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 ecaade2007_021
authors Mannan, Ashik Vaskor; Uddin, M. Saleh
year 2007
title Natural Behavior and Computational Logic for Optimization of Architectural Design
source Predicting the Future [25th eCAADe Conference Proceedings / ISBN 978-0-9541183-6-5] Frankfurt am Main (Germany) 26-29 September 2007, pp. 493-498
summary In recent years much avant-garde architectural work has been dominated by a process based theoretical paradigm, inspired largely by various thinkers, critics, and philosophers. This particular ‘process practice’ attempts to address the paradox at the heart of contemporary production, by looking dialectically at the relationship between structure and ornament in nature with brainstorming and use of computer simulation. The goal of this paper is to develop a computer optimized system that can generate solutions for defining spaces involving a number of contextual relationships of activities. In particular, this research undertakes a pilot study (working team: Ashik Vaskor Mannan, Masrur Mamun Mithun, Lau Hon Yee Damien) on pattern and behavior in nature and implements the findings in to an architectural problem. The Initial Research focuses on Theory of emergence, Analysis of swarm behavior, and Analysis of ant system. Specific urban sites with different behavior patterns are chosen in Barcelona where this process is implemented to examine how they response to this course of action. This Bottom up method provides an optimum solution instead of a top down solution for an architectural problem
keywords Design optimization, computational logic, natural behavior
series eCAADe
email suddin@spsu.edu
full text file.pdf (1,566,887 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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acadia16_488v28, 8c8e, ecaade2016_025a7, e035, caadria2015_004g1, ascaad2014_020s3, 906e, 263b, 29a3, 5bd0, 8760, 9662, 05ff, sigradi2015_3.111c3, acadia14_655ah, 0cdd, 4b12, acadia14_699h, f684, ecaade2016_168h48, edd0, 51bd, c407, ecbd, d0ea, d94e, 4d95, acadia15_123i4, b499, e2b5, sigradi2015_10.267p20, a240, 9ccd, 6bc3, b711, 5e73, 7fe3, 2bf4, 9388, caadria2017_063b21, d016, 5744, fff1, caadria2015_096j15, 85e9, 6141, 88eb, cfa9, ijac201614403j2, sigradi2016_571rr, cacd, 79b7, 7513, 75ba, 0f0c, 7187, caadria2015_142n23, 4a9a, b83a, 87cf, 5b1b, ecaade2014_233k60, acbd, a0a9, ecaade2015_180y38, adb8, acadia15_47i1, 0c88, 0588, ascaad2014_023v4, 7332, 2f64, acadia14_565h, c246, 3f7b, fa54, e531, ed99, 7be1, ascaad2014_005p3, acadia14projects_661f, caadria2016_311z13, f54d, ac68, acadia14_247g, fc23, 55be, ca28, b2f5, 51ba, 26d1, 02e2, ecaade2014_023c6, 6fa0, 2ca1, 0ffd, 557b, ece3, c66f, f35b, 1235, 02dd, d7b8, 963b, acadia14_81k, 32dc, 8d89, acadia14projects_671k, 0fa4, 7b49, 8b70, 