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 caadria2017_163
authors Kalantari, Saleh and Saleh Tabari, Mohammad Hassan
year 2017
title GrowMorph: Bacteria Growth Algorithm and Design
source P. Janssen, P. Loh, A. Raonic, M. A. Schnabel (eds.), Protocols, Flows, and Glitches - Proceedings of the 22nd CAADRIA Conference, Xi'an Jiaotong-Liverpool University, Suzhou, China, 5-8 April 2017, pp. 479-487
summary GrowMorph is an ongoing research project that addresses the logic of bacterial cellular growth and its potential uses in architecture and design. While natural forms have always been an inspiration for human creativity, contemporary technology and scientific knowledge can allow us to advance the principle of biomimesis in striking new directions. By examining various patterns of bacterial growth, including their parametric logic, their use of responsive membranes and scaffolding structures, and their environmental fitness, this research creates new algorithmic design and construction models that can be applied through digital fabrication. Based on data from confocal microscopy, simulations were created using programming language Processing to model the environmental responses and morphology of the bacteria's growth. To demonstrate the utility of the results, the simulations created in this research were used to design an organically shaped pavilion and to suggest a new digital knitting process for material construction. The results from the study can inspire designers to make use of bacterial growth logic in their work, and provide them with practical tools for this purpose. Potential applications include novel designs for responsive surfaces, new fabrication processes, and unique spatial structures in future architectural work.
keywords Synthetic Biology; Architecture; Bio-fabrication; Bio-constructs; Design Computation
series CAADRIA
email saleh.kalantari@wsu.edu
full text file.pdf (13,259,543 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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a3ee, c2c6, 96f4, c204, f26a, 9ea6, caadria2017_086m25, fc86, 9a02, sigradi2014_137g2, ec62, 3284, 339a, ecaade2013r_001p1, deac, 2148, 6924, ee67, cd10, ecaade2015_298k65, b1e7, 0f76, 983c, 0140, 4004, bf32, 93f1, 433c, 90c7, 7a99, d526, d3f7, dfe2, 2448, 87d5, 18ed, b3e3, 72ba, bf14, ecaade2015_193j40, ff58, 93e2, caadria2015_164j25, 560e, sigradi2016_815bb, ascaad2016_012n5, 4dff, 668d, caadria2017_136p36, acadia16_478m28, 9c89, eb06, sigradi2014_132l1, 16b0, c65a, d04e, 2981, ascaad2014_006v3, 3cc9, 024d, 1db5, 1dfb, 14e0, 27a0, ff8a, caadria2017_009n4, 5304, 2a8f, 861b, 1474, 1635, eda7, 3eb3, e61a, 0d13, 7a22, acadia14projects_267p, 1903, ec39, 5ccc, f70f, caadria2017_051v16, d90b, e403, 2105, c6a6, 8b47, ecaade2014_072n17, f8c2, acadia15_311k12, 5208, 65ee, f01e, 68f8, 1e66, 0390, ecaade2015_268w58, 3b32, b245, 9a85, eb0e, 5394, a4f0, ecaade2016_238p63, 97be, e98b, caadria2016_861b37, 1ae3, 155d, ecaade2016_099k27, 5690, 0b99, bd7a, cc04, 6bae, caadria2017_004o2, caadria2016_301o13, 0185, 72aa, 009c, b12b, ecaade2015_215p47, ecaade2016_042l11, 5f8a, acadia14_671j, 4186, 4107, ecaade2013r_019j10, 1066, ascaad2014_036e2, 5129, fdff, acadia16_478b28, b8cc, ijac201614407z4, 099c, f1c6, 0a13, c404, 581b, ascaad2016_059p23, 077c, 34c0, sigradi2016_741jj, 0368, 8999, sigradi2014_128g1, c6af, 7650, dd25, ecaade2014_151e36, 6c09, 4e24, 3509, d807, 5322, f043, 52c6, e49f, sigradi2013_215z, 4893, f006, ecaade2016_089y24, 2b69, ascaad2014_004k2, 1f07, 9b05, 55fb, ascaad2016_043i17, 3500, ecaade2014_072i17, 8f24, a929, acd7, sigradi2015_11.196i26, b1ad, c7f2, 481d, ijac201513104z3, ecaade2014_168s41, ijac201513302b10, ecaade2016_213l54, caadria2016_745a32, 1e46, e428, caadria2015_010w1, d9a3, sigradi2015_12.167j27, sigradi2015_8.334u15, acadia14projects_291al, c311, ijac201513203v6, cc67, f578, caadria2016_497e21, 9daa, 