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 ascaad2016_017
authors Yazici, Sevil; David J. Gerber
year 2016
title Prototyping Generative Architecture - Experiments on Multi-Agent Systems, Environmental Performance and 3D Printing
source Parametricism Vs. Materialism: Evolution of Digital Technologies for Development [8th ASCAAD Conference Proceedings ISBN 978-0-9955691-0-2] London (United Kingdom) 7-8 November 2016, pp. 145-154
summary Computational design was developed to solve complex problems in architecture and to enable the establishment of systems with complex properties in a holistic manner. With the enhanced capabilities of computational design, there are possibilities to develop integrated approaches to adapt to multi-faceted design problems. Swarm-based multi-agent systems (MAS) are already used as generative bottom-up methods in various design operations, including form-finding and optimization. This study presents a systematic approach, in which multi-agent systems are informed by the environmental performance assessment data where the output is directly linked to the 3D printing process. The intent is to increase efficiency within the design and prototyping process by integrating performance and fabrication into the early stages of the design process. The proposed method has been applied as a case study to a diverse group of students and professionals. The results have proven that applying this systematic approach enabled the designers to achieve highly sophisticated, formal and organizational outputs, with enhanced spatial and geometric qualities.
series ASCAAD
email sevil.yazici@sevilyazici.com
full text file.pdf (242,445 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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caadria2015_168k25, 0ce5, 6195, ec6b, 4ca4, 04f0, e972, 29a5, caadria2016_457h19, 61fe, b1b6, c2de, 94b5, ecaade2015_139y29, 71f4, ecaade2014_023v6, d278, 6f97, 8800, c77d, 7dc8, ecaade2014_168p41, 5b36, sigradi2016_449nn, 173f, ijac201412303m8, 8832, 436c, caadria2015_126o20, b32c, 1540, ecaade2016_215x54, 83cd, ascaad2016_007w3, b1ea, 067d, f8f0, ascaad2016_022k9, c6e9, 8e15, ijac201614105c5, ecaade2016_154f42, 1ba1, 890e, 9701, acd0, 419d, 70e4, acadia16_98b7, ecaade2013r_002b2, 7a06, 7e9b, acadia14projects_153aw, efd1, 4d8c, ecaade2015_285u62, 2eac, ecaade2016_095g26, 29c0, 11b4, 56d8, 5743, 6ef3, 0113, 58fc, d66e, 44e1, ijac201614207f12, a846, ac47, 02fb, 30c3, c88d, 6081, fcb4, 184f, aade, 628c, 2ce1, 8375, d2c5, 1980, 5cfa, 293d, b918, d32c, 5b24, f2ba, 5f59, 1109, dacc, ecaade2016_037y9, c273, 13d3, sigradi2015_11.196h26, 4bbb, 3747, 3c96, d537, 9a99, 33c8, 0157, 65b6, f8ae, ascaad2016_022e9, 6b8d, 1592, 8675, 5e14, 3b74, acadia16_12n1, acadia14_539e, 667c, acadia15_451x19, 87d1, bd46, bb81, a877, 6f14, 6a96, 0fbc, 1032, 7929, 33d9, 0cb2, a857, 3bf1, 8592, 42b9, 4534, cfd2, 28f4, acadia14projects_33ao, 9291, acadia14_565ad, 3fbb, acadia16_224l14, 0cfd, e720, 2512, b3f1, dafa, 6b03, 7ec8, 1a0d, 1c5a, b916, 3cd4, e268, 80d3, ascaad2016_038x14, 5d97, f15c, sigradi2016_595oo, ascaad2016_008e4, acadia14projects_247r, af24, 9baf, 4b23, 53ca, ecaade2016_040p10, 6708, f6c7, 2e13, 3cff, caadria2017_052y17, acadia15_417w17, 2ae6, f92c, 5957, sigradi2016_537qq, e187, 5311, caadria2017_015m5, sigradi2014_313j6, 9aa2, 4964, d353, acadia15_343u14, 6045, e291, sigradi2013_313m, 0480, e8fb, 5f6a, ecaade2016_078k23, cc82, 755f, bede, adde, c18a, 9f70, a328, 888a, ijac201614302r1, 1b90, eea7, 4ee8, 375d, c5c8, f451, 9090, acadia16_98c7, 6e6b, b0ee, 9cad, ecaade2014_186a48, 2ea9, 1c66, e11e, 7d4c, aae4, 5208, 