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 ecaade2014_023
authors Salma El Ahmar and Antonio Fioravanti
year 2014
title Botanics and Parametric Design Fusions for Performative Building Skins - An application in hot climates
source Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 595-604
summary Biomimicry and computational design are two growing fields of research and practice in architecture for their potential in performative and sustainable design, among many other benefits. Cooling loads are posing serious energy problems in hot climatic cities as in Cairo and Alexandria. Attempting to solve these problems, this research turned to botanical inspirations for ideas in order to improve thermoregulation of the building skin. One of these ideas was chosen and implemented using computational software in the design of a parametric vertical shading screen for a typical office room in Cairo. The challenge was to minimize cooling loads as much as possible without compromising daylight requirements. An evolutionary solver was used to optimize results and environmental simulations were performed before and after the proposed screen to assess its performance and evaluate this biomimetic-computational approach to design.
wos WOS:000361385100062
keywords Biomimicry; building skin; thermoregulation; parametric design; hot climates
series eCAADe
email salma_elahmar@yahoo.com
full text file.pdf (467,122 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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ascaad2014_001f1, 316b, dd6d, 9497, 048d, 0275, acadia16_164y11, 766d, 3027, 5786, 2f32, ecaade2016_151e41, 0160, cea4, 0490, 0f26, c8b5, e0c8, 8592, a24b, caadria2016_135e6, 2b9b, 2cf7, 3d0c, 9e89, c8ed, caadria2016_457n19, 1687, 9c07, 1996, sigradi2013_421, 5d26, 41a6, ecaade2015_333e72, 8bf5, 52e7, caadria2016_055m3, 97a9, e1d8, 1157, 3afc, 4073, 24a5, 0a4d, d6f3, b731, ca7d, ecaade2016_071s19, a8dd, 214a, 1ce8, 60d1, d4fb, e37a, 40d2, 4b60, bc74, acadia15_451j19, ijac201513303u11, 598e, b1bd, 40ab, acadia16_402u24, 1714, 53d8, d77a, ba58, sigradi2016_614v, c17e, 3011, 8a4b, 2487, 6119, ac27, 42a7, 95b7, 038b, c788, 8bc3, 99cd, ijac201614402y1, 58dc, 8c27, e3bf, dc35, b3cf, 8d85, 3e25, cb2e, f45e, acadia14projects_135i, acadia16_124h9, d27d, ecaade2016_083b24, b806, ecaade2014_224s56, 98ff, ec1a, 8977, f2ce, 41fc, 8cad, ba52, a4f7, 7e09, ecaade2015_194c41, ece5, 1dcc, fc56, c98a, 0bac, cda7, acadia14_719s, b6ac, b545, fe35, 06ca, 852b, 1603, 7ec1, ecaade2015_17m2, sigradi2016_659p, caadria2017_118u30, c00e, 2ed2, acadia14projects_145s, 9fc9, ascaad2014_008y4, 33da, 1531, 9a5c, ascaad2016_042a17, 435b, c7db, a352, 