3710, acadia14projects_565p, acadia15_483v20, 3478, c5bb, sigradi2016_408bb, ecaade2016_067w16, 43ed, 433f, 57b6, ecaade2015_81s15, f18c, ce2c, ecaade2015_317v68, 15bc, bb03, 5bfd, a96f, sigradi2016_611r, bde8, acadia15_57d2, ecaade2014_018p4, 329f, 89d5, c8ab, ecaade2015_196y41, 6404, 4c09, 71bd, 3bec, 165f, 5899, e13f, 475c, fa34, 33b3, 1d05, caadria2015_087u13, ecaade2016_068z17, aa62, 3748, ecaade2016_154y42, ecaade2014_029b8, 31f4, 776d, 66cd, e8e2, ecba, ascaad2016_049v20, ascaad2014_014l7, a33b, eb95, acadia15_123n4, ebfc, sigradi2013_155f, e834, acadia15_110r3, abc2, d586, ecaade2016_018x4, c8af, 4098, 9a76, 6f03, 99dd, feb6, 577b, b74f, b4f4, 5cea, caadria2016_735t31, sigradi2013_393, 228e, 6ae3, 0be3, sigradi2013_390s, 3f7a, 24a2, ecaade2015_169d35, sigradi2015_6.42x7, 997b, 641d, 642e, 0c05, 709a, 30bc, b49e, 41d7, ecaade2016_057o14, 6955, 3319, 448b, sigradi2016_479ff, 7f05, de4b, ijac201614301e1, 4c48, 949e, caadria2016_197h9, 9a09, 81a1, ecaade2015_217k48, c675, f6b3, ascaad2014_010o5, 3620, ecaade2014_023h6, ecaade2015_110g21, 1e94, caadria2015_237o35, 7685, 6ef0, ddd8, ecaade2016_071w18, ecaade2016_154c42, acadia16_62m4, 089c, 7484, 7568, e76e, ijac201513303x11, 7294, 2d1c, 6bf3, caadria2017_056s18, caadria2016_177g8, a4f8, c42f, c2a4, bc02, 1ebb, f558, da65, 5c0c, e88c, ecaade2016_158p43, b308, 7e9f, ecaade2014_163k40, 4ce2, 045c, c0a6, 34b5, bebd, ecaade2014_149o34, 0fe2, 54b2, 8434, fa11, cfe6, sigradi2014_293w4, 6fce, 8f28, 05c4, 6168, 92ed, 6c1f, 97f3, 6040, 1fe1, 66f4, 5689, ijac201412403x5, c28a, 8c3c, 2cf5, 63ef, 436f, 8756, 6d8b, 0453, d0e2, 6c5a, f6b8, 8b66, eb49, 93d6, 4a49, sigradi2013_429g, e512, 6a40, 2d2a, 42ca, 4fd4, 1ca5, ijac201412403b6, sigradi2013_234m, e076, 7c7f, e96e, bb95, 4ab7, 2397, 5c89, 7015, 8b25, ceae, ecaade2014_104u23, 959e, 9906, 8dea, 36c1, b623, fc17, ascaad2014_005k3, c737, bf16, 0498, 7c7b, acadia14projects_247j, 78d6, 9ad3, acadia16_470p27, 8565, 7af5, 76e4, 46f6, 1c58, 61c3, caadria2017_124o33, 1318, f8ae, 5a6a, 8837, 25c5, fdfb, caadria2017_027p9, acadia14projects_135ab, c1dd, 1462, c8c9, b65a, 5754, fdf0, 1f9d, d4bf, 1c90, b75d, 446a, 37af, acadia14_63ah, 7a7f, 34a5, 246f, 0d42, 2d90, ecaade2015_200o43, 5b8f, sigradi2014_045f4, ed9c, ebd0, ebd4, 3f88, 14c6, ascaad2014_007i4, 9930, 9cc1, e930, 1296, bf3d, 51d4, 2b59, a2da, deea, d2f8, a168, ascaad2014_036y1, 0e19, 14df, 8f38, 1c4a, e82d, b65c, 85f8, ecaade2016_197y51, acadia14projects_375k, 5b32, b820, b9c8, f6ad, b616, 3e93, 627d, ecaade2016_162d44, caed, d9f9, 4816, 7c06, 342f, a44c, 06bd, 3024, c7fc, 62c5, ijac201513203j7, 46b8, sigradi2013_271, 4d25, 9686, 225d, 901a, cf20, bcec, 7f3b, ijac201513101n1, 569f, 3e51, 490a, caadria2015_078d11, 04c6, 81af, f366, 9fe3, ecaade2015_25f5, ed14, ecaade2016_ws-afuturek67, 8868, 5552, 006d, 0a2b, 2218, sigradi2016_484h, 8dc8, 82db, de76, b587, ecaade2016_102d28, dfde, fcb1, efd2, sigradi2015_4.219d7, f943, acadia14projects_229j, 5510, 22cd, ijac201412304n1, sigradi2013_212o, 8204, 4c83, acadia16_78s5, f265, acadia16_154g11, 1941, 0267, ijac201614102o2, 7af2, bb4d, 76aa, 896d, e84a, 58a6, 43ba, 1556, ea03, 34f8, caadria2017_190m45, ecaade2014_188l48, f817, 22e7, 1d08, 8f30, 0a94, fc69, 4735, acadia14_53s, 29cd, b72f, 8f2a, 8ac4, 45ca, 1424, 8844, caadria2015_246d36, fd76, caadria2017_023y8, 5a51, cb40, 3c52, d96a, 2eaf, abb9, 9255, 165d, 9cfe, 2248, e3a1, 0b9d, d649, 5359, 4504, 7171, sigradi2013_386e, 321f, ecaade2014_084e20, 4473, ecaade2014_168g41, caadria2015_124z19, 4f5e, ecaade2015_185n39, 150e, 835f, ecaade2016_045i12, 2b16, 7a14, 3a9a, acadia16_488a29, ea8b, sigradi2015_6.387u9, 19ac, cd6c, f20a, 8ffc, 9a65, 5c90, 0095, 9f77, 09c3, 4a5b, acadia14_463f, 85d1, 8285, 93eb, sigradi2016_455f, 7d54, 3288, ecaade2014_176f44, c93d, sigradi2016_479aa, 05e1, 2dbb, eecb, 9360, acadia14_479m, 1f71, f58e, caadria2015_010v1, 10c6, b2c4, 6b5b, 5150, 6cd7, a194, caadria2015_188w27, 5bc6, 6b1e, ijac201614202h8, db8f, b000, 