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 acadia16_54
authors Andreen, David; Jenning, Petra; Napp, Nils; Petersen, Kirstin
year 2016
title Emergent Structures Assembled by Large Swarms of Simple Robots
source ACADIA // 2016: POSTHUMAN FRONTIERS: Data, Designers, and Cognitive Machines [Proceedings of the 36th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-77095-5] Ann Arbor 27-29 October, 2016, pp. 54-61
summary Traditional architecture relies on construction processes that require careful planning and strictly defined outcomes at every stage; yet in nature, millions of relatively simple social insects collectively build large complex nests without any global coordination or blueprint. Here, we present a testbed designed to explore how emergent structures can be assembled using swarms of active robots manipulating passive building blocks in two dimensions. The robot swarm is based on the toy “bristlebot”; a simple vibrating motor mounted on top of bristles to propel the body forward. Since shape largely determines the details of physical interactions, the robot behavior is altered by carefully designing its geometry instead of uploading a digital program. Through this mechanical programming, we plan to investigate how to tune emergent structural properties such as the size and temporal stability of assemblies. Alongside a physical testbed with 200 robots, this work involves comprehensive simulation and analysis tools. This simple, reliable platform will help provide better insight on how to coordinate large swarms of robots to construct functional structures.
keywords emergent structures, mechanical intelligence, swarm robotics
series ACADIA
type paper
email david.andreen@arkitektur.lth.se
full text file.pdf (885,587 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_016j4, ecaa, caadria2015_218o33, ecaade2013r_014c8, 07a5, 8e8b, 6dc0, f03c, 95b6, 8b56, 3f4b, acadia14projects_671m, e98b, e1aa, e7bf, 262f, 9a83, 7b40, f90d, dfed, 4f0c, acadia16_470b27, caadria2017_165r41, 1021, 347c, 1491, 6b76, 8268, 9e10, caadria2015_064n7, ecaade2016_021o5, de80, 43b9, 734e, 34d3, sigradi2014_232o8, 550f, 4acd, a604, caadria2017_123s32, d54b, c436, 0aa0, 8b14, 6082, caadria2017_104z27, cce8, fb39, 47ca, 8da3, 5156, 622e, 5b15, 2de4, 3315, sigradi2014_263j1, sigradi2014_213w7, 5828, sigradi2013_387d, f0e3, sigradi2015_8.186n12, afbf, 3974, 61dc, 15f0, fb10, 4363, cc3f, 3cc8, caadria2016_487k20, 60c3, 181a, c74b, d23b, sigradi2016_602f, b99e, 6f92, 36d3, 4edc, d8a3, 6cb8, f2c3, ecaade2013r_008h5, 5b73, sigradi2013_173, e204, ecaade2015_196e42, 6fee, ecaade2016_230n62, 0089, ascaad2016_050x20, caadria2015_213i33, 7b64, 7fb2, 77f8, 1c82, 1ee2, 82a4, 2cba, acadia16_130p9, 666e, 1f2f, acadia16_88w6, bd8d, aea0, 55f4, 2bb3, a512, 8ff7, ecaade2016_188l50, ijac201614309c6, b4e2, caadria2016_095v4, 0504, ijac201412205c4, 2bcc, 