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ecaade2015_53p8, 0440, ecaade2016_ws-dleadj68, sigradi2013_194h, 1fbb, sigradi2016_801v, f60c, 39f7, b32d, 9963, ecaade2016_167d48, caadria2015_090p14, 42e5, caadria2016_045f3, 36fd, 5ec1, 4a2e, 9838, e332, 6246, 6d91, 2324, a659, c2f9, caadria2017_096v26, a45b, 10ab, 373e, f726, 8d86, c7b9, 98be, ecaade2016_048c14, dcd8, sigradi2016_417mm, sigradi2015_10.378c23, 7ad8, 9616, 5641, 2366, 4e3a, sigradi2016_764g, d7f1, 9eef, dbdf, ffaa, acadia14_229m, 3812, acadia14_539b, 2c36, 600e, aa17, e3a9, 076f, c731, ecaade2016_018b5, 40f2, ecaade2014_201j52, 7d00, 1569, 0e59, 97b8, 215b, 6595, 6d5a, acadia14_699t, 12e7, cb4f, 203f, e506, 29da, b28a, a2b4, b8e5, ascaad2016_028u11, ecaade2015_271c60, ecaade2016_017n4, a1f0, b5fb, ecaade2015_241g55, sigradi2013_95, 8ca3, 7ef0, b570, 1545, 914b, d8ba, 4d3f, 2ffe, c818, 13c6, fa24, 4e55, 5730, cf9d, ef3e, 5dd2, 8064, 31ad, sigradi2014_103w8, e751, 9480, e6e4, 982b, 2c7a, 53f0, dd68, 90c8, 67d5, 2f8c, acadia14_375e, ced8, d3cd, cd98, d577, f4c2, ddb1, 6cfd, 9050, 8ac3, 033e, faca, 6cad, 09d4, caadria2017_168b42, dc02, 05dd, 2ec0, 943f, acadia14projects_177ad, fdbe, 10ae, 77d3, a074, 9100, b036, sigradi2016_696x, af23, 3b73, 2cd7, 3a13, 754e, 6515, 4b51, 34a9, 0975, fb58, 5e53, dc71, ijac201412406l9, b4fe, sigradi2016_625uu, d4d4, 8406, 99c1, caadria2015_014l2, 9359, 8a36, 0a9d, 55a6, 12bd, e6bf, ijac201412206x4, acadia15_243y9, 01df, dac7, c138, 07d5, d8f0, 3a09, sigradi2014_347o10, 33a2, 9b7e, ijac201412304o1, 89cd, 24ca, 693d, ijac201614103e3, 424c, b4dc, ascaad2016_048g20, f1b2, 42cb, 673f, ce73, ec87, a5e5, 7eea, 66d1, 56ad, 263c, bcec, 2e96, 3bbf, 8958, 8b78, fccf, 09d5, 3cbd, db4f, e10b, e1d3, 2f4d, 3cfe, 298c, ecaade2016_108r29, 28d6, f582, 43a5, 3439, acadia16_352v21, 9809, dd5a, df1a, f11f, 8281, 105f, 9b9f, ecaade2015_59a11, sigradi2014_132m1, dbd8, 5a7d, 2699, sigradi2016_756a, c9df, e23c, acf0, 99f9, d051, acadia16_24y2, 1eba, 257d, sigradi2016_724uu, d1b3, edcc, caadria2017_142h37, 25aa, 29bc, bd1c, 6c44, 2ec8, aef6, 9405, 941e, 58d8, b3a2, ecaade2015_64c13, 6e99, 4f27, 54a4, 3073, ecaade2016_222m57, sigradi2016_534rr, 2971, 1fb6, 211b, e2bd, acadia14projects_317ac, sigradi2014_074j6, c0af, db0f, sigradi2014_132z1, 6e20, ijac201513302j10, sigradi2015_10.309w21, e3c7, 40b8, 9f9d, d70b, ec23, 5c52, sigradi2016_732g, c944, 41aa, f0b1, 1b95, ecaade2016_129g36, 8ae3, a186, sigradi2014_345o9, 3c43, 7f23, 8661, 851e, 3b48, 4af8, acadia14projects_463v, ecaade2014_092f22, 63e8, 090b, 947f, 2237, c21b, 7fd1, 00c5, sigradi2015_10.140j19, 3ef4, a438, a7fa, d248, ecaade2016_068e18, caadria2016_229u10, fc7a, d529, a3a7, c0f9, ea20, dbfb, e31f, ecaade2016_027y7, 1eca, 7c4e, a3fa, ascaad2014_010p5, 04f7, 32af, 8001, a316, 856f, 3b21, a4c3, 1634, eb1a, a8b7, 627d, c74e, d147, e1f9, 658f, 4349, af3d, 030e, ecaade2015_194s40, 08d5, acadia14_153ax, a5cf, ea9d, ecaade2014_139c31, 