41b5, ecaade2016_170z48, ascaad2016_033g13, 9776, 8afc, ecaade2016_074j21, 73ca, 834c, fcd5, b4b2, 130b, caadria2015_004r1, caadria2015_064z7, 2aa1, beaf, sigradi2016_625uu, ecaade2014_214n54, ascaad2016_004g2, e228, acadia14_125s, d2b3, 98bf, e900, ecaade2016_151j41, b5d5, abdf, ecaade2014_180c45, 1260, 79ff, f91a, c98e, 4912, 5ca6, fe32, 04c0, c385, 84cc, 6ae0, 8969, acadia14projects_609an, 8b22, 6998, ecaade2016_025f7, 364f, fb75, 9ec5, 9c64, ea10, 347b, f29a, 0118, 844a, 3a53, 24c2, 9380, fc41, 1096, ecaade2015_227w49, caadria2015_086l13, c6c7, 4d54, de19, 7827, 6c94, bb61, a8dc, 8f46, ffb7, 2a6d, acadia14_125z, c7a7, daf7, 7e6e, 99ee, 7917, e9e3, ecaade2015_129l25, 828e, e290, ecaade2015_196p42, a0b5, ecaade2016_006p1, f508, 19ef, caadria2017_051k17, ecaade2013r_014k8, 4a19, 7d74, 6e68, caadria2016_735u31, ecaade2014_149d35, 17a2, ecaade2014_138t30, 64d4, cbce, 821c, e262, fc2f, 4271, 7fa0, acadia16_54t3, c0c8, 9204, 8319, afcd, a3fd, be7b, caadria2015_124w19, 2691, ecaade2015_22s4, 92b6, 8fc3, 43ae, a972, sigradi2016_534nn, ascaad2014_023b5, ecaade2014_067c16, acb0, c8d6, b28a, eafa, eafc, 29f0, ijac201614105t4, 5300, 28d8, 94c2, 00b7, 2930, 3ebf, 2f35, 7ea5, caadria2017_124k33, 5b3d, 30e7, 1aba, 0992, b180, a541, d843, efcf, sigradi2016_483jj, 32c1, 6af2, 48a6, f1a8, 5809, acadia14projects_719g, d831, 9939, 1a31, d2a1, 66b0, 74f8, 8813, 68e0, 5bd9, 527f, fa61, a7e6, 8841, a95f, f43e, 7c1c, 4c49, ascaad2016_052g21, 2365, 07cc, 0b45, 8d66, 6415, f99b, 3d9f, e87c, 4865, d0c1, 7ab9, ecaade2016_048d14, 6759, 726f, ecaade2015_229o51, 3791, 1fb0, caadria2015_194z28, acadia14projects_409o, 8150, be3f, 5e02, e923, b440, 3e6c, 9857, acadia14_339ay, afea, 2729, f08b, 85c8, 871b, 09bb, 25a9, 8aa1, d365, ijac201412301z6, 6fd9, f9f1, bf5e, ecaade2015_228w50, 0dcc, 890a, 2907, b24d, 86b3, dc99, sigradi2016_602i, 495a, acadia16_298h18, ijac201412403t5, 2d33, acadia14projects_473al, 016b, aa69, 63a9, ecaade2014_215b55, df8e, 4623, cf11, 3561, 6a20, 5914, 22a1, ijac201614302x1, a9fb, c3c3, e3b8, d5e8, e094, 876c, 1711, 3c11, 9f02, 4211, 5672, 684e, dd24, ecaade2014_202n52, c24c, sigradi2013_387f, 1a38, ecaade2015_271c60, 070e, acadia14projects_719m, 1c7a, ecaade2014_038c10, 282b, ecaade2014_111n25, a638, a954, 79d6, c5b5, 10c9, caadria2017_028a10, 18c6, 21ef, ecaade2015_138h29, 2377, 67d5, ecaade2014_186f47, b10c, 3e90, 5f8f, 4159, c541, e5b9, c2b3, f409, fb03, c0aa, ijac201412406n9, 2037, ef08, sigradi2014_313t5, 3bfe, acadia14projects_389c, 4ace, 62f2, 2118, fed7, 43a0, 4f42, 8c07, 170a, daa5, 0155, 0333, 68f0, 9e88, 57e2, c05e, 66a0, b040, 87fa, a3a3, 8b3f, ijac201412204m3, 181b, 6755, 37f0, f8b6, 1345, 71ab, ebb7, a0cd, sigradi2015_8.289d15, f8d6, ea72, caadria2017_041z12, 94bc, acadia15_443c19, bf47, 3441, ascaad2014_003v1, sigradi2014_169n4, 9774, 1770, caadria2016_157r6, acadia16_342d20, ecaade2015_175s37, 73e2, cb86, ea95, 4350, 09aa, 7516, 64ab, c417, acadia15_371n16, 572f, ecaade2015_35w6, ijac201614201v6, e4d4, ecaade2013r_001d1, ecaade2015_155i32, 431c, ee91, cd4e, 4f77, 0314, ae6a, 9393, 8cb2, 93a2, 5cfb, f600, 92fd, 30f4, 33c7, ecaade2016_163g45, 4301, acadia14projects_101aj, a82f, fb14, 8ea9, 3769, ff09, sigradi2013_41e, caadria2017_017n7, fa02, fa9c, 8a84, ea9b, f3ed, 2a59, 7a23, caadria2015_031o4, ascaad2014_013u6, 4ffa, 3eb6, a5d1, e2b5, 6356, 8b69, acadia15_57r1, 966c, 5893, 8e55, 02ee, sigradi2015_3.65s2, acadia14_601ad, ecaade2016_040a11, 68ae, 293e, 0fe3, 6173, 7cbb, 09ae, acadia16_440w25, caadria2016_713e31, 519f, 8b48, 9958, c6d8, 5a62, 17d3, 1962, dede, a8eb, 1d93, abc6, afab, f3be, 6cf0, 59c6, 64d7, b543, ecaade2016_185a50, caadria2016_745f32, 