292b, 2299, 0b35, dbc0, 8f39, 38f7, 6486, 5b0b, 37e2, 9dcd, a95b, acadia16_318g19, 54a5, ecaade2015_284y61, af7c, ecaade2014_155x37, aee8, 82e4, 118d, 981a, d267, 2b02, 992c, ijac201412403d6, faf1, b557, 083a, 7c18, 1879, 7a5e, bbfc, 4537, ijac201614207t11, 856f, 772d, 58d3, 4c14, 5833, 0a93, 6bd3, ebf9, 7372, b173, sigradi2013_30j, acadia14_409n, 85a8, 62e9, caadria2016_559a24, 576a, 03e6, 8b29, acadia14_301i, bdce, fe55, 5733, c651, db4f, bce2, 1959, acadia14_517n, 1809, 437f, ab82, sigradi2014_176b5, 23bf, 7c2a, cd77, 3934, caadria2016_229l10, caadria2017_055k18, ecaade2014_163b40, ea15, 9859, 19cc, 0760, 5f8c, 64ed, acadia14projects_237az, 8fcb, ecaade2014_024y6, 73bb, 066e, 70c0, 3e1b, 5ae7, 52d1, 7a88, 6bd4, feb3, b9e6, 0ddf, caadria2017_003c2, 9f37, ecd6, 5286, dbdd, 1d26, cbb8, 5052, 98a8, 83b8, sigradi2014_239b9, ecaade2016_065c16, c7ab, 3ac1, 2442, sigradi2014_197v6, 16f0, 240f, b4ab, ecaade2016_077o22, f046, adf6, 7e10, eeb8, 1b0b, 1623, 5e1d, fa1e, fd6e, 2691, 1533, 6414, f5f2, ecaade2016_021w5, 8f0a, fea0, dc6f, 25bb, 8747, 6cda, 6e2c, ijac201614202f8, 6d09, 72ee, acadia14_487i, sigradi2014_132j1, 4f72, afef, acadia16_394k24, 8486, 4ad1, dd4b, 5268, 0bb2, caadria2017_029s10, a680, ce06, a8f2, ecaade2015_225k49, ecbc, 7184, 4e38, 00d5, b150, 2fb0, a41e, 4f2e, 7402, b3fb, 9e4e, 6299, cf94, 662e, caadria2016_333v14, 6362, a516, 1039, d831, 979a, ascaad2014_013t6, acadia14projects_339w, 8ae1, 8531, 2c07, 8b03, 739b, 1ed2, fa67, e70d, 13fe, 85e3, 073a, cbdb, 62f6, 4b2c, 9220, acadia16_12d2, 9115, 9902, 6655, f1c1, dfaa, ecaa, 70ff, cc7d, 9435, b917, sigradi2013_200e, b06c, f923, fd84, bbd7, 3c44, d12f, de65, 175c, 4f82, 945f, 8038, 874b, adf0, f9f9, e527, 3112, 4a3a, 0b7f, acadia14_671m, 7f29, 1240, caadria2016_373g16, d098, e0b4, b52f, 1d5e, 39fb, e923, caadria2017_043e14, 8800, 8f65, 8ce6, b907, 1dc9, sigradi2014_048d5, 856e, bb5a, 66f0, 9b46, 8f66, caadria2016_105f5, c465, 3119, 3a50, 2572, ecaade2014_029f8, d644, 9bc5, ecaade2015_217h48, ec6c, 270a, ef33, ecaade2015_217d48, 5cfd, 173e, a427, daab, fdc5, ijac201513105b4, 742f, sigradi2013_386h, 2cb1, 2332, 5631, d621, afac, 2752, caadria2015_015a3, 73de, 112b, 3dd3, acadia15_137y4, 6696, a653, 669c, a627, 2964, 0720, 5a3d, 8f2f, 01b0, 43fb, b9f1, acadia14_177n, caadria2017_142y36, 3d9d, 0002, ecaade2014_089p21, 3b86, fa37, fe13, 80a5, e547, 519c, ecaade2014_157g39, b54b, 75ef, 6ccd, fb1d, 6475, cb90, 3eef, ecaade2015_138m27, 4c95, b0b9, 2aa0, ad04, 475e, 7398, cb55, 0553, 5aae, 1bdb, 37c3, c393, e46e, ijac201412301e6, bfb0, db17, ac2f, 7e44, 7144, 9c24, 74df, ab13, b1c8, 956d, 8f14, 4410, 00c7, fc64, 7275, caadria2015_004o1, b6a3, 871a, 09aa, f532, 9883, 0671, baa0, f611, f21f, b278, 4054, 67a3, d595, acadia14_627ax, 834d, ae99, 7143, c8b6, 61e6, ascaad2014_017c1, 6c7f, 6a69, db46, 95fe, sigradi2015_8.186d13, 4948, 712e, e137, sigradi2014_330m7, ascaad2016_035p13, ecaade2015_161i34, ea32, 5ff3, 1ce3, 3f9f, 5dcd, 148d, 70ce, b108, d184, 8ac9, 40df, 0a9b, 1095, caadria2015_213h33, 7dd5, 274c, 2a17, d1f4, ascaad2016_013a6, abe5, c144, d986, ecaade2016_021z5, 9c7e, 2110, d9b1, d6f7, b846, 47b6, daa8, caadria2015_014w2, 131f, a744, 8d29, ascaad2014_035u1, acadia14_601ab, 9706, cb16, 476e, 696e, 3520, a6ce, 037c, caadria2016_095r4, 7e1c, caadria2015_012d2, a20b, 46c2, 0497, 016f, 4906, ascaad2016_029y11, 93c3, 3880, 011c, aa80, 0b82, f600, 8a22, 7688, 5a22, 2c05, 8842, 6528, 6be3, 4dd5, 2b50, d511, b493, 2cc5, 34dd, 075d, ef6f, 5fa6, ecaade2014_186w47, 4438, sigradi2016_443zz, a4c2, ecaade2014_024b7, ae6c, 16a4, 29e6, ijac201412405t8, 2443, ijac201614208c13, 6d37, 5c64, 1122, cf40, 5cc2, 1913, 3702, c3e5, 1497, 45a7, 2dfa, b579, 082d, 233b, 313a, f0ae, 24f8, 18d9, 09c4, 4113, de3b, b629, 4213, ac43, 8bd8, bc1d, ea07, d851, e377, e681, 94a1, 6e62, 3a0c, f861, e170, 3d84, acadia14_479g, e716, b541, sigradi2014_048t4, acadia15_161b6, 9d38, d433, 635d, b07a, 