e, 6553, bfe3, 6fa1, 1a47, d170, d240, 52f2, 7e63, 5325, f1b3, 11b1, 4518, 87b0, 4bf3, ecaade2014_035x8, 578d, ecaade2016_163t45, 9241, 0212, 726d, acadia16_298g18, ecaade2016_037w9, b9c4, 262b, 9cab, e5d7, b827, 7c21, 6b99, f74e, ec99, 9843, sigradi2014_021r1, 9fd0, d2b0, acadia15_333p13, caadria2015_072n9, 90de, 375e, 9841, 16bd, ecaade2015_27p5, 0d6c, ecaade2016_002b1, sigradi2014_030w1, e765, ecaade2015_22c5, 331b, ff7b, 7094, 3f71, ecaade2015_207e46, cd8f, 1447, 6e3c, ff56, f3d4, 5984, acadia14projects_445ai, 3a42, 1335, 8e34, 91fc, 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ijac201513201f5, sigradi2014_266k2, 0ed4, caadria2017_015j5, 9037, 6a8f, sigradi2014_345j9, 36d9, 7834, 5957, 60dd, bcf0, caadria2017_094y25, 8e55, caadria2015_172a26, d0f3, f5db, 75d6, ascaad2014_031h9, 8ce0, ae3d, ecaade2014_173f43, be90, 041c, 4a8f, acadia16_352w21, a333, sigradi2013_41t, 379b, 32f5, 5b9b, 5050, acadia14_463i, 95fe, 395f, fc2f, 9281, 2819, de86, 0185, 5417, 288c, caadria2017_163w40, e464, a1b7, 0971, ecaade2015_304a67, 91c5, ecaade2015_48k8, e5b5, 5d5f, f5b2, c4f4, 98cb, 2627, ca4e, 6b84, 0f0a, 1a93, 325f, ecaade2015_116f23, f130, ijac201513206u8, 8408, 26a4, d0a3, acadia14_579d, 4cea, ae42, c1be, caadria2017_062z20, 1fde, ascaad2016_017b7, 20dc, 36e3, 9638, 37b7, eac8, sigradi2013_117d, fcdc, 0138, d91b, 2c00, acadia14projects_479ar, caadria2017_085e25, 269a, ijac201412303e8, 0bd5, bfc2, ijac201412301x5, 252b, c33a, caadria2017_005m3, sigradi2013_421k, caadria2015_030e4, 8f10, 7137, b7fc, d33d, ddd1, ee5d, a078, 0007, 7671, 3e76, caadria2015_130b22, 03d0, 0e85, 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ecaade2016_171f49, acadia16_214v13, d975, fe0d, 8e4b, 539f, 9896, 0c2a, dd47, 76b8, d66b, 27c1, ijac201614405e3, 6b46, 0cac, 215f, 556f, acadia14_167u, 3baf, ecf1, b4ce, fdff, 6051, 738d, 2869, 0584, fa58, 2d93, 739b, af1c, ijac201614303r2, c5ba, ascaad2014_037m2, 87d8, 507b, 7020, 5ddc, dc2c, 5969, 0d4b, f04a, fd82, 9347, 3482, 2a53, 752b, c3d5, 554e, 3a9d, a5cf, 6795, b4cd, 4ef0, 9c1f, 187e, 59d1, c988, f15c, a520, acadia15_161h6, 86ce, aaef, 0c05, ecaade2016_224r59, ea06, b065, 5ae9, 9d60, 2f1b, 9ee8, f0a6, dab1, ee6e, acadia16_224n14, a8ab, 5f3b, e564, e4bc, acadia16_88k6, acadia15_57z1, 408c, ijac201412301s5, 9170, 3257, 72cb, b6a4, acadia16_140g10, caadria2015_188c28, ijac201412201f1, afa3, bb40, f734, e1f7, 5828, daed, 8b41, 2290, acadia14projects_267n, ecaade2014_218r55, 6ae2, e481, 6b9f, ac51, 576d, fbd4, 8511, sigradi2015_7.203h10, acadia14projects_117b, e3e3, 914d, 9049, 5968, acadia15_81r2, ccdb, a78f, ada2, 3109, 5621, 29fb, 1ebd, 1709, 936a, caadria2017_123k32, bba2, 84b3, 3e65, 5432, 56fb, caadria2017_096a27, fbfc, 3a1d, 2b91, ceb6, b6d9, fd8d, ce3d, 8482, 505f, 19a6, d0cb, 72c6, ee56, f611, 202a, 0a5f, 713a, db0a, 99ae, 44b9, 26b3, 4b00, 866b, c350, 32b7, 2c80, caadria2016_549n23, 