6896, 9236, 335a, ecaade2013r_018i9, sigradi2015_8.239b14, ecaade2015_297c65, ascaad2014_017o9, 9401, acadia14projects_479j, 34b3, 90a2, a587, ecaade2016_191g51, df42, 56a0, 4632, 8a45, 036f, 047b, 8ea7, ecaade2014_194v49, 742a, 8c54, 7363, 353d, caadria2016_177z7, sigradi2015_4.219c7, 0ae0, 00d0, 893d, sigradi2013_111, acadia16_478d28, c3e3, acadia14projects_627c, ascaad2016_039j15, 015d, bfbf, ascaad2016_011j5, 4dc9, ecaade2014_237w60, 3c70, e035, 8545, b474, 13ca, eb80, f3a8, 73f2, ascaad2014_014n7, ijac201513203f7, 2068, caadria2017_124v32, 4d65, c25b, sigradi2013_342t, b823, 5daf, 0eb9, 4877, caadria2017_163y40, acadia14projects_473am, be98, 1e5e, 9fe0, 9348, 36fc, 7eaa, 1d72, 71be, ee9b, 647a, 5fcd, 9279, 4c56, ascaad2016_021w7, ecaade2015_53z9, eea0, d731, 24ad, caadria2016_601n25, acad, b32f, 3cc4, 9abf, fd7a, sigradi2013_303i, sigradi2014_289j4, 1c62, c1e2, 5238, acadia14_33af, d7ba, adf4, c012, fa06, a148, ecaade2016_225b61, 0189, 0968, 19f0, 2c3e, af08, acadia14_609at, 2854, 1504, f709, sigradi2014_047i4, 5189, 038a, 5194, 2733, ecaade2016_027y7, bfa2, 4bd6, a88a, fcc2, b5d9, sigradi2016_534oo, de4c, 6362, ecaade2016_222t57, ed32, 49a9, 38d3, 013d, 0881, bfab, e82f, e5db, a1b9, caadria2015_237s35, 4ac8, ef1d, 78b3, 026f, 259a, 7c9c, bee1, f97a, 3e11, ecaade2015_139c30, 7b68, caadria2016_457j19, 1a76, 9b94, 3277, caadria2015_139f23, 1e8e, 94c1, b3a7, 6fcb, 2556, 256d, ecaade2016_047o13, 38fb, 6093, 6491, d744, acadia14_661c, ijac201614301c1, caadria2015_081j12, f91f, acadia14projects_111k, 8bad, b861, ecaade2015_171k36, dbef, ddf8, 349e, acadia16_344w20, ca55, c3f9, 0789, d770, 2e12, faca, bfa3, 7c84, 0181, c94b, 4466, 5abb, e362, d0df, 95ff, f60b, caadria2016_819x34, 68ea, 4177, d960, cba8, 9e9a, 26ce, 3bfa, 5f86, 200b, dd67, 2364, 6b69, bb63, 2a10, 99b5, 565a, 7e15, 3485, 706e, 82d9, ecaade2015_278l60, 3b89, 48f5, 1574, 2cb8, ecaade2016_025n7, fc37, 66ec, e377, fa3c, db5f, ascaad2014_004k2, 19ec, 4b1c, e94c, e8c8, 60c1, 572b, d29a, 09cb, 59c3, 6c4b, 90f6, caadria2016_271y11, 89fd, acadia15_513u22, acadia15_483w21, acadia16_270c17, df27, 741a, 4f48, c6f8, b4ff, 04db, f390, 0b6a, 21aa, 0fa5, bd0e, cd78, 5,9999999999999999e+83, bc42, 8c74, eec7, 0294, 322c, 6072, ecaade2015_118r23, ecaade2015_286b63, 7e75, acfb, 9150, 7f14, ijac201614207n11, dcfe, 8e1a, ijac201614204x9, 627f, ecaade2014_187f48, c57f, 261c, aae3, 950e, d04c, 3d64, a2ba, caadria2017_127f34, 0425, ecaade2016_bkos65, 92ee, 178c, ad1e, 8ba3, ijac201614101g1, 4bf4, 3eb2, 6bb2, 276e, 8ded, a420, ecaade2015_129r25, 40ec, ecaade2016_021t5, 9147, 3582, 700d, 605e, db2f, ecb0, caadria2017_094r25, 3355, d20b, f90b, 106b, ed20, 7565, b8d6, 9a3c, 476a, 2c20, d7e6, ecaade2015_25j5, 6291, 26f5, ecaade2014_112b26, c710, 4812, c22a, d31d, b1b1, ecaade2015_18d3, ascaad2016_015p6, 0ced, ijac201513104e3, a4f4, 5b35, a9fe, 7fc4, caadria2017_004j2, c04d, 2291, 5d12, ecaade2014_072v17, 8236, fb81, 7140, 96e1, 5595, 1271, 5cb8, 42d9, 4610, 7963, ecaade2016_104o28, 495d, 5d9b, 903a, c021, 8d7b, b28c, 9d55, 0ab9, 58bb, 5481, a7cc, acadia15_185n7, ecaade2016_095x25, a795, 44d5, e9d8, 580b, acadia14projects_177n, 4bfb, 76d0, 410a, ecaade2016_203k53, acadia14projects_661n, ad37, d2de, 2b48, acadia16_478w27, 5930, 5e7c, c71a, faf1, d3cf, 75a9, acadia15_263t10, cb4c, 70eb, 0238, 113d, d540, eb57, ef45, ascaad2016_054n21, 2abf, 624c, 9398, 7be2, f1d2, 1ee2, 3547, 85ee, caadria2017_005w2, 63ec, 9134, d05b, 3e4c, 03f6, d492, 4a2e, acadia16_260l16, 9002, b6cf, a498, 4bb2, ijac201513201g5, aacb, 8f38, 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0a3e, sigradi2014_108c9, 552e, 