007a, caadria2017_021i8, 1ba1, 755f, acadia14_655ac, 7454, c501, f058, cb32, 65e3, 9fa7, 43c3, 08b2, b941, bac7, 43df, cb39, ecaade2016_217i56, ascaad2014_019g3, 56d7, 236f, 25e8, 1d1d, 3187, 68b9, b9fc, 9796, ascaad2016_022i9, 8ed6, 0849, 5ac3, 4f57, 0471, 0cf2, 4575, 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37f2, ijac201614202z7, c330, 8287, ddfc, acadia14projects_153b, 1062, 09a0, df9b, bcc7, ecaade2014_038m9, acadia14projects_339aj, 1f65, 16bf, 48ba, fc5f, ijac201412304u1, ascaad2016_005z2, 3396, 4d62, eb99, ddc8, 8ce0, ijac201614105e5, dbbf, 5d3e, 7642, 0527, 3691, 442d, 48b5, ijac201513206z8, sigradi2013_401k, 80db, 2597, 414e, 4dfb, ecaade2016_132i37, ac6d, ascaad2014_024s5, db7e, f7e7, b6c0, a27a, 5130, fa4d, c2c1, 3ade, e61f, acadia14_135i, 084b, 6c1b, a4c9, 4b79, sigradi2016_602h, 32a5, 2551, 7a98, 1fc0, d885, 9c10, 4444, 41fe, f242, 1f0e, ecaade2014_153w36, 6d35, e6dc, acadia14_619x, b78b, acadia14_671w, ijac201412402b5, 4969, b5a8, 7298, f334, 8a2c, 2b2d, 061c, 6739, ijac201614307z4, 4064, acadia14projects_177aa, 146b, 34a3, acadia14_619az, 9add, a8fc, 93bf, c394, f91f, 148f, ddbe, 5403, 9481, b0f4, 67fb, 9dcb, c072, acadia14_691az, ecaade2014_094n22, acadia14_473an, 639a, sigradi2014_186a6, 52f3, 689c, b751, 7c0d, ecaade2016_079p23, c2bc, e12f, a8c1, 9abe, 79b8, sigradi2013_189i, 61ab, ecaade2014_089x21, 6a13, 590c, ijac201513205k8, f270, ef4c, e465, cd7e, 0103, caadria2017_002k1, 2f64, 7288, 16d3, e479, 78dc, acadia14projects_579f, 2b17, 6271, 47e4, 88a9, 063d, acadia14_497aa, 6c88, 02aa, d804, 82d5, bfb6, 3d2e, cbc3, 5299, 079b, 7174, 17c8, f370, f657, ecaade2015_28v5, ecaade2016_224b60, ecaade2016_013j3, 5db1, acadia14_219g, c4c8, 5466, 4d54, ecaade2014_149k34, 9b84, 40a9, d5db, f8e9, a890, acadia15_211v8, 5ca7, ecaade2015_221z48, ecaade2015_144a31, ec36, 70c7, acadia14projects_435aw, 7512, 8329, 87de, 7cb3, a9c2, e162, e524, ascaad2016_012z5, 92ea, 28c3, ecaade2016_162u44, sigradi2015_sp_8.326y30, sigradi2014_152r3, 73d7, d59b, 88b9, 89d4, 3194, 6323, 0c53, f413, 1737, 7bac, 88dc, c549, a4ef, 346f, 41c8, caadria2016_105h5, 3c80, c201, fe08, 5b98, 2f07, 9a88, 50cb, 74f5, c2d4, 38ad, da5f, bb50, 2ac8, acadia14projects_219ax, 12fa, 906d, sigradi2016_625tt, f55f, 8e96, sigradi2016_534ll, fe10, ecaade2015_273h60, 3d31, sigradi2016_732m, 07e1, 59bc, d3d3, 14cb, c244, 62e4, 649d, 0a6c, 90d0, 1893, ecaade2016_ws-dheritaget67, 15a2, 253c, 8142, 3d41, 0406, ascaad2014_007g4, caadria2016_651h28, ecaade2014_217g55, 3d95, caadria2017_134b36, e18a, ecaade2014_066o15, 8888, 97ed, 8f37, 2fbd, 1653, 5036, 986e, ecaade2013r_014j8, 91f7, 01bf, 744c, 0805, 7822, 1cb3, 5914, 0d7a, 5c78, 3188, 8bc8, 22b0, 15ca, acadia15_371h16, f229, 8002, 65a8, 5388, 0b81, 91f3, c7c1, 06b2, d9f2, ea06, d334, ijac201412204h3, a963, 8569, 0065, 5aad, caadria2015_206c30, sigradi2013_401l, 1e1a, 1962, 9ea2, caadria2015_142o23, e1e9, 7955, 9e61, 6b2b, 8be1, 45b1, 0fbc, ijac201513102j2, eb5e, d6d7, e4d5, c319, 77ec, 7f8e, 2537, 354a, e88f, b9be, ad94, 9331, 7078, 7e7f, 286f, 7bb6, b8ac, 5504, af7f, 6a93, f2ae, 9c3e, ecaade2015_307n67, 2bc1, acadia14_565v, 9cd8, f477, d152, ecaade2016_110e30, 398e, 2591, aee1, 24d7, d6f9, d9ec, sigradi2015_8.41a11, 0f47, 4e36, ijac201513303u10, sigradi2015_5.384m7, 37ea, 1c4c, caadria2015_150e24, caadria2016_851z35, ecaade2015_82b16, 7386, sigradi2014_021v1, 0907, caadria2015_206m30, ecaade2014_180b45, cf80, 4a82, ccb1, sigradi2013_303l, ecaade2015_138j27, acadia16_124f9, 2382, caadria2015_130n21, 587c, caadria2017_145h38, 3ca7, 10d7, 563f, 3aa5, ascaad2016_001a1, da40, 9b7b, b351, acadia15_343z14, 9370, 6137, df75, 328b, 672d, 3811, 1862, 0ce2, ijac201614402w1, acadia16_12n1, 4fa4, 9e48, 55c1, c02e, 2580, 96ba, e25f, 771e, 1725, caadria2015_048o5, a26f, 5e80, ecaade2014_010f1, 1edd, fa23, 83f9, f332, 0451, eaee, sigradi2014_085h8, caff, a60b, 6669, 31db, 5623, a509, 02bc, 606f, 9aae, 4ebd, 2f91, f5e8, 75b3, 710d, 5eed, 