52c4, ec79, caadria2015_073t10, ecaade2015_207d46, ijac201412408s2, f096, caadria2016_311d14, a47d, e977, 3bac, ecaade2016_047g13, f18c, ijac201614102b3, 62d7, 0a98, ef67, a66c, a4c9, 4fb4, 9b4d, e21e, sigradi2015_10.307n21, b0ee, ascaad2016_054b22, fbc0, 8c5e, 3684, b008, 66e4, 0720, 2b5d, sigradi2013_183t, f243, efc2, 97e4, ijac201614207u11, a033, 6605, 228f, 12c9, 7f25, 11b2, ac49, c439, ac00, 1be6, acadia14_153az, ecaade2016_126u34, 8c20, caadria2017_057t19, e135, sigradi2015_8.27l10, a1b8, 92f8, ecaade2015_336w72, 7a5e, 09be, d3e8, ecaade2014_149z34, b9c2, 59c8, ecaade2015_240s54, 410e, fb63, ecaade2014_186a47, c049, 2f99, d4f7, 67f6, 7258, ijac201412301w5, acadia15_497f22, b082, ijac201614307v4, c798, 9f67, ecaade2016_047i13, f034, e300, ee57, ascaad2016_020u7, acadia14_661o, dc90, e252, 929b, a1da, c5a6, 50a9, aefa, 2a33, 5fe3, dbe9, 7dba, 6c5f, fb55, 6a5d, 4b5e, ecaade2016_243r64, cc16, f206, cc33, 0bc5, 68b4, sigradi2016_814c, 6e77, 09ab, 22dd, 4dc0, 9daa, 4078, 6257, 6073, c919, 3e33, c79f, caadria2015_150w23, acadia16_382y23, 17f0, 9fb2, 7e96, 11d9, 7ef0, f813, sigradi2016_637u, c23d, 1444, 3981, ijac201614201e6, sigradi2013_387z, be41, b21f, ecaade2016_224r59, aab4, sigradi2016_710ii, 6903, ecaade2014_152f36, 9039, 725d, a8e0, 8ff5, 353f, 1b06, e72a, 73e9, fde9, d822, 4345, 629a, 8b46, 16d8, caadria2017_015b6, 7ef6, 94ab, d066, 6187, 2a78, acadia14projects_531z, 8758, cbe0, 0a76, 9458, a438, ecaade2015_273f60, febd, 339f, 6525, bd3a, caadria2015_130j21, 43c7, acadia14projects_281ac, f933, acadia16_88o6, 5e8d, edca, sigradi2015_8.81x11, 3ec8, 4e63, 0c6f, e407, fffd, ecaade2014_112x25, ecaade2015_94h19, 19ee, 8ffa, ascaad2014_015w8, c6b9, 2c72, da7d, b495, acadia15_284z11, 8183, e36f, 2d6a, c6fa, 6dfe, 26a5, 6e2f, 4e38, 342b, 2b15, ijac201513303w10, caadria2016_797n33, 9e74, ca62, 6c71, ecaade2014_112a26, 99b8, acadia15_451x19, ce29, 94cc, 9ce7, ec73, ijac201412304v1, 6e1f, 1126, 774f, b8f9, 370e, 0c0a, d933, aa29, 997d, ijac201412408a2, 1cd9, 66fb, f973, 75a8, 3a17, affc, e0ae, 701c, 2379, 445b, ecaade2015_227x49, aacc, 6550, 610d, 7ddf, 960f, af04, 0367, 93dd, e56d, caadria2016_819u34, d2d3, d5cd, 7002, 20b6, f9c6, caadria2017_149i39, acadia14projects_655ai, ab05, ed96, 9d31, 8bbf, 724a, 9f73, c9e4, 5b37, d8c2, 2c3f, e5db, b104, b261, ecaade2015_231t52, ascaad2014_012r6, acadia14projects_153ao, b027, 9343, c516, 74ae, 8418, 3cd4, 6888, dec5, ijac201513105p4, acd3, d1af, acadia14projects_43ab, 4f38, a405, 2100, d3b3, 504b, 17b9, ijac201412303z8, 1aff, cafa, caadria2016_829e35, ascaad2014_015z8, caadria2017_067j21, ecaade2016_mrtx65, 894c, 8705, cec2, 68d6, ascaad2016_059n23, 7520, ecaade2015_59j11, d964, 