310d, 7d7f, 2a89, ca19, caadria2017_054f18, ec67, 454c, 94e1, 4f65, 18af, 845f, acadia16_290f18, 7d10, 65f7, 9277, 886a, ecaade2014_113r26, 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200b, 756d, 2185, ce96, 3249, c07e, acadia14_699f, 8b9c, 4901, 30e3, sigradi2014_284e4, 96fe, acadia14_531v, d47a, e628, ddbe, 1230, e5aa, c26f, caadria2015_124s19, f5ab, 4a27, 5e42, f780, 3a1f, 2521, 0545, f692, 2116, 6f39, d51a, 437b, c718, ff60, ecaade2015_307n67, 17c2, 865a, 90d5, ab17, acadia14projects_267g, 8f45, 0ec5, a8fc, b63d, 89ab, 6018, ascaad2016_032r12, cddc, caadria2016_291o12, 1ea5, 9ea3, 4f98, eabb, 6da2, caadria2015_004n1, f1e6, 8cf5, 52d9, 6be3, 7a35, ce0d, ecaade2016_016d4, ecaade2014_157t38, 3269, 4634, f144, d9a8, e38b, a88f, ecaade2015_22z4, ecaade2016_085m24, acadia14projects_81m, 0c11, 53b3, bdc5, 9e0f, d836, 0122, ed7c, 0f48, sigradi2013_381l, 3d44, 9df1, 3f0a, e92c, ecaade2013r_006t4, cad5, ecaade2016_067m16, ecaade2015_293y63, 0625, 9827, ac88, 3cde, acadia14_339al, 3b9f, cc81, ecaade2014_186u47, 568c, 9ca5, e154, de92, e4e5, d0ba, ecaade2016_158c43, 035b, 99b3, 038e, f7c5, 1b97, 5c69, fa19, ecaade2014_094p22, 33f4, 3d48, 3618, ijac201614104e4, 2e89, c062, 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3e20, 392b, f4bb, 4a88, ascaad2014_014h8, 4352, 117b, 8cd7, 28bc, da2c, 4175, ecaade2013r_013v7, 2e49, 8193, caadria2016_851h36, ascaad2016_025p10, 04c7, caadria2017_113v29, a290, 5f0c, d966, aa6c, 139a, acadia14_43aa, ijac201412201r1, a9e3, ecaade2014_084y19, 5017, ecaade2014_141i32, b8e1, 4a06, 4212, d171, ecaade2015_136p26, 99a3, 9b90, 4b90, cd3b, ecaade2014_145g33, da28, 733e, b079, a930, 3172, b925, 0377, caadria2016_683e29, ecaade2014_138o30, caadria2017_041u12, d671, a5fb, 5e20, 44eb, 56f7, 3844, ascaad2014_004k2, sigradi2016_625a, 5382, sigradi2015_3.268h5, b0d6, 179e, caadria2016_725j31, caadria2017_101h27, ecaade2016_123g34, acadia14_365al, caadria2015_090y14, a7c2, fcb3, b714, 9209, 9ecd, acadia14projects_153ax, 98cc, 9b03, ijac201412205o4, b873, 47d2, ae91, 9aa7, 786f, 95ba, ecaade2016_203h53, acadia14_101af, 1688, 467b, 6539, a5ec, 4716, b44b, 4aa6, e803, ecaade2015_83r16, 0aff, 93b1, d4ad, 72cb, 29f0, 5f5b, b06d, 7196, 48e5, 4ffe, 9705, 286e, 7ece, c60f, a4e2, 23b8, e088, 091e, 23ce, 7966, 1602, ba12, ecaade2016_102r27, d471, 335a, b9c1, 24b1, 3e84, ecaade2015_287j63, 8180, c177, d34a, acadia15_263y10, edc0, 2a29, dd83, 6f13, f893, 87c6, 1155, e120, 8059, 219a, ascaad2014_033f1, 2c3b, acadia16_414x24, 40ec, e469, 382f, dbf3, 15fb, acadia14projects_473af, 065a, 030f, 9057, acadia14_549s, f133, acadia14projects_609ag, 6af7, ecaade2014_088d21, sigradi2014_049i5, dc3e, a92e, b1bc, ac60, ecaade2014_224x57, b357, 02eb, e376, 9f07, 43e1, ecaade2015_320s70, 2da9, 7432, caadria2016_767v32, 6f60, caadria2016_395u16, 1b5b, 6311, 192f, a37a, 45ec, 542f, acadia14_661i, 