7845, ca18, 4d5a, 8e79, c89f, 1252, 30ca, 5ba1, a19d, 346a, f591, 342a, 6577, sigradi2013_343a, acadia15_417g18, f8fa, 9d2f, 1b39, dec9, 3525, cf97, f537, cbca, ascaad2014_029e8, acadia16_164s11, 9494, 358c, 9760, ecaade2014_188k48, f2db, f76d, caadria2016_415x17, 0203, b561, d29e, b119, caadria2016_343p15, 98c0, 7e67, 29c5, d30b, 0d48, 1875, sigradi2013_155i, caadria2017_113m29, 5606, caadria2016_373j16, 5cd4, 8a7b, 507e, ecaade2016_222c57, 29db, caadria2015_246y35, 7d09, f544, 15e0, ecaade2015_100s19, 9ed7, e051, ecaade2015_235j53, 1d8f, sigradi2016_363hh, fbc0, caadria2017_062u20, a604, e472, a20a, 5404, cdf8, ded0, 11f8, c3db, 3e59, 04fb, 9dfa, fad1, ac63, 046f, 6240, a7b1, 88b4, 3771, 3893, 5c17, 66d4, 5fd9, 83a3, a4f1, 457e, 9b77, 5cd6, 2824, sigradi2016_807nn, ee59, 2bf1, ea45, bc44, a17d, 661b, 064a, ecaade2016_067p16, f139, ffad, dd9c, dc40, 6a5b, a8a1, eb2c, 1539, 92b6, 0886, ecaade2016_091j25, 01bb, d68f, c798, afa2, eed1, d2bf, e38d, 2c23, caadria2017_113d30, ecaade2015_116h23, ecaade2014_220d56, f0a8, 22f6, 2651, 7e83, 0f97, 7972, 1fbb, 9e13, 85c6, 5398, sigradi2015_10.138b19, 7bdd, acadia14_257ad, e555, 97d2, 2659, 002c, db64, df30, 32c0, a76b, 7d55, ece4, c666, 3995, c9b2, d37b, 3780, 3d70, caadria2016_713z30, 6830, 3ff2, 311c, 409b, f336, a0ff, 03f3, 9b13, a81d, acadia14_681an, a1f1, a28d, 8ee6, 3eba, b7c2, ecaade2016_095d26, 7ff9, 68c3, 102d, fe99, bdc5, acadia14_497v, d2e6, 747f, b640, 31a5, 884c, a2fe, ad0c, efa4, c0f6, 49da, caadria2017_051x16, bc6c, 6ee2, b797, 59fa, sigradi2015_6.387e9, acadia14_23x, ab6f, 2794, 4a04, 97c4, 48dd, b5f7, 937e, 020b, de19, 263d, 5e3a, b1b1, 05bf, 9582, 6423, ecaade2015_247d56, sigradi2013_223, 40b0, 079c, 04b6, bb88, 6514, ecaade2015_221v48, c819, 29f8, 9021, f9e3, 8fa9, ecaade2015_55j10, 72ae, 36bd, 04a0, 995c, caadria2017_125w33, 7dfd, c535, 1cd6, f019, 2afd, sigradi2016_407u, 737f, b483, sigradi2015_8.189t13, 36c0, 5f89, acadia14_237at, c93e, 6590, bb09, ecaade2014_194m49, 3049, fdc6, dbbe, acadia14projects_435b, 1d5b, 2832, 6f91, ecaade2016_071k19, 3a8a, ascaad2014_009f5, 3491, 1144, d011, de81, 818f, 3fc1, 56d6, c896, b531, a7be, ecaade2015_92j18, 195a, 5f44, 3f2f, acadia14_589l, 8065, 4c9d, sigradi2013_173n, 371b, 3df6, f743, 41d2, 5726, caadria2017_058s20, fe8a, 3b14, a933, a802, 0cf7, ijac201412303d8, 76da, 791b, ed4c, 2460, 162f, f9aa, 962a, 5e91, 60f0, 8aa2, 8baf, 4116, b01a, ee06, 9eb0, f065, 4690, c62e, 2d5f, ascaad2014_004l2, fdba, aabd, 1634, 5c3d, 045d, 57f4, d400, 147a, d7f1, acadia15_483j21, 4f00, f29e, acadia16_244j15, ecaade2016_185w49, d70a, 956a, 7840, 7301, d8ed, 67ac, 18d5, 990e, aaaa, acadia14_145w, e00d, fedf, 666f, ecaade2016_217l56, f737, b9cd, 9a07, af86, c5f8, a834, 8157, 4a68, a2f6, 8498, sigradi2014_178l5, ecaade2015_21r3, 61e1, c7e5, 5b90, ca09, 551c, 2c83, b3b5, b5e5, ee73, 3dfa, 7e3e, baf3, acadia15_407n17, 3aff, 341f, sigradi2013_386l, 0295, caadria2015_126r20, 3c35, sigradi2014_186f6, 231e, f733, ad05, ecaade2014_240e62, 5961, 9caa, 0078, f106, 3b56, 9298, 4d20, 9e44, caadria2017_158c40, acadia14_33af, 5090, 30f6, a37a, 9072, fc71, 3b22, 77aa, ecaade2015_48b8, a639, d687, 2462, 53f2, 375a, 8d8f, e39c, 116b, a044, e6c1, 140e, 385b, 20db, 4e1d, 194f, a131, 4c21, cb4a, acadia14projects_539d, 0d9f, f686, 0409, 05ce, sigradi2015_9.347b18, 82d3, de1d, b0f6, 8db7, 0944, acadia14projects_699m, ab9b, 8288, d012, fec7, 6be9, c0bf, d566, c941, acadia14projects_189ap, 2b60, c6f9, fa3c, d46f, 81f9, 068d, edeb, 55bf, 0b5e, 79e0, 590e, ecaade2015_92x18, 3c74, 39b0, ff0f, de05, 23cc, 7f7e, ac1c, 6a2b, d850, d9d7, b037, ef81, 27ca, 90f2, ae52, db1d, c2cc, 657a, 3413, 7bdc, 068b, a27e, 5387, 9085, 4357, e4a8, d0ba, a346, 1e28, c719, f495, 82d1, sigradi2016_625zz, sigradi2013_189k, acadia14_661k, 979e, 72c8, sigradi2016_443rr, 294b, caadria2017_134x35, ecaade2014_112w25, acadia15_451v19, d3c9, c83e, aac0, ecaade2015_59a11, 0c9d, 6286, ce41, bf3c, 9917, ae5d, caadria2017_016e7, b17c, 