8829, 15e1, 0499, 2505, sigradi2015_6.42t7, 7d43, c832, ef89, be58, sigradi2015_sp_8.326z30, 4218, ecaade2015_199w42, 5704, ecaade2016_162u44, f466, caadria2016_281d12, f33c, b295, 81fa, f999, 7c0f, caadria2016_167h7, 6373, 7adc, aa8e, fc97, cbe5, 3d78, 3eb1, acadia16_244l15, 27ff, 722f, caadria2016_871s37, sigradi2014_313h6, 161c, ijac201614305l3, c510, sigradi2016_659v, 8ed9, d4ea, ba01, acadia16_214t13, a488, ecaade2014_149h35, d6c0, ecaade2016_130t36, 03fd, ijac201614302u1, acadia15_211u8, 3ff9, 9133, 8d59, b932, ffc2, e620, 9a71, aad5, bcb3, 401f, 4e6d, ce2c, cf91, c6ae, 738d, a557, 63d3, ac16, 7232, 919b, b567, 8764, aa13, de6e, sigradi2015_3.111f3, 1acd, 272f, acadia14_479ax, a504, 84d3, 4bfc, 85a3, 4ee1, caadria2017_190s45, 4ea9, acadia16_280o17, 06d2, 0178, 2d05, 459b, d9a8, bdfe, f079, 0f2e, acadia16_402v24, e363, c26d, e1fa, 0866, 258a, f59d, 91b2, 2f97, ecaade2016_225m60, 0322, 6e1c, 3832, ecaade2014_018k4, acadia14_23ab, ecaade2016_144i40, 19f1, 48e5, 9490, 094f, 46e0, 0d66, f256, 1c60, 40d0, a966, eb72, 41f2, acadia14projects_619ak, 906e, caadria2017_094w25, ec18, ijac201614309j6, 1af0, d1f8, 1549, d8ac, a909, sigradi2016_550o, adc6, ijac201513102d2, ecaade2016_068d18, 74aa, 0467, acadia16_308r18, 996e, acadia16_88e6, sigradi2015_9.347r17, caadria2016_621u26, f8ab, a28c, ijac201412302k7, aba8, acadia15_195c8, b709, 1149, cdf0, 333b, ecaade2014_237z60, 527e, ecaade2015_195g41, d8f5, eeea, c5bc, 8de3, 9cfb, 4ebd, ijac201614402x1, e8da, 4bd6, 798a, f0d4, f1bc, 3193, ecaade2015_207g46, 11af, 8429, a706, sigradi2014_084d8, acb8, 33e8, 9bd1, ijac201513303g11, 137d, 101e, ecaade2016_158t43, e643, ecaade2015_297u64, aed4, 44e4, a173, d53b, 0450, f4ff, 6a87, 6931, ecaade2015_250e57, ecaade2013r_003z2, sigradi2016_595mm, f370, ecaade2015_130d26, 1dc2, ecaade2014_035a9, 566f, 5eec, 13bf, 4324, ce57, ecaade2015_268y58, e292, c94d, 2321, acadia14projects_311v, def1, 692f, caadria2017_118d31, a941, f7ab, ascaad2016_043e17, 08a8, 5e34, ec54, 101c, c4cc, 0dfd, dc7c, acadia14projects_189aj, 29dc, f615, 24d2, acadia15_274o11, 1410, ec5e, c223, c3b1, 9e6e, 49ef, 31f6, ijac201412408m1, 8997, 4753, acadia14projects_479c, ecaade2016_162f44, 0138, f6e9, d5a4, 2ab8, e8a8, 0abb, ijac201412403f7, d9f5, f5ea, ecaade2014_153d37, 915a, ascaad2016_031i12, acadia14_365af, ddca, caadria2015_203d29, ecaade2014_108f24, e2a6, 03a9, 8132, 5a1b, 1238, 7f52, 0e27, 2f6e, bd1c, ecaade2015_35a7, ef84, f59b, 3e57, bc2d, ascaad2014_037n2, 6be6, 980e, 1de4, bc63, 13a9, 600f, 987c, 8647, a84c, bc4b, 0323, 9da6, 6b5d, dfbc, caadria2016_445b19, 463e, a7b9, fe30, 811e, 617e, c11b, 03a8, 7576, 4d57, ijac201412304o1, 60bb, a884, 3397, a77b, 9430, 