2b93, acadia16_478j28, 44ad, sigradi2014_144t2, 7c08, d960, 94f5, bfd5, f9c8, f3ff, f0b6, a8e8, 34ab, b0a5, 0dc8, e3de, c2a1, 3bfe, e546, fb9c, 5b2c, 8a0c, ee6c, 261c, acadia15_123o4, f9bb, a960, ceb1, e0ab, 35de, 9218, 3b25, 404a, 5e48, 656b, ecaade2015_206p45, 9768, 28e5, c30d, 44f0, 2749, e354, caadria2015_060y6, dec8, ff76, ce56, a6ed, 15f1, sigradi2015_8.186v12, a758, f749, d7f8, 3161, ijac201513102g2, c7ab, c93d, 7223, 12d7, acadia16_224u14, 9557, 45f1, 8418, ecaade2014_132b29, b385, ascaad2016_057y22, bf48, e8a6, cecc, 0873, 3428, ascaad2016_051c21, caadria2015_061i7, d774, 67d4, 9446, a2b6, cb95, 507e, deee, caadria2017_182p43, ed42, 8767, c978, 13b9, ecaade2015_38l7, caadria2015_122g19, 1e38, cb36, bcb0, a723, eb3e, sigradi2014_085g8, f920, 65d3, 13fa, 899e, 5fe5, 7e39, 07f7, ecaade2014_149m34, 79e9, 7197, ecaade2014_111g25, d0b2, aab6, b6c4, e08e, 02cf, 7b0f, 36d1, 757a, 2da3, sigradi2015_3.209y3, acadia14projects_317r, 63dc, 3465, 8f3c, 4c01, cf67, 1575, ecaade2014_111j25, 92f1, 398e, d9ae, 7e7a, 1ee5, 5a07, 4a42, 2469, caadria2015_246x35, 7645, 4d2a, fe4b, f109, acadia16_478t27, e4c5, 261e, 12fc, 03f2, 699f, caadria2017_113m29, f81e, 8be6, 30f3, 7d8d, 232c, 3437, 50c3, acadia14_101m, f870, ijac201412303k8, 010e, acadia14_339aj, ijac201412205p4, b086, e178, c80c, d25e, 855b, caadria2017_051x16, 149d, e0cf, ecaade2014_071v16, caadria2016_797r33, 470e, 1cb0, d456, cc39, 322c, 141f, 3c4d, acadia15_343k14, b9f1, a3cd, c3d3, 1564, 1720, d74b, 6d65, 89fb, ecb0, edb7, f694, b6a1, 1a06, e978, 25af, 1d47, 0483, 93ff, eae2, ecaade2014_168c42, 70da, 3a0c, 6071, sigradi2015_3.190o3, fd37, fd48, 9dcf, 2383, ecaade2015_280b61, a3f1, sigradi2014_137m2, 962d, fa60, 8c55, 2f38, d524, 6074, 8f9c, 75b9, sigradi2014_250r9, ffbf, acadia14_101n, 9dee, 3ef9, 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caadria2015_130x21, 71a1, caadria2016_405l17, 2ace, c3c2, 2277, acadia14projects_375b, 775a, 1b9b, 9666, ecaade2014_233d60, ecaade2016_223j58, sigradi2015_4.219k7, ijac201614204p9, acadia16_372f23, ef1f, 4882, 74a1, b286, b974, 4839, 5bbf, 194c, 47d0, caadria2017_129p34, 819e, acadia16_382t23, 11b3, d097, acadia14_301aw, c31a, acadia14projects_435aj, 5e66, 5d58, ecaade2014_233s60, edff, 8184, acadia14projects_189ay, cbcb, ascaad2014_014v7, e955, bb2a, 235b, 211c, c95d, 9dd4, ecaade2013r_005m4, caadria2016_281d12, fe88, bfed, a3c1, ecaade2015_38s7, 815e, 95e5, a07a, ecaade2015_59f11, 28b2, 85f0, b4ed, 5cce, acadia14projects_317aa, 306b, 23bd, 866e, 2461, 3b72, 56a0, a2c9, caadria2017_029o10, ecaade2014_224a58, e5f3, ijac201614203d9, 193a, 35db, acadia14_681af, 820b, sigradi2013_315, 9c84, 88fd, e166, 8e58, e39e, 52f9, 5391, ascaad2016_039k15, 5510, 1ece, 2ed5, 0c1d, f480, f197, ac90, 9c77, acadia14_435am, 585f, b250, d5a5, 0cf2, 4b54, e68e, 17db, ecaade2014_186x46, ecaade2016_094o25, 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