4e9e, b3dd, 070a, 3469, 3645, 15be, 963c, b24a, d10c, 8c4e, ec60, 759c, dea4, ecaade2014_230k59, 7553, ecaade2014_214l54, c7c4, 9f73, a0bd, 433d, acadia15_343u14, 7440, b09f, acadia14projects_177ad, 8744, 72c5, caadria2017_079a24, d300, ecaade2016_021d6, 36f6, acadia14projects_473ak, ecaade2014_084d20, acadia16_298j18, 45c8, a993, caadria2015_049a6, ff9c, d27f, d900, c60e, 1ace, ec9b, 1af1, 8b5c, ab90, 03ab, 39f1, d86d, 972a, 1750, 6f80, e793, 14f4, e492, 565c, ed2d, 3a00, d1d8, df3c, 5ad5, 31e6, 23ec, 3c2f, caadria2016_023n2, acadia14projects_517r, 09d4, 6a3e, ecf7, d7fb, 5c9d, 92e6, d706, 9ecd, c149, 7377, 5081, caadria2017_054g18, de56, fcd9, e087, ijac201614104z3, f3b3, 0f38, 236e, f0fe, 78bf, 50af, acadia14_23z, f012, b8d5, 9ab4, caadria2017_046u14, eb93, 576e, 3fa4, 674c, b75f, acadia14_565ab, 8d0b, caadria2017_062t20, 4555, c650, 8232, 1990, b217, ca77, ecaade2015_241i55, d7f0, 78d4, 0684, f2b7, cd2b, c43e, ascaad2016_057o22, af35, 5df6, 2650, ed90, 74a8, fc81, b97b, c547, 8150, ascaad2014_020r3, 9edb, d03a, b936, a1da, 09b1, a10a, 8eb1, 95ad, 647a, 9ca2, acadia14projects_189ax, b14a, ecaade2015_209v46, caadria2017_074g23, ecaade2014_140m31, caadria2016_703o30, fe4f, 0147, 8e30, 2efe, 6ed2, 66b8, ecaade2013r_013v7, ecaade2016_129c36, caadria2017_182o43, d357, ecde, sigradi2013_386n1, 38fb, caadria2015_142k23, acadia15_357v15, b63d, b4bd, 2944, 2d71, c760, fdd8, b1ee, 1e34, 55a0, eabe, edb3, 61df, 0708, 604e, a900, acadia16_260g16, 25d4, 90e8, 6370, ae48, ecaade2014_180c45, acadia14_627am, befe, 6dc1, dc47, caadria2017_132k35, f47a, 143a, 00e4, c9f7, sigradi2013_407, 3787, 1df5, a70b, acadia16_78p5, 728f, 9ebd, d2d8, b5a5, 6c39, 346b, 34f6, 14b4, 3a19, 9c02, 1b06, 2ac9, d062, 0031, caadria2017_005i3, 4505, a353, 985c, 6991, fcad, 227b, a114, b091, 8772, e325, sigradi2015_11.166w25, ece1, 0e88, 9167, 02f6, 20e1, 300b, c189, c8dc, 3389, ebe5, sigradi2013_411o, 84d9, ascaad2016_038v14, 6f66, 005b, 07a5, 8dd7, caadria2015_102x15, 322b, f875, 3471, 274e, acadia14projects_111h, 1664, ff04, 2b00, 3448, fcd0, 9828, 36d2, 56ae, caadria2016_507r21, 9020, aa06, cb6a, 0c39, ecaade2016_095j26, 7e6d, f15d, 347f, ccfa, e79c, 3b11, 4b90, 1111, a72e, 073f, 9f80, fa7a, 51d8, ijac201513104j3, ijac201614306x3, ff5c, 3a2a, 49e1, 661a, 4749, sigradi2016_356c, 92e1, c568, ecaade2015_241c55, abe1, 35ee, c96a, b0e0, 417a, 1cac, 37fc, a1af, f659, 6812, ed4e, ijac201614302u1, 39c2, c83f, 9128, b0fe, 5718, a598, 6805, 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caadria2016_517i22, 52fa, 4345, sigradi2014_213b8, ecaade2013r_011w6, 580d, cee0, 8305, 7209, caadria2017_043y13, 4b0c, d5ee, f4b0, 6729, sigradi2016_383ii, 0b6b, 3a7a, d81f, 1516, ec66, 7b13, acadia15_185w6, 1270, 1da3, d42d, 469c, c787, ae10, b461, 771c, 1f39, sigradi2015_8.27m10, 6df9, 220c, 6670, 3341, 0fdc, f3d3, 0418, b3c0, 54d4, 68a8, 2726, 3814, 5f67, a7f3, 7449, 66e0, c06c, ce5f, 6fcc, 1769, 39ba, d3b8, ecaade2014_198k51, 317a, ecaade2015_86k17, ecaade2016_147r40, 5ada, 0e0d, 9c30, c22d, sigradi2013_421k, a1f8, beab, f41d, eb7e, 204a, 6d26, ijac201412303l8, acadia14_311v, ascaad2016_007y3, 7e74, 7ddd, 6019, db86, 5c57, 01e6, ascaad2016_046r19, 0e7c, 0627, f080, acadia15_211o8, 6bd2, cb62, c940, 7d22, d3dd, 4233, 543b, caadria2015_108p16, 37a3, ebbd, d818, 3d3b, sigradi2013_41v, 7da0, 759b, 9b00, 0712, 558b, bcd4, 2f86, 03b5, b302, ecaade2014_088i21, caadria2017_029l10, 9df3, 4d4e, 0d23, 562d, f279, 14b9, 2c0e, bdf2, 082f, 6e1c, 28e9, c3ae, ecaade2016_230h62, d8cf, 0ec9, 66ef, 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ecaade2016_127w34, bde4, 863c, 14c4, ijac201412402f5, dd03, 33e7, 053b, acadia14projects_101ad, dee1, a2d6, ccec, 5032, dc2e, acadia16_88n6, 6f69, 4820, 9171, ijac201513105y4, caadria2015_126d21, 8ecf, 33bb, 7ddf, 8db4, sigradi2014_347r10, 9fd3, aeb8, 4583, acadia15_251l10, a45b, 7d83, 261c, sigradi2013_326f, fe11, 62a6, 0137, 5752, 1ea6, eecd, 