3055, d8a6, a606, 91ac, af90, 2e5d, 9d4e, 526e, 4c9c, 3819, 3e85, acadia16_206o13, ecaade2015_228w50, e44c, 8b3c, ascaad2014_005j3, 3cf8, bb7b, cf75, fee0, ascaad2016_030h12, acadia14_117av, 77f5, 5122, f084, bbb9, 512d, e8cb, 4eee, 4515, bc41, bc78, e6f8, ascaad2016_025m10, 1697, 5266, e310, ecaade2014_042j10, a9ed, sigradi2015_10.267r20, ecaade2016_139c39, caadria2015_054m6, 51bb, 91f1, be37, sigradi2015_8.289f15, 6043, 8f6a, ijac201614306c4, 2526, 7838, ascaad2014_010s5, acadia14_655v, 3f60, ecaade2015_130n26, 1afe, 1a82, 91ec, 0afd, b87e, cf35, d5d2, c95d, face, 9c0e, 837f, ecaade2016_111n30, 7d63, 4f90, b9fc, 8593, cb56, 5dc6, 0d8e, be53, f0a4, d78e, ba3e, 14f7, ijac201513202h6, 8481, fb8f, bf4d, ece8, c91b, d8ab, d8c3, 0599, 648c, be40, dfc1, 5813, ascaad2016_003a2, 8428, 2cef, ac15, 306e, 351b, b2ce, 7ab5, 8ae4, 7e7e, b001, ecaade2015_138o28, ac81, 672d, b2fc, d2d9, e453, c81a, 3073, 5a08, d8ed, ascaad2016_042s16, ecaade2014_067w15, 699f, 597e, 1ecb, f61d, 1669, ece3, 9044, ecaade2014_225i58, 5705, a79c, 8e57, 6a0c, 25de, 50bf, caadria2017_041o13, 74cf, 9289, 26b5, ijac201513104r3, 0e79, ec57, ffa2, e637, 2974, 3083, acadia16_98h7, 103d, 45a9, 5a61, 07cd, cf6d, 8ee1, acadia14_339ax, 48cc, ebda, 7021, ecaade2015_110i21, 0c46, sigradi2013_46, 890a, sigradi2013_234d, 53a0, 40c4, 4a07, ecaade2015_246z55, caadria2016_713x30, acadia14_199an, ijac201513105o4, 8172, acadia14_699n, acadia15_47b1, sigradi2014_276z2, fd2d, 0d96, f54a, c4e8, ed6c, 08bd, 0705, 67d5, 8e4c, c366, 2f75, 704d, 0132, ecaade2016_123v33, 407e, 409b, aab1, 7c65, 1cdc, ijac201614102s2, dab9, a722, f5a6, 1078, 9ea0, 88e4, 838a, sigradi2013_117c, 5b1e, 78f6, ijac201614309s6, a8ed, f719, 2694, 9442, ecaade2016_132i37, 3eb3, 0f3e, f139, eef8, 6a5e, ecaade2015_61x12, 0232, 3af2, c30c, sigradi2015_3.221z4, sigradi2015_11.34x23, df67, caadria2017_107n28, ecaade2016_165y46, bb6b, 7572, 4faf, ff63, 4588, 607e, f827, caadria2016_095t4, 1fd9, acadia15_469i20, caadria2017_174r42, efa7, caadria2015_048m5, c0de, fbbf, f98d, ijac201412203h2, aeb8, feb7, 5ba4, acadia14projects_111j, 5463, ascaad2016_038m14, 8ff0, b895, cee3, 8b96, acadia15_469g20, ijac201412408l2, f729, 5e27, ecaade2015_25g5, 83f5, 1384, 6495, 3dec, 830c, bc98, acadia14projects_103af, 9b06, ijac201614105v4, cbbf, f069, ecaade2016_071h19, 5424, 6439, 1a13, 96d0, 5a4b, ijac201412303d8, 82fc, 9deb, 9a2b, caadria2016_073a4, 5c44, 9ae6, f63e, 3b4e, 258f, 8171, caadria2015_170z25, 0fc9, e1fd, 4bff, b5b5, 75cb, 4527, caadria2016_683g29, ecaade2015_55g10, 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sigradi2015_3.11g2, 50d5, 9f46, 2bff, ecaade2015_169w34, af46, e88a, d83e, 750b, d2f9, d677, a8fd, ecaade2016_046y12, 