5063, ijac201614305b3, 1bef, 6c84, ijac201513201h5, 4561, 89b4, 1f06, acadia14projects_237ax, 1751, c8dd, 0f7c, c3f8, 7abd, 780f, fd00, e5f7, a8f8, 84b3, 45dd, da98, c33f, da5f, be45, 883d, ascaad2016_048j20, 36b7, 545a, 56ef, 2a76, ecaade2016_058w14, 2cf2, 5ef6, 61a0, ijac201513201i5, 8684, 3859, 8b4c, 465b, 60a6, ed8b, 1f75, ecaade2014_233h60, 1017, e395, 45f5, ecaade2014_157t38, 9242, 76cd, 02f4, cea1, 67a8, 0423, 23f1, 3e2b, 276c, 4d91, caadria2015_139y22, 7888, 067d, cba0, sigradi2015_12.215l27, aae3, 8ec5, 4431, acadia16_98r7, bac8, 323f, 0a86, 9065, 45a5, 8fe2, 53ad, 92d3, c6d0, ae0a, ff58, b371, b6f2, 6c74, 54bc, 93ce, c72d, ecaade2015_177y37, 71c7, b407, d188, c513, 7704, 8626, ecaade2014_226x58, 7768, 4f4e, f91d, sigradi2014_030y1, bfbe, 9682, 0845, e734, c654, 425c, af51, 97f0, b8e6, 4a99, f544, 8ca3, 4187, db2a, 3b0e, ec5c, caadria2015_064s7, 3d48, ijac201513305t12, 1faa, 114a, daa6, ecaade2014_196b51, 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acadia14_531k, e13c, 430c, 411c, 6220, sigradi2013_208, 29fd, 7583, a8fe, 7f1c, 0424, 6430, 762f, sigradi2015_2.213t1, 9e59, 809d, deaa, 59b3, 1aa4, ijac201614208e13, b91c, 2070, 9887, 2ef7, f88e, b0af, acadia14projects_63at, 8d92, sigradi2016_360s, e81f, d015, acadia14projects_681af, 06d0, sigradi2013_200, fc9d, 2c20, 50a5, ecaade2015_170v35, e2b2, 35c2, 9ea5, f5d9, e5f8, caadria2017_037g12, ecaade2016_ws-intelligenty68, 02fb, 1228, e096, 21b7, 1a96, 9d7f, c67a, 99d2, f02a, bcd3, bfdc, ec4f, 9bb9, 55a5, fafb, 03a0, f3fa, 360e, febf, 9816, 0f4f, 1f56, ecaade2015_194a41, ecaade2016_162h44, ecaade2016_165x46, 3354, b6bc, 7942, 2bbe, 0ce7, f75f, 9f3a, caadria2015_119x18, ijac201614402s1, 8d4c, eacb, 05ad, 082c, f2ba, 802f, caadria2015_048v5, acadia15_323i13, f516, sigradi2016_625ww, ab22, b37f, ijac201614203e9, sigradi2016_695z, 895f, 6f7e, d0c8, 1830, e842, 9482, 6656, caadria2016_157s6, 7fcc, 3540, 5369, 2dc1, 5142, d73b, f55d, b932, ecaade2016_097t26, ijac201412303z8, 1b88, ab48, 2742, 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acadia16_62k4, 6e67, 377c, d612, 66d1, 9c52, 774a, b8b7, 44e8, 14b3, 2737, 38ca, 52e6, e32a, 79fe, 3d80, sigradi2013_43a, bbf6, caadria2017_051j17, 2a6c, 46f2, e130, 3e70, 195c, cfe1, 229f, 54de, 673a, acadia15_274o11, ijac201412403v5, 004a, 484e, ecaade2014_015s3, 326a, 2dca, 0242, caadria2017_185a45, sigradi2015_6.183l8, db1e, sigradi2016_399b, c711, d926, 9480, 42ea, ff9d, 0ccf, 2289, 7222, ascaad2014_019h3, c98a, 0fd7, 394b, aacd, 66ff, cc39, acadia14_445al, b07b, cac1, 06e6, c2b2, ecaade2016_221w56, b471, caadria2016_085g4, bfe5, 194e, 1618, 418c, cc97, 79de, c911, ascaad2014_024g5, ecaade2016_021i6, sigradi2015_7.184c10, e7b6, b368, 470d, cddb, caadria2017_056a19, ecaade2014_113u26, 008e, 8f8f, 0a58, 514f, 2a47, cd6a, 0a8c, eadc, 8041, 2608, a57f, 9a7d, 7054, sigradi2015_6.42y7, 191a, a32d, sigradi2016_777ee, 176e, e827, 0825, 