9e3c, sigradi2016_805gg, sigradi2014_345g9, 4e85, 5b9d, ecaade2015_18w2, 3377, 8918, 83ef, 69b8, ecaade2013r_017z8, 0138, dc1c, 2ea8, fed9, acadia15_173u6, ecaade2016_037z9, sigradi2014_345p8, 5bb7, 792b, 7856, ae37, 897e, 9e42, 145e, ecaade2014_225n58, acadia14_479au, 2cde, d886, ascaad2014_014z7, 8a0a, e976, 02ac, b5cc, 5c59, ijac201614408k5, e2c2, 2201, caadria2015_015e3, fe29, caadria2016_507o21, 56d4, e638, sigradi2015_3.201p3, ascaad2016_003r1, c8a5, d11a, f2fa, f915, df41, d14a, 5227, e3cb, 2ae6, b8a5, f8fb, 036b, 2c75, ecaade2016_166n47, e9a7, 31e4, 3c8c, 8836, 6821, ecaade2014_078t18, caadria2017_028e10, 116f, 3da5, 510e, 1ee7, c6ad, 553d, 5d8c, 51b9, d2b2, 9a4b, f10c, d083, sigradi2014_273p2, 71c3, bc8c, f4c4, adbf, sigradi2016_530gg, 43fa, 16ff, 6fed, 8c21, acadia16_72h5, 5213, e776, 8f4b, ff45, 38c5, f1d3, 18c2, 1e55, ijac201614405j3, 655e, 8cb0, 9b4e, 9e8e, 083f, 6544, c20d, c1c7, 5ae8, 6f13, 88d3, d589, a470, acadia15_483z21, 7521, 46f5, f9ff, ea1c, ecaade2014_084u19, 6a77, c051, f079, 0c02, acadia16_372f23, caadria2017_158w39, efa6, 825a, 62d1, a32c, d6c2, sigradi2015_sp_2.112i29, ecaade2015_161d34, 8c1e, a65b, be09, sigradi2016_792i, c7f4, ascaad2014_024y5, c2b0, e3b4, acadia15_95d3, 09cf, 34a6, 7ec8, a21e, 9640, 05d0, 1574, 9204, ecaade2015_130d26, 60ec, ecaade2015_206u45, caadria2016_415v17, 7fd6, 5562, 8651, sigradi2013_387u, ecaade2014_016h4, 3aa3, acadia14projects_237as, acadia14_101s, ecaade2015_318v69, ijac201412203k2, 52f8, 80f5, 86c9, 4790, 8113, 022a, bc75, 396c, a035, 51b3, 4a45, c696, a9bf, ee0a, e0f5, c341, 9843, c2a0, acadia14projects_145aa, 8063, 1789, ecaade2014_140j31, 5b81, 2b0c, 9784, dab1, caadria2016_641o27, 0fd6, fb98, 01fb, 9427, b5c6, 2568, 9f76, 58b1, caadria2016_539a23, c51c, caadria2017_005u3, 7abb, c0f0, fecc, 9316, 74a4, 52d7, 8f4e, 4d36, 302e, 8aa5, 8a4e, 0017, f1f6, 5184, cd43, fe95, 621b, 95e0, 3cb9, 7198, ecaade2016_065y15, 2172, 748f, dfbd, 9506, 1b70, 2a75, 0bc3, 4e3d, d208, 7958, fc55, ecaade2016_119p32, 2290, 94bb, 59a8, 508a, caadria2016_641t27, c2f7, 17d8, de7e, f43a, a17e, 8fbb, 6c68, 5e7e, badc, 2a6e, 6fee, 0428, dc3e, 191c, 599f, b2f5, da80, 9a7f, 7ab7, ecaade2013r_013w7, 3af2, 6c44, a2e3, f029, ecaade2015_33i6, f846, fb23, 8d75, e54e, b553, ab6c, 3476, e0d6, 0cd7, 93b0, 1013, 58ca, acadia14projects_219f, da49, 8087, 03d9, 795c, 4280, caadria2016_271x11, eaf3, ecaade2015_127a25, acadia16_280a18, ecaade2014_052n12, 400d, cb5d, 096e, b2f2, 74b9, 4e63, 445a, ecaade2015_170u35, 0843, 501d, ea3e, sigradi2013_95r, 16ec, c8f2, ascaad2016_018l7, f50f, b397, 62bd, 9609, 0b55, 1501, c0b2, 07cc, b0e2, 7d30, 9458, 9c74, e500, fda4, 6635, b6fd, ascaad2014_019j3, sigradi2013_226a, 3280, 0994, 6660, 61f9, 207a, 31ed, 8129, 9a83, 56f0, aa20, 2d46, 67d8, acadia16_260o16, be44, eea9, ecaade2014_109m24, 1cb8, aa6d, fd9d, f928, 2204, acadia14projects_317u, acadia14_339ab, ecaade2016_113d31, 5ff5, caadria2017_096m26, b7bd, ef7a, 35b3, sigradi2015_12.297l28, aa21, 128e, ascaad2016_022a9, 8190, 0687, c6ec, cefb, a9cf, 9840, ijac201513303d11, caadria2015_111g17, 0baa, 4c88, 6e49, ec28, 8b43, 2fd2, 8aec, f169, caadria2015_185l27, 557c, ecaade2015_152u31, ecaade2015_114f22, f091, 66ce, 1263, bf25, c508, 141f, 0c3c, 36fd, 8416, ae71, 73a0, afe5, acadia16_154h11, ed81, 8fd4, b49c, b4f6, d3be, 02d8, 7e69, 45ab, c11b, 1c13, 6da2, 6c2c, 08e7, a666, 28fa, e659, ijac201412404x7, 506b, 9744, 7b3c, 1b35, d5da, 88b0, 550a, ecaade2015_318s69, 9707, aca3, 26ea, ijac201614208i13, 8e66, 44e9, 7221, ed5d, dfc0, 20c3, 5759, 2742, 0bd2, 2ad2, ac33, ab83, 3221, 4838, 9090, 53d1, sigradi2016_690c, b922, 4e28, 82bc, b65d, b194, 002e, caadria2015_030l4, 7c31, 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faf8, 2ac6, 64e8, f5ba, 9a13, ec69, f391, addf, f726, ecaade2015_206b46, a7c4, ascaad2016_043e17, e0c8, ecaade2016_144l40, 5665, afc5, 2654, 3684, 6429, 1b3a, 25ff, 8160, 67bc, cdb6, 