120a, 6106, fc76, 46be, acadia16_432p25, 39a5, e14e, 640a, 76c1, 3820, acadia14projects_479t, eef7, f7e7, 4945, 5244, a1a1, 6571, 6f77, 2f18, 3986, 748b, ascaad2016_045k18, 9568, ijac201614306u3, sigradi2013_330f, 99b3, ad91, e333, 82cd, 0e38, 5552, 6ada, ae4a, 8e0c, 3892, 8227, 454b, e886, 5a1c, fc3d, 21ab, 95d4, 6e6c, dc02, a35b, 3990, 653f, ecaade2016_067y16, 00f6, 11a7, 1007, 75c6, 997d, 4fd7, fb49, 3c55, 6fc8, 4cb6, 2249, sigradi2016_815ll, 1d1f, 6bb0, acadia14projects_79x, f0f7, acadia14_53u, acadia16_62t4, ab93, b154, 3256, e9eb, 87f0, c59e, 7bdd, d206, facb, ae2a, acadia16_394g24, 90db, 722d, ecaade2015_241p55, a923, 4ac1, afca, d51f, 4c15, 9274, 4d1b, ecaade2015_35c7, 40eb, acadia16_244o15, ijac201412305r2, 28cd, c7f5, 0c3c, b8cc, ecaade2013r_019i10, 5dd2, 2344, 19e7, 4e9a, 48cd, 8a68, 09a4, 6521, b38f, 6c85, 841b, b299, 4264, 4454, 8eda, ecaade2015_293w63, a290, 4c85, e9cf, ce61, 3006, 33bc, 0280, bda6, bd3d, 6485, 6673, 0f0b, 77e8, 6b2c, 4d7e, 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ascaad2016_023w9, 6f35, edd9, 3d45, 7201, 2da7, 7113, 6164, 0947, 1f0e, 807f, a9fc, 9dbb, acadia14_463aw, eebf, ecaade2014_224p56, 444d, caadria2015_130u21, 1c0c, caadria2017_107v28, d0c6, e432, ijac201513303p11, 78ee, 5232, 44f3, b023, 167b, ecaade2016_162e45, 08f1, 17bf, acadia14_445ah, c5b7, ecaade2016_bkot65, 9408, d698, 4d5c, 6531, sigradi2016_430p, 2a26, e7e2, d6a6, 8667, 999e, e7a8, ecaade2016_006s1, 3e18, 7115, b991, 202f, ecaade2014_151t35, acadia14projects_23v, sigradi2013_304c, 8fb7, d2a3, ec6e, sigradi2016_524dd, ascaad2014_001c1, ascaad2014_010l5, ddc9, f911, ecaade2014_224a58, 6117, 99ca, 5a27, ijac201412403c6, sigradi2016_710hh, ijac201614407a5, sigradi2013_421k, 51c3, caadria2015_126y20, ea75, acadia15_333z13, 229c, f25a, 4969, f8e5, ecaade2014_143p32, acadia16_344u20, e163, 107a, 245f, ce2a, 91f6, 6e7b, 5738, 94c0, sigradi2015_9.347b18, ab8c, b604, 45e3, f1cf, ea1d, 82c3, 0f65, f084, 9a0f, dead, acadia15_251g10, db62, 8644, sigradi2013_52e, 31cc, 3f0f, 397a, 4c29, 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55e4, f6b6, 194e, c85f, f706, 5a52, 7f56, 4858, caadria2016_517d22, ascaad2014_017m1, c614, 6946, fbc8, 21d5, 16e5, 0f94, b24a, c472, 0970, 4ab3, ac69, 0229, 7863, 949f, a490, 6ef9, 6310, 8a08, ecaade2015_103l20, 641f, sigradi2016_781ww, acadia14_389az, 94ff, ecaade2016_075y21, sigradi2016_815gg, fbb3, 3c3e, 5085, e04c, 8d88, d52d, 980d, 12a2, 55c6, 0a47, acadia16_318o19, c751, acadia14_153aw, 60d1, acadia16_478n28, 7721, bf1c, 88af, 6f1f, 0587, f9a9, 73b2, 7d49, d36d, ascaad2014_027j7, caadria2016_851a36, 7544, e20a, ijac201614402u1, dfd8, f8e7, ecaade2016_230i62, 0054, sigradi2015_11.165s25, 5f4d, caadria2017_125a34, sigradi2014_036r2, ecaade2014_138v30, bc76, 992d, 12a1, 55c5, 558b, b9e0, 5638, 1114, 6d68, e07a, acadia14_347ak, 8eed, ecaade2016_089g25, 5133, 19cf, 087d, bdad, 42c3, 8bcf, c491, c9b7, 37c5, 2550, c8ff, 8a07, c6e4, e70c, a0a3, 8cd5, ecaade2016_151k41, 7a3e, acadia14_229f, 4bae, d6e7, ascaad2016_038m14, a38c, d456, 131e, f30c, 9137, 99e1, 9049, caadria2017_003v1, 1c92, 03b9, c929, caadria2015_054j6, 10d5, 6b1c, d012, acadia16_130r9, cc3b, d73c, 98b8, ascaad2014_017s9, bc48, 7d3a, d9ee, 3103, 49f3, acadia14projects_311z, 7f81, ecaade2016_230t61, ecaade2013r_011h7, 39e5, caadria2016_487l20, aabb, ecaade2014_049z11, 8bb5, 391b, 700b, 704f, 88e5, 059e, 81a1, 26c0, 6cb3, 7d36, 6cda, ec8a, 1ff5, ijac201614208x12, acadia16_140t10, bc53, ced6, acadia14projects_497r, cba2, d2f8, 3688, 07f0, c4b2, 0010, 69ee, acadia16_478o28, f446, 296a, c884, 0c1a, 81fd, 7ca1, 1909, 2b70, 8001, 4f82, 0971, 00f8, 