73ef, sigradi2013_117b, 1183, 2bf8, 5573, 1bda, 426a, ascaad2016_040x15, sigradi2015_11.165m25, e8e5, 7576, ascaad2016_030f12, ascaad2014_014w7, caadria2016_673y28, ecaade2014_224b57, 6a9f, caadria2015_119e19, d0f0, 3c07, ad37, 7ae0, 12e5, b360, 3421, a9dc, a7dc, f9b7, 5318, sigradi2015_10.309o22, fe8c, acadia15_263c11, 3e83, 15d7, b4db, 7193, cd9f, ed25, 0201, 45db, 5009, 0532, 3c6b, adce, 5650, ijac201412402k4, ee80, e7cc, acadia14_145ah, ec48, d347, c5ab, fe6c, cb21, 67c8, 1824, 509d, 7da4, 4a39, ijac201513203d7, ecaade2014_111i25, 46aa, 9397, 35e1, 74eb, 442a, sigradi2016_732u, ecaade2016_006v1, 0382, 686c, cba3, 67da, 97b0, sigradi2016_431y, 14cf, c87c, d01d, 4a4b, c272, 80c8, acadia15_357n15, ecaade2015_127u24, 4527, 7594, ecaade2014_240p62, ecaade2015_297f65, 3e27, b907, 4fd4, acadia14projects_81n, caadria2016_457i19, 0428, 50cf, caadria2015_208t31, 722a, ec4c, 88a0, acadia16_344m21, 0a9b, 8747, caadria2015_081r12, a2fe, d882, ecaade2014_088c21, b895, e464, ecaade2016_208v53, cf5c, 9671, sigradi2014_201g7, 976c, a591, b5f6, sigradi2014_189k6, 9e38, 860e, acadia15_333e14, cd23, 7da6, aacc, d598, 2f91, e9d1, f15a, 26f7, 5f5b, f133, 511f, sigradi2016_530ee, 1fec, ecaade2013r_012t7, 1aa5, 6bc7, b6c0, 2cac, sigradi2015_10.267t20, fcd8, 223c, 5999, f44f, b3fc, acadia14projects_453e, 0806, aac2, f7c6, b300, 2b8e, f10c, 58ef, 407f, ab81, caadria2016_819t34, 5a29, e195, 92bf, 7b37, ijac201513201x5, da58, ad8c, 7439, ijac201513102d2, b1f9, 5e8c, acadia14projects_167ac, 0c20, caadria2016_673b29, 3ed1, caadria2015_172x25, 8610, ecaade2013r_011d7, 4c8d, 9bf0, 90fc, f9c1, 78e8, c1f6, 151c, cd88, sigradi2013_158s, 4686, ascaad2014_024e6, 082b, 16f2, 210b, 6d15, 6408, 6b30, 418e, caadria2017_030a11, eb81, 6998, 96ca, f8be, sigradi2016_686uu, 659c, 3061, 4795, 617f, 831d, 2c1e, 6ec8, acadia15_311h12, 6119, 7e62, 70fd, fd8e, ce2c, d4ec, 8edb, 53c7, 65ab, 2588, 585a, 4c13, caadria2017_096e27, 3b9f, 57df, cbab, 7382, ecaade2013r_001l1, 4f59, 4f2d, 7e57, ff55, 8c06, 7d46, acadia14_63ar, 1b09, 70f8, a3a4, dc3a, fffb, 73c0, acadia15_431s18, 6e25, 91b1, e3d4, c8b0, 6611, 9844, acadia14projects_709al, f699, a10c, cba6, 74a6, 1b97, b198, ijac201614303s2, acadia16_244n15, ijac201614305d3, ecaade2014_169s42, bcbd, a1f6, 70a2, ebd3, c9f6, a5c4, 7760, bc80, sigradi2013_205h, 3de1, fe83, 5892, 0259, ae43, 6a36, 5f39, 96e4, c620, a73a, 38a2, 48a9, ecaade2015_230i52, ecaade2013r_001g1, 5b8a, 8d1e, ascaad2016_030e12, 5fe2, caadria2017_086h25, cb17, 13b3, 7444, af2d, 0dc1, 463e, ascaad2016_003a2, e90f, 2075, 2a30, 20ac, 3eb4, f9d6, 3959, 42a0, 416c, 4d1b, 3fed, d9c4, 3d3c, 36a7, e981, 678c, cf1f, e601, bfc0, sigradi2013_244, 41a6, ascaad2016_013y5, 87dc, 835b, 7853, ecaade2016_073a21, sigradi2013_43s, 1e07, 0986, ecaade2016_154k42, f5ef, 3835, 2319, 8f59, d087, f19e, 8668, d467, 7668, sigradi2016_695p, 2206, fe6d, 776b, ebbf, 7f95, 7ed0, e497, df57, f930, 1457, 