0640, cae7, 590d, d0c5, ee12, cff7, 3b51, 7c92, acadia16_214y13, ecaade2013r_013x7, caadria2017_046v14, 66b8, ecaade2013r_012k7, caadria2017_023a9, d22e, ecaade2015_294j64, acadia14_347av, sigradi2016_441mm, 11cb, ae59, d4c2, 0cdf, 8fca, 8cb8, 25e6, cfe7, fe58, 050c, 29eb, b3e4, 14f3, caadria2017_163u40, 2cc7, 6efa, df82, 72, ecaade2014_151y35, 338c, d6c3, 19cd, 3960, caadria2015_130i22, c659, 852c, 66e7, c473, ecaade2014_078p18, da7f, e419, d0bb, 65c9, d5f8, 6368, ecaade2014_024d7, 949b, caadria2017_163k40, 773f, dfba, e27f, 6083, 01de, 7e81, 9c9e, af54, b791, ijac201412204p2, dc26, ea68, ecaade2014_225f58, c48d, cbeb, 7f80, ecaade2015_250f57, 4008, 8660, 64b9, fb24, febb, 15d9, d9fd, 6526, ecaade2016_243c65, caadria2016_291v12, 3e87, edde, d5c1, sigradi2016_627f, 515d, cc95, e6aa, ecaade2014_149e34, ascaad2014_013c7, c784, 83f6, cddf, 1508, 0b39, ee73, 8467, 0f5b, ecaade2014_169k42, ecaade2016_197z51, 52aa, cd49, 2e84, acadia14projects_135y, 207a, 4f3f, ecaade2015_229r51, 1b37, acadia14projects_281z, 9a6d, e7c0, ijac201614102u2, ecaade2015_113m21, caadria2015_203o29, caadria2017_003b2, e5d5, c967, 74af, 379c, ecaade2014_214h54, 1ad0, ffce, 1962, caadria2017_030y10, dfda, f599, ae99, a338, 8d10, dd11, 4b78, acadia16_184m12, 135c, ecaade2016_077y22, 518b, 86b6, 6c8e, 4dd1, 3f34, 6a8d, 844f, acadia14_589l, caadria2016_631j27, b4db, ecaade2014_130v28, 9056, caadria2015_090f15, 7127, 7a92, 60cb, 90aa, caadria2016_861e37, 809a, sigradi2014_074y6, ecaade2015_100a20, 2177, be6f, 048b, 5a22, fc7d, ecaade2015_86l17, a372, 23d5, 9786, caadria2016_735v31, 061a, 4598, 07b4, 7d0b, 1d50, ea41, sigradi2015_3.209y3, 2c57, 2de1, 97be, 111a, d4cd, caadria2015_194u28, ecaade2015_233x52, 8b03, 4170, 12b7, f2fc, 30cb, ecaade2014_141e32, caadria2016_291x12, ff0b, caadria2017_051l17, 727b, b1c2, 5ae9, edf9, ecaade2014_030l8, 4f37, e7b2, acadia14projects_327b, e94e, caadria2015_178z26, 5d25, f6d4, 011f, baec, 7e7c, 22aa, 7854, e29d, 5be2, ecaade2014_167n40, 1442, sigradi2016_455d, 2058, sigradi2016_814h, 3d01, 5de4, b818, d429, ecaade2014_067c16, 8e30, 6b59, b140, 3265, 2662, 87da, 77a0, sigradi2016_674kk, 7a00, ce51, fa76, 936f, 036b, 2652, e3ab, 3d5e, 59cc, ascaad2016_040c16, ijac201412303b8, 00b0, b9f6, f9a5, caadria2015_213v32, 1aea, 506c, acadia16_344l21, 7539, ecaade2015_217i48, 6533, e529, caadria2016_839i35, 064a, f98a, 707b, caadria2017_122v31, 721a, 6bb3, cbd4, 50e1, c869, acadia14projects_145w, 6c38, 0ebe, acadia15_323h13, fb54, 4ba4, c7cb, ecaade2016_225f61, 7475, 4cf2, c67a, 7314, d0bf, cbf0, 76b9, bb69, sigradi2016_530ee, 69d9, bf67, 5dfa, 5589, 820a, 4f14, 043c, acadia16_326s19, d96a, 1516, f909, ecaade2015_59y10, 