17dd, caadria2017_122b32, acadia14_291an, 8dd1, 3ad7, a5df, sigradi2014_222j8, b333, ascaad2016_002o1, ecaade2014_018k4, 4ffe, a29c, a900, a716, 0232, 2bdb, caadria2016_549i23, 26d1, 8288, 03c1, ecaade2015_237i54, ijac201412204j3, a5dd, 06c6, 7946, 5a6a, 4a00, 0dff, 8bf9, 2b75, caadria2016_197p9, 3a4d, a5c3, e056, 1624, 44c8, 51e9, 4951, c1ac, 14d8, 89d9, ecaade2014_159p39, sigradi2016_455g, 9e11, 9902, 2b6c, 6774, d8b3, fec2, a316, 89e1, 86dc, 7e30, 44eb, bb68, acadia14projects_229f, d423, b77f, c5bd, 825a, 7e1c, c1f9, ecaade2015_196t42, a4cb, e826, ab9c, caadria2017_047y14, sigradi2014_330n7, 6758, f2ef, f52e, 989f, 6317, c81f, sigradi2013_234h, bf57, ecaade2013r_004b4, c65b, 12c9, ascaad2014_011w5, 3c66, 75a7, d23b, ecaade2014_224f57, ecaade2016_tkoh67, ecaade2015_77w14, caadria2015_031s4, a983, b02b, ce2f, 4637, ecaade2016_157b43, 47cc, 9224, 7698, 9c49, 5ab9, 7419, 7ab4, d219, 2730, 916c, 0f9a, 0421, 5efb, f95d, b4ea, e730, 7475, ijac201412304v9, b7df, 2833, 1347, d440, 18cb, 2133, b8a5, 39d0, sigradi2014_239f9, 3ee9, ecaade2016_114i31, caa0, ijac201513105r4, 47c1, acadia16_450r26, 398f, 3cbc, 2a8b, 3da5, 620e, sigradi2014_074t6, ffb8, a6c9, 3033, c3bb, f1a9, a828, 3124, c8f1, ca8e, 2e0d, 1fcc, 16f9, ecaade2014_138h30, 0261, 00a9, 4310, 6e65, a0ec, ecaade2014_072a18, 7396, 2cf7, ijac201614205i10, 81e5, 9021, 3bbd, 225c, caadria2015_030h4, 0f6e, bef5, sigradi2013_244h, 3076, b6cd, 51d8, 930f, 1337, 1779, d197, 2323, ecaade2015_268z58, 4a5d, a1da, cfa7, 7928, 8ec3, 2ad4, fd14, 0a67, f418, ecaade2014_044c11, dd5e, 2b2f, af38, 7fa7, 5955, 8bbc, 6f32, 792a, c342, b36b, b0a9, 565b, acadia16_214s13, acadia14projects_579a, 7603, f5fc, acadia14projects_291g, dec7, 68b5, 8ab8, caadria2016_517z21, b458, 0140, dd50, d1c2, ecaade2014_143r32, db82, 6c41, 0fb6, 11d4, 471a, 06bb, bb57, 073a, decc, 8f24, 212e, e395, 6762, 5b73, 9951, b481, sigradi2015_6.387f9, a355, c4ba, b168, ecaade2016_073c21, d11c, 1459, ba42, f694, ascaad2014_032v9, 1e6e, 9290, 3889, sigradi2015_10.377u22, 69eb, 9db3, ijac201513203r7, caadria2017_174o42, 949a, 5f0d, ce55, sigradi2013_243a, caadria2017_110i29, ascaad2016_010x4, 6d3d, a9e1, fcb0, 1dfb, de5b, 53e7, 3706, ecaade2016_108r29, ceab, 59a6, 25ca, 7f4b, bd36, 1f15, 6c97, 76cf, 0095, 56e5, acadia15_407i17, 11c1, 737a, 0721, fc29, 56b0, 68eb, dbb7, 59e7, 64f8, b7c2, ijac201614205p10, 1907, b9de, 4a4e, a9c5, 6b8e, 6bfc, e0df, 9ed0, dfad, a91d, 8a98, 222f, ecaade2016_075x21, 3f13, 8b87, 2ad9, ae5f, b75a, ascaad2016_023y9, 5c09, ijac201412405m8, ijac201412304y9, 9689, 716a, 340c, f3e4, 6ec9, acadia14_177af, 1926, 8527, efe6, ce13, 8077, ijac201614403g2, caadria2017_063e21, ad18, ecaade2016_071k19, 9f95, 1ff2, 0de7, d4c8, f8aa, 0544, acadia14projects_681aj, ff50, 6970, ecaade2015_21n3, acadia14projects_177r, bc4b, aa6f, 1707, ecaade2015_61s12, caadria2017_115i30, 4e0f, 5e74, b607, 06b5, 9bc6, 4a8c, 143d, 6f96, 843d, 5642, 653d, 7c3f, 11ef, f0eb, acadia14_339ak, c76f, e6a4, acadia14_479ax, 8daf, 91f7, a014, ascaad2014_031g9, d260, 3643, d5b0, 859d, e0a0, 4ca3, 6eea, 63ff, df24, ecaade2015_83n16, 3e26, 34b5, ecaade2016_158o43, ecaade2014_215a55, 07e2, 2875, 370f, 9f8d, 30d0, 4978, ijac201614303g2, 4e06, eccf, 6853, 1309, 4ae9, 3a5d, 9194, 5ad0, 9125, f7e6, ijac201513203o7, d9fc, cb75, a8c3, sigradi2014_239h9, 55ca, 1666, bc60, 1925, 937a, acadia16_488z28, 9cdb, 5aa5, 0b26, 95c7, 7e54, 5c78, 831f, f14c, fd93, a2f6, 24b4, 4f6c, 7672, 9077, b7a9, 88e1, eaaf, 9677, b316, 7ee9, sigradi2014_284x3, 8cbb, ab9b, 5a04, 7a0c, ce3c, a2a9, 349f, b656, 6a21, feb0, 1ff0, 10eb, efd7, 7f73, ecaade2015_83o16, 6cb9, 4a0d, c07a, 9cc4, sigradi2013_429m, 74d8, 