9d7b, da6f, f8e0, ab41, 18ab, sigradi2016_737x, cf35, 5c5d, sigradi2013_28m, ijac201614407s4, ef62, 213e, acadia16_318j19, bef2, 097a, ecaade2015_115x22, 27bc, 2507, ecaade2016_027d8, 7968, e75b, 1289, ecaade2014_206o53, acadia14projects_339ag, 41a7, 8fe4, ijac201513202o6, 7758, c781, 3ee5, ascaad2014_012h6, 2ec6, da4d, 825a, d6db, acadia14_229h, 7361, caadria2017_048m15, 21dd, db5b, 0c39, a9a6, ab67, 65cf, b210, 32c6, bb79, ijac201614405c3, d494, 889e, 583f, ecaade2016_224b60, 607e, bd7d, 8821, 0d30, c9e6, c0f1, 4528, ecaade2013r_007f5, ceb1, 3057, sigradi2014_345i10, 4b47, 101a, 74aa, 298a, 507f, d5cc, ecaade2014_168o41, sigradi2013_41v, 32a9, f7cd, ecaade2014_184e46, 1ed3, f7d8, 757e, 501b, 820e, 99f7, e012, a444, 4d56, 81c0, 94ce, caadria2017_122v31, 924f, 5921, 6d25, a600, 59b2, 05f7, ab26, caadria2017_004o2, 5ef4, ascaad2016_049z20, 5e4b, ae59, caadria2016_177g8, 51df, ecaade2014_084y19, baba, ijac201412301k6, ecaade2014_089t21, 2cfa, e9db, 2c5c, sigradi2015_sp_2.112k29, 671c, a203, 826a, ecaade2014_153w36, 1281, caadria2016_507p21, 0f96, 17e5, 9e3e, 9fd9, 688d, ecaade2016_098f27, deb6, 60a0, f597, 351d, 3dc3, 8473, ascaad2016_011f5, 7952, 2101, acadia16_402p24, 4f04, 4cab, fb28, fb4a, b973, 7be2, 4892, acadia14projects_301b, ecaade2015_194c41, 1cc5, 0a2f, 55d2, ecaade2015_33c6, 02c2, sigradi2016_363ff, 4331, 8219, ijac201412406g9, 3a17, 5e32, e6b7, ecaade2015_138j28, a387, d510, 2352, 4db9, 9342, caadria2015_014z2, 59a3, e0d7, acadia14projects_153d, ijac201614404x2, 2223, ecaade2014_184j46, be40, ijac201614303v2, 2c87, 44f6, ffbf, 4eb9, 7f85, 9523, 62d5, caadria2015_156l24, 6424, 5437, 7d58, ccb2, 0552, 92f5, sigradi2015_6.327s8, 55ad, 6b8f, ffe2, sigradi2014_037w2, a3a0, 8e92, caadria2015_181f27, c8d4, 2125, sigradi2016_815x, ee6c, 91ba, b43a, 8cca, ecaade2016_234w62, 8ff2, de5c, acadia15_483c21, b42e, 13b9, caadria2017_182m43, sigradi2013_330b, 0b3e, f2b0, 60d5, 80a7, 4135, ascaad2016_039o15, caadria2017_145f38, 64cb, 44fb, b035, 77cf, bb80, ascaad2016_048g20, 97dc, 5d58, 0002, a26e, 70e4, 4c03, sigradi2013_342u, 6d04, 5cd7, caadria2017_054a18, 1c2e, 4a43, 80ab, 7dd1, ecaade2015_320n70, 571a, b2c1, e946, e81b, ca73, f224, ijac201412204o2, df8b, 4027, ea04, 0d13, 2426, 70ee, aa1a, f75b, 1922, dad5, caadria2015_168k25, 57c2, 2fab, 1f99, caadria2017_174v42, 5298, 35d3, b73b, 0003, cb68, 7cc2, b3a9, c625, cb3f, ecaade2016_182o49, 2b6c, 4539, fc83, 3d25, 8e09, 81cb, 4d02, 9b2b, 3905, 4543, c3a2, 26f9, 0239, ecaade2014_104s23, ascaad2016_058e23, 2735, 7e50, sigradi2016_490y, 4562, 9393, 1d78, sigradi2016_815v, caadria2015_246w35, e227, acadia14_463i, 7a4e, 477c, 94c2, d41a, d648, 63ee, 4d96, 6748, 5973, 171f, 3950, 1c33, af2a, 9789, ecaade2015_109d21, 4ae3, 432d, 9e4d, 67b0, ed9b, 4988, ecaade2015_18a3, 8655, 8a5b, ecaade2015_181j39, 916e, a9a5, c8bd, 11bc, caadria2015_109a17, ecaade2015_116k23, 328e, sigradi2013_183u, 4da3, e95b, ed31, 