697c, cca1, 1ef6, d9d3, f5c3, 8ce6, 3203, f88e, ae06, 06ae, 6175, ijac201412305f2, 5f75, d701, ecaade2016_238l63, caadria2017_029k10, f665, ecaade2015_268x58, caadria2016_271a12, 8fee, c5e5, c48e, 9111, ecaade2014_155z37, 3aad, sigradi2013_268i, ecaade2015_202n44, 7229, acadia14_101m, 9021, ae6d, 1a10, d02e, sigradi2014_284v3, 3da8, 33ee, d92c, 0802, ecaade2015_17f2, sigradi2014_314m6, c8ea, e440, e6ed, a769, bfb7, ecaade2013r_003u2, 5f4b, 93b5, 84b8, ecaade2014_206k53, 7192, 17ed, sigradi2015_3.221p4, 22a7, e951, e765, bba3, e930, 4776, b405, 7107, 3312, 139c, 0e2a, d300, dc8a, sigradi2015_12.259a28, 680e, 5610, 3f34, 97f1, a2e0, 6b5b, 3920, 99d8, ddc9, dc80, 931a, 5bec, 77ee, a3ce, 18a4, e233, ecaade2014_224t56, cf4f, ecaade2016_043x11, 8c88, b04d, be88, 6156, fa71, 26c5, acadia14projects_153ap, cf48, e4af, 8ced, 2428, 79e5, sigradi2015_8.47g11, 223a, 65f2, a712, 7f78, ijac201614103m3, 2446, acadia16_88h6, 0b38, c37a, 5da1, 11f0, 0752, acadia15_161j6, dc0b, 0017, ecaade2015_48d8, b819, 0893, b450, ea83, 689c, ef7b, a052, 5c1b, 487f, fa4d, c156, fe54, ecaade2015_196r42, dca4, 10de, 347a, sigradi2013_342j, 1bf8, 286a, e1e0, 6e49, ecaade2013r_004o3, f7a2, 8861, 8584, 1251, 36a9, c5e2, sigradi2015_9.152t16, acadia14_619ak, f236, 7141, cb71, 62eb, d4c0, ddd9, 3aec, 2a63, 82f0, 57ec, d26e, acadia14projects_479ap, 12ef, 0c42, 95cf, 9ffd, 9fde, 7153, ecaade2014_192b49, 5fe4, f285, eefa, a7f6, 9e84, f95a, c67c, b582, 90a5, 5307, caadria2016_425d18, 277d, acadia16_224x14, bde4, acadia16_424i25, sigradi2016_583yy, ascaad2014_018c2, 94fe, fb5b, ecaade2015_227w49, 6e23, 9467, cdf7, 9add, ca12, 27e1, 9b26, f795, ecaade2014_151s35, 0881, 934d, eb4a, ed67, 8965, 89c2, 6d02, 68f6, ecaade2014_163w39, acadia14_691as, f78b, dd62, 1a62, 5dce, bdb0, fc42, ffd9, 1f8f, 09d9, c01e, bc73, 2514, ecaade2014_011d2, ae82, 3411, 9ddb, b41a, 7271, sigradi2014_201h7, d2af, ascaad2014_011y5, 93df, aedb, ecaade2014_187g48, 73e9, 0c6d, b7b0, 5bb6, e664, ea05, e03f, caadria2016_861c37, 7336, ascaad2016_037e14, 8adc, dd54, 7be8, ijac201412204b3, 66b9, 426e, 5a69, acadia14_609as, 312a, b0b1, d38a, 0547, 3375, 0732, 4139, 7890, acadia16_116v8, e3de, 4826, caadria2016_147i6, 5c59, 37a5, 54ca, 5b35, f497, ijac201614303u2, 5b74, caadria2016_777w32, 9ef3, f580, ijac201614309l6, 533b, 7b6e, 1cf5, cc80, 6d96, b8f1, bf1c, 1158, ijac201412407c1, ecaade2014_206s53, 5def, 7074, 1d37, a173, 6d6b, d8b9, 01f5, 1f61, 2c60, 33fc, e13e, ecaade2015_152c32, acadia14_589j, dd6b, 1480, d6b3, acadia15_343z14, ecaade2014_197i51, cb74, ijac201614403f2, c733, 2637, ecaade2016_tkor66, 9939, sigradi2015_8.239a14, c606, 729c, ascaad2014_003r1, 46de, caadria2015_117u18, sigradi2013_117d, 691d, 750e, 678e, 0d2b, 242a, acadia14_333au, 9bc9, d211, e207, 622c, bd1e, 39b5, 689d, d084, 7914, 0c53, 7baf, c6b1, sigradi2013_381, 59ca, 9cdf, 2863, 9d60, 4315, 5aa8, 0e52, 