1496, 77d7, 8429, ecaade2014_052w12, 3235, 8251, 400e, 0148, 2670, 3979, acadia14_365af, 969f, a5b7, c7f2, caadria2015_181d27, 367a, 948e, 9c6a, acadia15_343k14, 7c95, 97bc, 42fc, 8682, 82a5, 24d1, 2be4, a9e2, fb85, 7034, 9b31, 7eed, ijac201513305n12, de5a, e57d, 0224, 9ef2, 615a, 57fa, d171, 3086, sigradi2014_075d7, 5321, b760, bcdd, ijac201513206f9, eedd, 8cea, 914a, 7e16, 4bf7, 9d9e, 1936, ab7f, 19eb, d483, 54f6, 139c, acadia16_106a8, 73ba, 1fa1, 44bf, ca84, 7a62, 7278, d335, d38d, a57f, 1d4c, acadia14_661o, 8c80, b463, 3e0c, 5703, ead1, sigradi2013_41s, ed4f, 281a, ddb9, 06dc, b767, ab6d, fc36, a065, sigradi2013_243t, ecaade2015_201w43, 7091, 1aa2, 97bb, fc0f, 0b16, ecaade2015_55c10, 51cf, ecaade2015_324z70, 93e5, 2441, 2d8f, acadia15_263s10, 301a, 8fc1, e5ab, 3be9, a207, 3f95, 0add, ef1c, e814, 2281, ee9f, acadia15_161d6, a4db, 0f4d, ijac201614407p4, a4ae, eb50, 811f, sigradi2013_342r, b9ae, 0490, 8a21, acadia14_33ak, b0c4, 2814, 95c5, c2e6, sigradi2014_282m3, 3fa9, acadia16_382w23, 19ff, acadia14_719k, 7351, 3546, f621, 7930, e9a0, caadria2017_124h33, 9adc, ff5d, 82b7, 0571, 1fd2, 072c, 4904, 825d, 9320, 2a68, cc4c, 7a07, ecaade2014_163f40, 7e73, 7ac8, acadia14projects_53k, a44e, 63cd, c72d, 4c13, cc05, 0521, ec70, caadria2016_477x19, 9743, f4b4, 13c9, 4f32, f65a, ecaade2016_132k37, 7567, 84ab, e5c7, f321, d234, 5a79, 9520, 33fe, 8305, ijac201614309u6, 4377, cd67, ecaade2015_196h42, 407d, ded9, 3155, 37b6, e9f8, 97ec, sigradi2014_201f7, f125, 7d7e, 7b86, 1d23, d949, 6e84, aca3, b305, caadria2016_301h13, a1dd, c981, dad2, b0df, ccd7, 49e6, ecaade2015_59m11, de17, caadria2017_124w32, 9a73, 2228, e691, sigradi2013_343c, 59c1, ecaade2014_153y36, c69f, 8445, d376, 2125, 323d, sigradi2014_330c7, bc5b, acadia15_223j9, 8866, ascaad2016_002n1, 35fe, 824f, d48b, 713d, 4a96, d8a9, 0895, ccdc, acadia14projects_365ak, 3b5a, c93f, 4c65, 402f, ecaade2013r_020u10, c4cb, 81c7, ijac201513205b8, 2843, acadia14_153ay, 4676, acadia16_344e21, 0e16, ecaade2014_113y26, 7d00, 04b1, caadria2017_145u37, 3e86, ecaade2015_248y56, 7913, ijac201513303x10, bdfc, 01e3, 9330, 46d8, 5513, 96e0, 5b13, 4d95, 2552, 3c38, 9122, 56f3, ecaade2015_103n20, ijac201513206l9, 395a, 4582, 9594, 16e2, 9907, e95e, de47, ecaade2016_038l10, a43e, 31ab, 928d, f55e, f912, 896f, b3bf, ecaade2016_068o17, 4c52, acadia16_12f2, 07ad, 1f25, ecaade2014_139f31, e3aa, acadia14_435b, 5245, caadria2016_529s22, 13ea, 7b6f, 1fb5, 6c98, ecaade2014_194d50, 20d5, 06f4, 5f0f, 7b5b, 06f9, 0b35, 320c, bf69, 6d79, acadia14_463e, acadia16_470f27, 3cd5, caadria2015_139b23, 25cd, 10df, 61cc, ff9b, ascaad2014_014k7, f494, 2876, 305f, 45cc, 59a9, 327b, 712a, 07c2, e47a, ijac201513203p6, caadria2015_202y28, ffbb, acadia14projects_357ao, cfe1, 670e, ab76, f632, 9822, 9c9b, 3557, b858, 8cd4, a2f4, 9e6e, 1add, b5bc, 8c98, 279b, 8313, ecaade2015_207r46, 7b81, ecaade2016_151i41, 7e0e, b857, ba68, 7538, 0f22, caadria2015_185k27, f796, 0740, acadia15_483s21, 8083, sigradi2016_805gg, bd48, 8031, 4c94, e212, ecaade2014_014d3, 0d41, d69b, a344, 6bdb, 738e, acadia15_137m5, 9c79, 685d, 8af7, 1690, ceb9, cc98, fee8, a7c1, 577d, 4077, 12f5, a3cf, e58a, 455e, 0dc5, e021, ecaade2015_82z15, f2c1, 27b3, caadria2016_673y28, 515a, dd84, c053, 2943, 7bb6, caadria2017_142i37, 97c8, a5b9, caadria2016_477f20, ascaad2016_033f13, 1824, ecaade2016_157w42, 0f32, sigradi2015_11.34a24, 7d30, 5724, 220a, acadia14projects_301b, e6e7, sigradi2013_271m, b70a, 9253, 83e4, ecaade2014_168y41, 2cdd, caadria2015_208l31, a84a, ecaade2015_53e9, 360c, 0e72, 9f13, 8c9b, 5b12, ijac201513205j8, a151, 3113, 0650, 500c, f309, bfe9, 527e, 8147, 2487, 8ffd, 9948, d952, 