010b, sigradi2016_382x, b194, ecad, sigradi2013_400c, 5b33, df29, caadria2017_056i19, 273d, 6f5c, acadia14projects_655ag, 4f13, ecaade2016_151l41, b874, ac1a, caadria2016_601h25, 29bc, e24d, d219, f698, sigradi2015_10.377t22, a4b6, caadria2016_651b28, caadria2017_048g16, ec37, 2b3c, 96d8, 2fcb, 9fc0, 91d6, 5c2f, 3804, ac14, a887, acadia14_189ao, 69d2, ijac201412302j7, 25e8, 5a41, 9f70, 8833, 5ee5, a83b, 0ccb, ccb0, 28bc, deef, 75ff, 2f37, bb0c, ecaade2015_221z48, d7a1, ascaad2016_043i17, 4d44, 2e08, a87e, 2aeb, 8e73, b3df, 7103, 5f55, ijac201614206z10, bd96, 2288, e1c7, 1647, acadia15_407y17, 86b2, 5330, 98a8, de75, 2e4c, acadia16_196w12, c39f, 4ca7, a9ec, ecaade2014_201j52, a30c, 5933, 9277, dade, cafc, 56f2, 2e75, ecaade2014_182z45, 9a47, ijac201412304a1, b8c7, 47d8, 1b12, 3298, bca8, 0976, 5bc0, 0d01, 3745, b5cf, e6f7, acadia16_62r4, acadia15_137n5, acadia14projects_661e, 69f9, 83ab, 580d, 0934, fc42, 81a8, 386d, 573f, 5a81, ac26, ecaade2015_127x24, 5c58, ecaade2015_278u60, bf5e, a454, 874f, acadia14projects_247p, 5ca0, 2ec7, f31e, e6c8, sigradi2016_484c, ae18, caadria2016_073y3, 95a2, 27ed, ijac201614204o9, ascaad2016_011g5, 6888, acadia14_317ac, f820, e7cd, ecaade2015_307l67, 3abb, f209, 569f, 67e4, ecaade2016_102d28, c6cf, 48d0, 2f25, ecaade2014_239n61, ecaade2016_158f43, b18d, e824, d6ae, 8608, 41ff, 0e89, cb9b, 14ae, 12ed, bf34, 1613, 5e3c, 1bfd, ecaade2015_180p38, c217, 3e86, 6933, 44af, 7d45, 2e1f, 7291, 9edb, 7167, 1c22, 9289, 96bc, ae6d, f395, 0a5b, 181f, ecaade2015_307m67, 6f11, 3797, a984, 2261, 942f, acadia16_260l16, cd46, ecaade2014_019g5, 985e, c91e, ecaade2016_068l17, a283, 34b4, a91d, ecaade2016_223x58, ascaad2014_017c1, 89fc, 4935, 8380, 0dc3, 3d65, f7b4, ecaade2015_265n58, ecaade2015_217c48, 255c, 12c3, ecaade2016_ws-foldingv68, 25a5, 3bb7, 99c2, caadria2015_114r17, 85d6, b74b, a839, 7756, 70aa, 2cdf, 7c87, 910f, 0c19, e99b, fc06, acadia14_101x, caadria2015_114f18, 33bc, f5bb, f275, 568c, efeb, ecaade2016_163l45, ecaade2014_151a36, 0451, ijac201513205j8, ijac201614303g2, acadia14_627c, caadria2016_703f30, 1716, 2eff, a469, 42e5, 6ea8, cee5, d7f3, 7ddb, d1e6, c9fe, ecaade2016_163j45, caadria2017_132u35, 8727, caadria2016_343g15, e2ed, dbb1, a4b9, 7a7b, 1a63, 62b4, b1b2, 2c39, 42dc, ecaade2014_085k20, 83b3, c5a7, acadia14_435ak, f45d, 4d6f, sigradi2016_695m, c0ea, 1458, 8698, 1823, ecaade2015_100a20, a6ff, acadia14_63ad, 6a93, 3cb8, a6c5, dc3f, 8f3a, 4756, e9a7, 0df8, sigradi2016_568nn, 65e3, 503c, 44ff, 5297, 4ead, ijac201614202a8, 1eb7, 2b20, 8b5f, 7126, 5da1, faa4, e1cf, 5bae, 67ed, 97f3, ascaad2014_005w2, 1175, sigradi2013_275e, 12c4, 3c2c, sigradi2015_10.177w19, bf17, 593a, c403, caadria2015_061g7, 384a, 78e3, e71c, 4002, ae99, ecaade2015_233v52, 469f, 0db8, 2be1, 7108, 71b3, ba0b, 85f7, a3b4, sigradi2015_8.264e14, 8170, 0f05, 429a, caadria2015_226l34, ijac201412303j8, b61e, 1514, 2790, ffd8, 94e2, 