10dd, f1d3, 2975, 0168, 5ed3, 5a37, 2c9a, caadria2017_174f42, ijac201614402t1, 1260, acadia16_344g21, 8096, 3b12, 6e17, 2786, c307, 0a53, 2771, sigradi2014_085e8, 4da8, 53a8, 7c38, 7205, c012, dbc2, aa4b, caadria2017_129n34, 7446, f111, 9756, cdeb, ecaade2015_268c59, c076, afb4, sigradi2016_637cc, 8c1a, 5af3, 1bb1, 1c6f, 0dfe, b75d, 5a8b, ef49, a13f, 759b, ascaad2014_029m8, b909, be51, fbf0, 4fb8, dedd, 8e20, dfea, acadia14_63ac, 6681, 9071, 6e2e, 0a0f, b902, b635, 458a, sigradi2015_6.42p7, 91f2, fd8c, 695c, 83d6, 2329, 54a1, acadia14_589c, c08e, aed0, 2b58, 297a, a39c, d1b5, 803a, 1ef9, c708, ecaade2014_151d36, e5b5, 21e4, caadria2016_579i24, bd13, 81fc, 96b0, 3895, 2d3b, e558, 86df, 0bf0, 6442, f583, 1dd7, 7342, e6ed, b5e9, ccac, da19, 0d3e, 773b, b42a, bfb7, 86cf, 5abd, 2ff5, 223d, 07fe, 936a, f6ee, 420f, 58e4, eeab, af2d, ecaade2014_085i20, 21a1, 46ef, 249f, b6ae, 5436, ecf0, e476, b29e, 8333, acadia16_116z8, 2b6f, be4f, 4aff, 6ad5, bba2, 8a98, caadria2017_056u18, d223, 514f, b294, caadria2017_163h41, sigradi2014_313e6, ecaade2016_157a43, acadia16_72b5, a53a, ecaade2016_040w10, 061d, 2478, 0b1e, fd0b, cc01, 7d27, ecda, d845, ecaade2016_225g61, 3c6c, 133e, ecaade2013r_020s10, acadia14projects_145m, caadria2017_070f22, 0592, ecaade2016_002d1, 13e3, 6bbe, bcb8, sigradi2013_294u, ecaade2016_079u23, 3a55, ac3f, c544, cc54, 922c, a869, 68d8, 00d2, 7088, ecaade2015_100t19, c36a, 2e17, c8e1, 8c3a, ecaade2016_221u56, 2b84, 5d6a, 274f, 6834, eb43, 5ef6, dac0, ecaade2015_302n66, da93, 792b, 51e3, befa, c273, d7b8, f1ae, 6520, ecaade2014_218l55, 654e, 798e, 51be, 0c97, b50d, 4238, 9c0b, 2e36, 4c75, b10b, 4b4b, 8a0f, 68c8, af80, d2de, bd28, a687, da2a, 5ffe, 2b98, 5d80, bfe9, fbf2, b950, cea6, ecaade2016_045f12, 6b3b, ecaade2015_196v42, a78d, caadria2015_206t29, 5707, 046b, 5691, 13c6, acadia14projects_531o, 92c6, 943f, sigradi2013_405v, 1b22, 42f0, a0c9, 2fdc, acadia14_661j, dcb1, 247d, 02ee, 86a6, f7e3, c492, 6160, cf59, 0a91, 19b5, a64e, 03b5, cd62, fd4d, 884b, fc8f, b171, 15c0, cc90, 9cbc, 7204, c796, 2b73, sigradi2016_752ww, ecaade2016_210y53, da8c, 5df9, 385f, 042b, b451, 8c5f, acadia14_531t, 079c, 3688, 172c, 2fca, d609, 73fe, 7d62, a6ee, 9011, ccfe, ecaade2014_140k31, dbb5, 5cc8, 0f69, 4498, ecaade2016_118p31, 9a5a, ecaade2015_127d25, 5ad8, 1314, 08dd, acadia16_344p20, acadia14_101t, 8ee3, ecaade2014_072o18, ecaade2015_74p14, ecaade2016_074s21, ecaade2015_113o21, deab, ecaade2013r_009v5, acadia14_257aa, cf8c, 1571, ba93, ascaad2014_010r5, 336a, ijac201412301z5, cbee, f905, 98e3, 0814, e33b, 13d2, ecaade2016_225p60, 5294, 8e64, 2a8d, b445, 4059, caadria2016_033v2, 2773, caadria2017_052x17, c5c2, 05d2, b622, 