8192, e710, 3f4d, a4ea, 5863, ecaade2015_241b55, 00e7, 4ffd, 4319, 30ec, b703, 2111, caadria2017_183h44, 8987, 7f18, sigradi2016_809tt, 9609, fe2a, ce80, ecaade2014_044u10, d9fa, 30a2, 9e71, afde, 7d14, 7abb, 8164, sigradi2014_128c1, b19b, 1eec, 7acb, 3a91, 772f, 625f, bd9f, 99fb, c355, 1895, sigradi2016_470w, caadria2015_078i11, 9d4c, ecaade2014_218x55, 9aec, 7d95, 652a, e6ba, 1151, 472e, 2b57, 43fc, 89a3, caadria2016_631i27, b071, 9540, ecaade2014_176k44, 0857, f1e2, ecaade2015_170i35, f6b8, sigradi2016_781a, 028e, 84b1, 2a22, e795, caadria2017_175g43, acadia14projects_427ap, c136, 446d, caadria2017_124e33, 2e2e, 475e, aa59, sigradi2015_8.81x11, caadria2015_190i28, acadia16_270d17, 6790, ecaade2014_145o33, 67db, de3f, d5b3, 922a, ecaade2015_48d8, bc99, bb9f, 92a1, c38e, 7705, 4b07, 29b9, 9f22, 5f7d, ijac201513303t11, ea51, 7ae9, 3f9f, 29bd, ba62, ijac201614105k5, 7c7f, e14f, fa86, dcfd, sigradi2016_817h, 2b84, 5514, 1593, b903, c4ce, ecaade2014_014f3, 98c6, f41b, acadia14_435aw, caadria2016_291x12, 7be1, abdd, 4798, 3937, a460, b60d, ijac201412403x5, bc9d, 9d35, c05c, d70e, a8bf, 02e5, ecaade2015_302m66, e7a6, 6a85, acadia15_333v13, a3ff, 9712, fc55, cf20, caadria2015_213y32, c709, f04a, 9123, e74d, dca7, 701e, d947, d41a, 463d, 596f, bc92, 7141, ecaade2015_92j18, ecaade2016_075k22, 96cc, 0aef, 5031, a077, 515c, 1bfa, d799, 9742, sigradi2014_345l8, 62c9, ijac201412408h2, 323e, sigradi2014_345a10, 16f2, fb6e, a708, 0672, 9c39, 7574, c143, fd3a, 2ef3, ecaade2016_067c17, 983e, 73db, dd47, 8d64, 391c, 93ab, caadria2017_165s41, 8088, 1999, 0a6f, 7f71, 9470, 14d5, acadia14_565k, 7939, ecaade2014_015m3, 9b6e, d281, 7043, sigradi2015_sp_2.112d29, ecaade2014_060y14, b0a2, 34d5, 9240, ecaade2015_336x72, ab66, ecaade2015_110f21, 94b9, e1e5, e9e6, b30a, add3, 300a, 7f16, ddcf, 9b21, f53d, b234, 2066, 5577, 5bba, 23cc, 07aa, 0c18, bf87, 0e63, 3eaf, 18de, 2cbf, 230d, dd39, d60d, a522, 2968, efe8, d33e, d3b9, 29cd, 51eb, fdd2, 20fe, fc65, ecaade2016_164p46, 40e8, 019b, bbd6, e633, 1642, ijac201412203k2, 15df, ecaade2016_077v22, 9f4b, 2bf6, 5c5d, de6f, 2366, 9269, 2a35, 6a95, 7671, 64fa, 4ff7, sigradi2013_343e, 7f05, 240f, 3e7e, ab04, f170, cd08, 3c89, e896, 16e1, 04e6, 628e, 7522, 7169, ecaade2015_118z23, ijac201412304d1, 5e29, 26db, 0667, sigradi2014_181v5, 6e95, 74d3, ascaad2014_019d3, 690b, 48d9, caadria2017_070m22, f7d9, 20cb, a285, ijac201412301i5, bcbd, a208, f016, 052c, ecaade2013r_001b1, 0f1d, c9a3, 2ea8, c88e, acadia14_655af, caadria2016_445z18, b173, ijac201412403a7, cd89, a011, acadia16_196a13, ijac201614309e6, 57d0, a06d, c502, 182c, sigradi2013_313t, eaba, 6d51, e740, 10cf, 6290, c9a1, d4de, aacd, e1aa, 26d8, sigradi2013_184z, 7ea3, 48a2, e1b6, 36cb, sigradi2016_560cc, 575c, 7156, 2a0a, adea, 6911, a194, 5f84, 3c84, ecaade2016_021d6, 6448, ec50, 1acd, 9642, cf3d, 8f3d, a812, 597a, 01dd, 4526, 522f, caadria2017_054b18, b531, caadria2017_070r22, 9208, ecab, 9bd8, 308f, b4b3, d046, d450, acadia16_344n21, c27a, fd8a, ecaade2014_080j19, 7947, 208d, d5fe, acadia16_44p3, 5180, 5713, 7ef8, 5c5c, 5a9c, cdd3, d8ab, e17d, e679, 52c3, 6d1d, bec8, ecaade2014_109r24, 959f, 5ed4, 2b63, dd03, 3b10, 95ef, fd42, 589c, ecaade2015_217n48, 29ce, 49ed, d844, d604, caadria2016_497a21, acadia14projects_301g, ecaade2014_065c15, ae8c, 0037, ecaade2015_138o28, ascaad2014_019w2, 4ca8, 78b2, 5775, 1411, acadia16_318p19, d225, caadria2017_047w14, be96, 2ce4, 8661, ef38, caadria2017_029m10, 75ca, sigradi2013_326n, a34c, 69a3, b5b0, 8a40, 2d03, 35c1, d729, ijac201412405u8, 245c, caadria2017_183k44, 1ea1, 811d, a83e, cc0b, ecaade2016_015w3, 14bc, bc2d, ascaad2016_007y3, c86a, 