0fd1, d90f, sigradi2015_8.289w14, ijac201412302t7, caadria2016_809f34, a611, 6ce8, 04e3, 0804, 39c4, 0234, 278c, 086d, e709, acadia14projects_497z, a835, 455e, ecaade2013r_008l5, a2a1, 31f7, 33b1, b098, ascaad2016_027z10, 97d5, 59c0, 7f60, 0084, c981, 18c9, acadia14_53t, sigradi2015_9.347z17, 0c50, 53f3, 356d, 81fe, sigradi2015_8.264r14, c9be, 2754, fdce, dc1a, acadia14_33am, ecaade2014_067d16, 0ca4, 529c, 1a19, da73, 5d83, 1c16, 3caa, sigradi2013_305g, 8226, 40aa, 629d, 26bd, 9ff0, 9165, 2ac4, e507, 115a, e192, 85ec, 3b9c, c762, 7197, bc94, a4bd, b4b0, ffee, 56c0, acce, 88f8, bf41, f96d, 3060, 338c, 594e, 7065, 78c8, d26e, 39c8, a94b, 7fac, sigradi2015_3.209h4, 377e, abea, ijac201614405l3, 2885, 83c8, aaab, 2000, sigradi2014_032g2, cd5f, acadia14projects_709ap, 603d, b268, 37ea, 43f8, 6305, caadria2016_787h33, f550, e099, 9b84, 10e2, ecaade2014_011c2, ecaade2016_032z8, 4780, 39c7, 945b, b15c, 6df2, caadria2017_123d32, cbd9, b85d, 8590, ecaade2014_052b13, ijac201614306b4, f577, 68e6, ecaade2015_138h27, 8652, caadria2015_139p22, 9f28, ea7d, 47c5, acadia16_280m17, 2aa4, a9b5, b6ae, ijac201412304x9, b10e, 8fb0, ecaade2016_239w63, cda2, acadia14_339ah, 4d67, bd72, 7f9d, 37b1, 91c7, 6337, ascaad2016_004o2, ab6a, c14b, 5e3a, 3e19, ecaade2015_155h32, 30cc, 2d52, 69bf, ascaad2016_015n6, d8dd, 2d92, ef93, c6c7, 0b8f, 5fc4, 57d0, 1cd4, ed5c, 467e, 25c9, 2225, ec2f, ae04, 6025, 5323, 2290, acadia14_709ar, 99ba, 96c1, 5fdf, a804, c4b5, 52cf, ijac201513302w9, acadia14projects_311z, 1d6f, ijac201513105d4, 29fa, 0065, 8b1d, 5ff5, d701, 558f, e104, 3cb6, caadria2015_114g18, a5d5, 0163, 1f24, b747, fe61, 5f30, 7b46, 76a6, 2b68, 82da, acadia14_63at, e847, c569, 4ea0, aa8a, 7d91, caadria2016_881y37, 0cfc, a6dc, sigradi2014_314n6, 5c98, c2bb, 6071, 7aae, a4d8, 65f9, ijac201412205z3, 390e, 771b, 3549, fd2f, 0f03, 61f3, df84, 4dde, 1650, acadia14_719i, a87f, 34d1, 251d, 1b91, 17d6, b7f6, c6e0, ff27, dbc3, 9ef2, fb4e, 72b8, sigradi2015_3.201p3, sigradi2016_510yy, 88ab, e2c0, 7259, c8d8, 56ff, 1c0b, 9360, 5d62, f857, cb4b, 810f, d7ce, 3599, 40cf, 4bcd, 5c7a, d8e9, 47d6, 536b, 9c05, 53b8, 7bda, b683, caadria2015_114p18, 533a, 010e, 5442, b29a, 7b6c, de4a, caadria2015_090s14, 1acd, ad39, df7c, f2c4, ijac201513104s3, 71ec, dc24, 0107, ecaade2015_336c73, 310a, 5a0a, 354a, ecaade2015_114i22, 5042, 02e0, f36e, 9bbf, 1393, 6217, 4167, 6a97, 9e9d, caadria2017_015i5, 7749, acadia14_357ap, d217, 2d16, 03d7, 0b6e, c7b4, 3aa1, e888, 26fc, 1d28, 81e1, e41f, 25a8, 47f5, ecaade2014_094i22, acadia16_424i25, ecaade2014_024j7, d7ab, a963, 9a79, ca3c, 598e, 353e, 9bb1, 85db, sigradi2014_186b6, 4cec, 6fb6, 9274, caadria2017_043e14, 3d4e, 8ee5, 5ea0, ad6d, 360d, 03f0, 8f4a, 2ba3, ecaade2015_138j27, acadia14_247v, 4e78, 0129, f4e7, 5a59, ecaade2014_173a43, 5203, 5d4b, be77, 6834, 1997, 6118, sigradi2014_345r9, 4a3a, cb18, b357, 4b9e, 948e, 564f, 64e3, 153b, sigradi2013_194z, 