5eff, ecaade2015_27t5, b8aa, caadria2016_517v21, caadria2016_861z36, 2ace, d8fa, eb3f, ae84, 789c, 1046, 87bb, 8352, eeee, acadia14_53k, fb41, e9da, c522, 1f91, 4627, 4164, 0727, 3830, e996, caadria2017_079c24, b709, 3488, d5fe, 84ca, f9d5, bdfc, 19e8, 0d6a, sigradi2015_12.167k27, cd23, d00b, ecaade2016_062c15, 0164, 5458, 1f89, acadia15_483u20, 86d8, 34ee, b8eb, 76e7, 9eb4, 0fbd, bc3d, 4752, b4c1, 0ef6, 38b1, 946b, 8f84, 93ab, 71ce, cd11, 3522, sigradi2013_98z, ecaade2015_72u13, aba0, 9259, 9195, 2c13, sigradi2013_248e, f1e9, 11c8, f508, 41cf, 2a27, caadria2017_062y20, ecaade2014_112e26, ijac201614404v2, e0ed, 3362, 792f, c557, caadria2015_073h10, b9ef, aeb1, f1ab, 8777, 019d, 635f, 538c, 2d1b, caadria2015_032v4, 4de4, dbbc, caadria2015_206e30, 478a, f157, c4ed, 4f7f, d814, 30bd, b8d6, 2b87, ecaade2015_233x52, 422d, 92df, acadia15_243c10, 7f78, 9c78, acadia15_47j1, 6394, sigradi2016_690e, 50ea, c027, 749d, fc77, e630, ee48, caadria2016_281l12, 0053, 7a79, d4ec, 6606, 5092, e37b, e6b2, 9dfb, 5d2c, 6045, 246e, a76e, 55f7, 89db, c7fe, 670b, caadria2016_291r12, 5e44, d423, aab6, 821b, 056f, 4db3, e8ac, f953, 7303, 69a6, 0018, 9af0, caadria2017_074k23, 6a38, ijac201513104l3, ada4, a8e4, 5ea4, be06, sigradi2015_11.166f26, eff6, ijac201412304p1, 2bd6, sigradi2015_4.219z6, 714e, 3451, 3b87, 804f, 40da, 3de9, d205, 81ae, ecaade2016_208v53, 7587, acadia16_214a14, f86a, 140d, 846b, eb8d, 3858, 25ca, 0264, f1f2, ca9d, fc5e, f44e, 134f, da43, ce5a, caadria2017_029j10, ecaade2016_046o12, 5607, sigradi2016_685pp, c175, ff7b, 2eba, 3cf9, 2945, caadria2017_182x43, e419, ed6f, ecaade2015_318p69, 5de0, 68d8, d415, 4718, b56b, 1fc8, ab10, 0375, 5e12, 6740, 7bb5, b3ac, 3be1, e831, 91db, sigradi2013_100b, 5e01, 4978, ecaade2015_55k10, ce30, d367, ecaade2016_203f53, e62b, e983, c943, 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ijac201614208u12, f963, f67a, c6e4, sigradi2015_9.347o17, caadria2017_113t29, b378, 9cbb, 7b8a, 22ab, 9b0b, ab15, 16a9, 50da, 577a, f625, 7139, db84, d74f, 10cf, 999d, 6e16, 25d2, 2ab9, 04a1, 0b3e, a62c, ac29, ecaade2015_158v33, be59, sigradi2014_284y3, db40, c6ae, d6ee, 9bef, 920e, ee88, 6dfc, cdc5, 20a1, 0cef, ac1b, 204e, caadria2016_281c12, 4d3a, bef9, 2326, ecaade2015_227m50, 2c42, a6c4, e00a, 4206, 5506, 0a7a, ijac201614305r3, f1d5, 5579, acadia14projects_115aj, 2ea9, c360, 08d8, sigradi2014_197c7, sigradi2013_401p, caadria2015_090a15, f873, 065b, 6c08, d83f, sigradi2016_751mm, caadria2015_246a36, ee83, caadria2015_105f16, 2b12, 28d0, sigradi2016_383ff, 1f82, eb30, acadia14projects_699h, a290, ecaade2013r_002f2, 96cb, 6407, sigradi2016_764g, c879, 25b4, 1776, 15ee, acadia14_375b, ecaade2016_223o58, 1bbf, caadria2015_049c6, 8ce4, 047e, caadria2017_122x31, dcd2, f64d, b7fa, ascaad2014_029p8, 13dd, 60dc, faa5, 55f1, 5a3f, c653, d504, ecaade2014_180j45, 963d, 1873, 562e, 18b9, 96b6, 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9407, a916, caadria2016_013e2, 887d, ad5b, 38ae, c364, ascaad2016_056e22, e5f6, ecaade2013r_001f1, ijac201412403p5, c2e8, ecaade2014_184k46, 4645, caadria2015_033b5, 284e, b0d7, 9790, ecaade2015_269p59, 5967, 8244, 7042, 19d5, 6d02, 9441, 8847, 43f0, 3495, d72b, a6b0, ecaade2016_102n28, 2a69, 26c0, 40bb, c769, 77f8, 080c, 293d, 55a5, a497, 04b5, ijac201513104x3, 74b4, sigradi2016_441ii, acadia16_12t1, f41e, 6d36, 785e, a20c, 2c1a, a63a, 3c34, 81a0, 41b2, 2697, 09f8, ecaade2013r_002u1, 0ae4, d7e0, f271, 4962, f992, ecaade2016_225n60, ecaade2015_53x8, 01ae, 85f1, a207, 72a6, ecaade2013r_007b5, 5b51, 9246, 4801, ecaade2016_140z39, 0c97, 3b7b, ce90, 5fad, e9ff, acadia16_214c14, 7393, ae4a, 6654, ijac201412301v5, 65d0, 4b0b, c4d6, ba5a, sigradi2015_3.155l3, 40b8, 6246, f8a0, f6e2, 9a3b, b9a8, a4f3, ecaade2014_185t46, acadia16_214f14, 9a28, ijac201513104g3, 64ea, 46da, 1f44, c078, 08cb, 5084, ecaade2015_319h70, sigradi2015_4.219j7, 405d, 42f2, 2e23, caadria2016_651i28, fc9d, 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