833f, 1768, eb38, 4938, e9aa, 07b5, aae7, b8ae, 72ec, f489, ecaade2014_132d29, c07e, 58d9, 5975, 1ce8, f5cd, 8120, c331, 2b42, acadia16_62v4, b868, f48c, ijac201412202t1, 2c33, 5121, d3ac, 7ded, 9aa1, e861, ijac201412401f4, aa67, 10ae, e64b, 3bab, a13c, ecaade2014_157t38, caadria2017_056w18, 398a, bb4d, e637, a7fe, ijac201614205t10, 92dd, acadia15_469d20, 3cfc, 2582, db80, 15c0, 8315, 8e85, caadria2016_829c35, 40af, c865, e559, d018, d784, e929, 2826, acadia14projects_229i, 8810, f5dd, ff80, 060d, 8d82, 73a3, 6d32, 0bfd, b501, 79b1, f7ee, 6b5d, 1691, a0aa, sigradi2013_327s, b082, 05c2, e121, b8d1, 1e20, 80ed, caadria2016_147f6, 5cda, caadria2015_176t26, 738c, 90f7, sigradi2015_11.222u26, 50ca, 2e2a, 68cf, 2796, 4206, 7d15, ecaade2015_22x4, ba2c, 2792, acadia14_479l, ecaade2016_006o1, b800, af2f, ascaad2016_030d12, fd32, sigradi2016_637cc, 2e8e, cf4f, ecaade2015_269i59, 873a, caadria2015_102d16, ecaade2015_55o10, ecaade2014_192w48, fe19, 9232, ecaade2016_162c45, 9756, f1c1, 48a0, 18b7, 2cf4, 42ee, cbaa, a57c, f83e, 064d, 487a, 5110, 7d6d, caadria2017_158d40, c48a, 7787, d975, caadria2017_035v11, 3946, 1a9d, a3f9, 4af3, ecaade2016_tkou66, ecaade2016_104z28, 920a, ecaade2015_25n5, e674, 6311, caadria2016_559z23, 8c2b, 12d2, 00af, sigradi2014_330d7, f168, 58ec, f66a, f7a2, 3097, 1619, bfd9, 543e, acadia15_161a6, 7c53, acadia14_91r, 4ba2, eaa5, 71d3, 9a5d, 0f18, 1d42, e8fc, d2f0, sigradi2014_074m6, 5a75, bdbc, ijac201614202g8, 290f, df31, 76d4, e94a, caadria2016_611o26, caadria2016_703i30, 7b40, a3b4, 7c42, a9a0, b978, acadia14_479z, e18f, 9234, 3e09, 787a, 3977, f20f, 920c, d212, ecaade2016_154g42, 4cc3, 57e0, acadia14_291f, fd51, ecaade2015_202l44, 1492, 4d73, 8d17, caadria2017_118l31, 7e95, acadia14projects_375o, fd8c, 7f00, f658, 8f66, dfae, 4a17, 302c, 1881, e8ba, db5e, 7c89, 929e, 3137, 36d9, 77e5, 1a07, ec3e, ecaade2016_075b22, f424, 3d1c, 8ff8, caadria2016_301g13, caadria2017_104f28, sigradi2016_484k, ascaad2014_024e6, sigradi2016_809uu, bc24, 04cf, ecaade2016_ws-dleado68, 4407, caadria2016_651i28, ijac201614302h1, b37a, c67d, f1f4, c8e5, f779, 7d25, a7bd, sigradi2014_313v5, dff4, eb5c, sigradi2013_138, 7477, 03c8, 115e, b17a, f9e0, 6b49, 492f, ccda, ecaade2016_185c50, 5dd1, a11a, 0ed0, a6e4, b9d2, 05b1, ab1b, d55f, aea0, 8b6f, 1def, 16f5, ecaade2015_53r9, ffbc, 8a09, ecaade2016_087v24, 7fc1, 7934, 941b, ca19, f62f, eba7, 93bd, 4941, 1ac0, ijac201614201b6, sigradi2013_41, ddd2, ecaade2015_199d43, 4448, acadia14projects_135x, f27a, 4667, 1297, c47a, sigradi2015_8.47k11, 6325, 2501, 4ac6, da27, 235d, 6972, 7b3a, 0e2e, abaa, c5d3, a03c, 3a75, 4f8a, de6a, eb02, e275, d73f, 862a, 1614, 18f6, 7448, ede5, 90d2, ecaade2016_170r48, d679, ecaade2016_007f2, ijac201412408z1, 68cd, 9112, 5158, f7bf, 28ad, ijac201614201z6, 13d9, 74e7, 51f8, 9798, f26b, dd46, c889, 5c11, 8395, d004, c563, ffe7, 00bd, 5233, 17fe, acadia15_407o17, ecaade2015_317b69, efb6, 65ee, 1f3c, 22b0, d8b4, a824, 8ca6, 2fa5, e24a, acadia14projects_117ax, 486f, d89c, 136f, caadria2015_070e9, ecaade2014_180j45, 0442, ecaade2014_127m28, 351d, 46f3, sigradi2013_281, ijac201412408l1, 9d6d, ffea, 80f2, 42b6, 3cc6, 58da, ba7c, 2672, 6607, 92d4, ac93, b29c, 1fed, 807a, ecaade2016_162c44, sigradi2013_189n, e8b2, sigradi2015_3.201v3, 6b6a, f120, e3f4, ecaade2015_217a48, e359, de97, b1c2, 4269, 3cb3, 9072, 936f, 9153, 539e, 3efe, 0aa3, acadia14projects_281aa, e2b4, 51a5, sigradi2013_173, 78fd, f6a8, 28be, 0291, caadria2015_130e22, 3d05, ecaade2015_81r15, 3c1e, caadria2015_206d30, 822f, a02e, cee2, 2bc3, c23a, acadia14_555d, 842a, d605, 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