98f4, 8bd8, 21ec, ecaade2015_77a15, sigradi2013_194o, acadia16_88v6, 79c4, 238d, c19c, 2279, d251, 7b53, caadria2017_094z25, 583b, ecaade2015_138i28, ba4d, f5de, ecaade2014_023r6, 3931, sigradi2015_2.213u1, 5e0c, e28b, b422, dd40, 418a, 4676, 5739, b688, 36ed, 828f, d84e, c636, 20fa, acadia16_174h12, 84b8, 109c, 0057, fc08, de55, 8f96, 7a77, 7b0b, 6070, 0f8f, 2178, ecaade2016_241j64, ecaade2013r_003n2, f129, e7dc, 0ff9, 7125, b94e, 94e1, 4d8f, c9ba, 12df, e5b7, 132f, 834e, 4eed, cade, 66ab, d9d4, b97e, 3527, sigradi2015_12.259b28, ad66, 63fc, 27c4, 49e9, dac0, 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d563, 3d7e, 93e3, caadria2016_517w21, affc, aacf, ee52, 9afa, c5b3, 57ab, c8c6, 9702, 425b, 8997, acadia14projects_153al, sigradi2013_117, f8ae, sigradi2016_817o, 979f, 4feb, acadia14_619ah, 3027, defa, a384, 854a, 0994, caadria2017_109b29, 0d6b, ecaade2013r_003e3, 95b0, ecaade2016_042j11, 5ef5, c040, bdb0, ecaade2015_155k32, 5d3b, sigradi2013_117t, ecaade2015_86l17, 8e22, b3c5, 69c0, 7ed4, ijac201614201x5, 2f75, 3e34, efe6, 6d0b, 614b, 1cbb, f39f, 966f, 66b3, ce6b, db04, 4c2c, b4ad, ad25, 5e1a, c7aa, 492d, 118b, 4ccb, ecaade2016_065f16, acadia16_260o16, a3f8, 1d0d, 468c, 7357, ecaade2016_016h4, ijac201513203r7, f0b5, acadia15_251k10, 7f17, fb2d, sigradi2016_751mm, f46b, 5154, ecaade2016_068r17, f54e, 5c3a, 2211, sigradi2016_560w, e3cb, b38d, sigradi2016_571zz, 25ff, 7e2e, sigradi2015_10.307k21, caadria2017_163o40, 64f7, ecaade2014_204b53, caadria2016_167o7, 0974, 85c7, ascaad2016_048o20, 6a3f, a2f4, 2430, 8f18, 9d0b, ijac201513303r11, 249b, 53fd, 7b03, 6a69, ascaad2016_016r6, 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sigradi2013_429a, 39f8, 31eb, 6cb1, e8d3, ijac201412204y2, 9e65, 62f3, 3acd, caadria2016_797z33, 4cdd, 7a8e, caadria2017_118d31, caadria2017_182x43, e472, ijac201614309n6, caadria2017_041l13, 9279, e52f, caadria2016_797t33, eff2, 04a0, 54ab, f9af, e27d, cceb, ae20, 0b4d, 124a, ad3c, 4b18, 5c75, 025f, 1bf4, ecaade2015_229h51, db8a, 5c9c, ijac201412303t8, ecaade2014_168y41, 68bd, bbb7, d01a, ecaade2016_048b14, 3e8d, 157c, 6d26, sigradi2015_6.42t7, d28b, d9bb, 6c82, 7a3c, sigradi2016_484yy, d5fa, 9ce7, sigradi2014_345i9, 9c0b, 5f36, f9a5, 46cf, ecaade2015_84y16, 869e, dbb0, 43f3, c5ec, d51a, 5817, 5352, sigradi2013_54n, 26b3, 108e, sigradi2013_100f, f1d2, 7fea, ecaade2015_55k10, 04f0, ead9, 6bd7, f03d, e561, 9778, a748, 6a5f, 23d5, 63ed, cca4, fc20, b4c4, a2ab, 0a41, 6b15, c915, 0fed, 74ef, 8965, caadria2017_125x33, 7681, ef36, 075d, caadria2016_809d34, f9f0, acadia14_601ah, caadria2016_663k28, ecaade2014_128s28, a807, acadia15_469f20, ascaad2016_052k21, a3e3, f6dd, e9b1, a6e6, c869, c28a, aa2e, e410, caadria2015_213c33, 2230, acadia15_323k13, 8e11, cc22, acadia14_167y, 2cbd, c5c3, 7c36, 5e85, 1413, sigradi2014_049g5, ecaade2016_016e4, 917f, c193, sigradi2014_045y3, ijac201412407d1, 9515, 82c9, 8b4d, 