9aaf, fc2e, ecaade2014_180i45, 2ebf, ijac201513303k11, acadia14_497t, 9e2c, 2b56, 0191, 846b, ecaade2015_91c18, 8aa0, 91bf, caadria2015_176r26, 2764, sigradi2016_448n, 6ddd, c106, f173, 8ef1, 3581, d627, 1368, ecaade2015_100w19, 0623, ascaad2016_048c20, 7fc4, ccfc, 142a, 9525, caadria2015_114k18, 7e10, 6fc4, 8761, b8ea, sigradi2016_367vv, 209e, 64d2, beb1, 3213, ijac201412203w1, 0b66, 546a, 9f7c, sigradi2013_244l, a60a, d939, d705, acadia15_483z21, cb23, c1e1, 2dc2, acadia14_565af, ascaad2016_011i5, acadia14projects_347al, 183c, 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946c, ecaade2013r_002c2, a0aa, 5df6, d007, acadia16_260j16, 8acb, 7961, 927b, ecaade2015_64c13, 8e1f, 2d21, 5641, ecaade2014_084o19, 25ab, a1cf, 1bed, a39a, 59de, 520a, 4af9, 475f, 6814, 1f12, sigradi2013_393m, 7a66, d4fd, bae8, ecaade2014_046n11, 7944, 213d, 78ed, sigradi2014_281e3, cd91, 1a39, 1783, 8e72, 39b2, d02a, 80f2, 5f93, ecaade2015_152t31, caadria2015_014z2, efce, 0e36, 3a60, 7385, 5196, b379, 5859, caadria2016_797s33, 9bcb, d9af, 1f78, sigradi2013_327p, 1cff, ecaade2016_243z64, b9f2, 0eb6, 245f, acadia14_281x, afc5, 6c83, ijac201614208w12, e0d9, b616, bcc8, bf96, ef3b, e711, 95bc, 22bb, be19, 81d2, ef07, sigradi2016_490y, ijac201412305p2, 605c, ba68, e152, ascaad2016_033x12, 51a3, 8a2b, 6e45, ecaade2014_011w1, b755, a1fe, 8319, 2ef5, fb53, 00e5, 55b2, 8156, 1dc0, sigradi2014_239d9, 3136, 1a9e, a1e0, 8317, c277, c1d9, 10a8, caadria2016_703j30, sigradi2016_625e, 86be, ascaad2014_007a4, acadia16_280c18, a5f9, caadria2016_033z2, 25b2, 0aa3, 567b, ascaad2016_022m8, f8e3, 5f87, 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0946, f8bb, 37b9, 36cc, ijac201614202u7, ecaade2016_073i21, 159f, 9a2c, edbe, acadia14projects_609az, e2d7, 8a57, 0901, 9fcf, caadria2017_104d28, ab84, de92, 02d0, 153e, 4554, 2eb9, 06f9, 8017, caadria2017_043f14, e04d, 6801, ecaade2014_113x26, 6667, d3b8, 5a0d, 158a, acadia14_389aw, 8fce, 4c7b, 3f69, 0746, 0663, ab43, 8d28, db78, ed77, 5c03, 68df, ac3e, 4594, db67, d584, 72be, ae17, bd6d, 177f, 1cb4, f37e, 90b2, 544a, d98a, 82fb, 5d46, a009, 3b01, f68a, f88a, 6baf, a20a, 41df, 7660, caadria2015_126s20, 7b01, caadria2015_060u6, ecaade2015_217c48, sigradi2015_6.387e9, acadia16_88w6, fb12, 2837, e889, e8e2, 771c, 0905, d9ac, 9cbf, eb92, ec15, 6bc6, ed35, 1155, a860, 00ab, e5ec, 4aa9, e186, 8e92, b882, caadria2015_078g11, 4bcf, ecaade2015_235u53, 749e, 47c1, a61d, 1fee, 9dbd, 87b7, acadia16_98c7, caadria2015_023v3, 1b96, 3c92, afe2, 339b, 3cb6, e8b2, 080a, a794, 2138, e52f, 0145, d304, 912e, ecaade2013r_020r10, 5b0c, 84de, 8c66, 2e40, d864, caadria2015_031s4, e387, 8af8, 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