325a, 2d46, 05f1, caadria2017_149l39, 27b5, 3e0c, 381f, 81b1, fd71, 0f35, f7ea, 3f7d, 1c75, 69d8, 4e89, ba79, d41e, sigradi2014_080p7, 96f5, e302, 74d7, 1496, sigradi2016_490ii, ijac201513102h2, cda4, 3c0d, 23f9, d9a4, 0a74, a988, a2fd, 4001, ff75, ecaade2015_227l50, dad4, db8d, e088, c025, 51d1, c9f7, caf9, 17c9, ecaade2015_173i37, 5206, 29ae, e7e0, sigradi2014_201f7, 71df, ijac201513305j12, 1b6a, ecaade2014_145m33, 4fa8, 898c, 9fec, cc1e, ef51, 3df7, 7102, 3bea, 0550, 3221, b231, caadria2017_189c45, 6fc2, 0153, e284, sigradi2013_212p, fbc1, 2ef5, c8d9, cc7a, sigradi2015_10.140i19, 5425, 72cb, 096d, d1cd, 3c48, ijac201513306w12, sigradi2014_132z1, c3d1, e0ec, 4967, d6fb, ab34, ascaad2014_020t3, 656b, 174e, 1fa3, fcc7, 19ce, 9bde, cb47, ecaade2015_13j1, 0f3e, 2c3d, 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ece9, sigradi2016_431r, 7b57, ijac201614401c1, bff9, 5167, 67e1, 2af7, acadia14_473ag, d54e, 0f13, 203b, ef13, c14f, ecaade2016_038i10, cdec, sigradi2013_222k, 0006, 8de5, 02ee, db90, 3278, 232d, 7390, 86a6, 655b, 235c, ijac201412405m8, 4c35, 6444, b8f7, 476b, c950, ascaad2014_029u8, c552, 88fc, ecaade2015_92u18, 803f, 8984, 9871, 2981, 00a1, e9b4, 4850, 98a5, 1446, b584, b710, b184, 3172, fd7c, 40dc, 2711, 346c, 4b34, 4a66, 550d, 6a04, 7430, ascaad2014_003t1, a0a4, 3f76, bab8, 885c, 595e, 4057, e2a5, 8399, ecaade2016_095l26, 36b6, bdfb, c061, acadia15_173t6, 85c6, c96b, 711a, 99c5, f092, 9de0, 9997, 3f1c, 7c61, 1552, 5144, b9de, c82d, a919, f40a, 8c8b, 0baa, ad58, caadria2015_065b8, ce76, 296e, 3580, 64a4, 5261, ab55, 6b46, 4e03, b63b, b02b, 28ed, 0576, b948, cb9f, cc99, 8f32, 2be8, 2beb, 95a0, e1ab, 3786, bb96, ceb2, 6d21, a171, e858, ascaad2014_022f4, 0671, 56c3, 4040, acadia15_232t9, 8511, 0fcd, 9ef6, 7235, bfbd, c3ce, 1669, 3b33, 8dfe, f4ef, 5469, a379, ecaade2014_168s40, cd10, 4dcc, ca80, 76e3, 3740, sigradi2013_164, 8c5c, 930c, ascaad2016_007u3, e585, 61f2, 3efe, e733, 908e, 32c2, 5bc6, d961, 8ee3, bd65, c9c1, 46d7, ecaade2016_023x6, 4af4, 9225, f81b, 5100, 6fe8, d7c5, c721, 9df2, ecaade2014_105w23, ijac201412406m9, 9339, 8ace, 9ab8, caadria2015_015e3, 3b35, acadia14_691av, c703, 7b32, fe9a, 57b3, f0b4, bcf0, caadria2017_056c19, 09ea, 3ca6, 3556, 4b6a, 8187, b82a, 872c, 267d, f99c, 0815, 7ea7, ecaade2016_123b34, a4e2, caadria2015_150f24, a605, 05e3, de3f, 8d0d, 55a3, 9296, 0c38, d6ad, 5976, 83c5, ecaade2014_233n60, e895, 76e0, ecaade2016_062d15, fa66, ecaade2015_247c56, acadia15_211z8, c71e, ecaade2015_114o22, acadia15_284s11, 2613, sigradi2015_12.297m28, caadria2016_157n6, fec4, 0165, 9d72, a141, 3c22, 5823, d9e1, ecaade2015_301u65, 1e20, 9cc7, f78b, ecaade2015_269n59, 9e95, ecaade2015_193c40, 9802, 27d4, db11, 2d0e, ecaade2015_35y6, c1e2, c8c8, adeb, caadria2017_063d21, be19, dada, sigradi2014_151n3, sigradi2016_564ii, df75, 1bb1, 0f23, 9969, 1a89, 884f, 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