664d, ecaade2015_221y48, 710f, caadria2015_067k8, 7f83, 3ae9, caadria2017_149i39, 48c6, ecaade2015_229n51, 0bcd, 9ddd, ef3a, f6b3, 7d9a, 831d, 30b3, c350, 8159, e762, eff8, ecaade2016_217h56, ascaad2016_045s18, 009c, 60b9, 213e, a1c9, 04c5, e66f, caadria2015_203h29, f8ca, 6f8c, 7426, acadia15_357t15, d6a5, f127, 67e8, 8c03, sigradi2013_184, 2f51, 3aa4, 4535, ecaade2016_045l12, 4140, 8b56, 0686, 4aee, acadia16_88l6, 1e71, 5c86, 3dfe, 0aa6, 2934, e661, a5e1, d111, b0f9, 6b00, 6c43, 4024, 910d, 9b18, 1fc7, c099, d123, 08e1, 237c, eec4, 899f, sigradi2015_4.219i7, a957, 859d, ecaade2014_184g46, a167, f16f, 64bf, acadia16_318g19, 911f, ecaade2016_241f64, b08e, 3c0b, acadia14projects_23v, ecaade2016_241e64, 49f5, e223, 412a, 8147, ecaade2015_231r52, 5acd, c71c, sigradi2016_415ii, 4196, 5707, aa27, ca9b, sigradi2013_326n, 954d, d095, 4c23, acadia16_352s21, 85ba, b1f3, ascaad2016_033c13, a4fa, d598, ecaade2014_206z53, f2d0, 3e67, acadia14projects_681ai, fb07, 5aed, 2567, bb4c, edf2, fba5, 7c59, 4d77, f491, eb50, acadia14_479b, 2fd1, 4e8a, ecaade2015_114a22, 71a0, 6845, 06a1, 394f, f609, a552, 3792, f0cc, 83f4, 20f8, 72c3, ecaade2016_113d31, e5e5, 3bc8, 79a8, ebcd, e1b1, 33f2, 47ab, sigradi2014_247l9, e899, 00ee, 6898, ecaade2015_17g2, fed4, 7cc4, caadria2016_839m35, 9cd1, a6be, 4b89, 0e70, c186, f611, 3f8b, acadia14projects_43am, 6295, 479f, a5bf, 3169, 40f0, 2294, 6150, c7ad, a6f5, caadria2017_096n26, ea74, caadria2017_096d27, 1009, 8b59, acadia14projects_199ac, sigradi2014_197c7, c98b, f464, d712, f4e5, 9b92, ab4f, 0b8d, 8252, 8de1, bc8f, ecaade2016_028m8, 7ab8, fc40, 0ce6, 124f, 861c, f8b5, c0ad, 0a63, f340, 1040, ecaade2015_27r5, bc36, 8a72, 9cf9, fdf7, ecaade2014_215c55, ecaade2013r_019c10, 7663, bb32, caadria2017_129m34, d3a5, 82ce, ecaade2015_194o40, c0b0, 0d57, fbf6, acadia14_601x, 4da0, 96a1, b067, 986f, 518d, d17a, acadia14_399an, 40a7, 655c, 871e, b713, 98c2, fe91, d65e, ijac201412306e3, ecaade2015_59l11, acadia14_463a, 1c3e, 011b, 691a, 45f6, d5c6, 76bd, ascaad2016_030d12, 52a0, ecaade2015_155u32, 1573, 0a4d, e09b, f0ab, a7e1, 1c92, 1222, cb04, 80c3, a2a0, ecaade2016_170v48, 8577, 2071, 560c, 7b07, ecaade2016_210e54, ecaade2015_53p9, ecaade2015_253u57, 09c6, 1473, ecaade2015_293z63, 7afd, 719e, 0854, a6f4, 5b01, a4e0, e62d, 523a, 2a40, c46f, ecaade2015_185p39, caadria2017_123m32, ecaade2013r_015t8, 0118, 600d, 2351, 2b86, dd91, 9a57, 9685, 228b, ijac201614308l5, 45bc, sigradi2013_400p, a301, b242, d5c3, 6a69, 1096, 457b, 0ab3, 6e37, 4b53, ccad, a52a, caadria2016_095z4, 7652, caadria2015_010u1, 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sigradi2013_30b, 3a18, 2417, c1df, ecaade2014_014b3, 1932, 1658, acadia16_106f8, ascaad2014_026d7, a8d4, 0fcf, sigradi2014_030w1, caadria2017_142s37, 3f8d, 5292, 2d68, 94b9, sigradi2016_421yy, 5847, caadria2017_136p36, caadria2016_157y6, 649c, fcfc, 4cc1, bc9b, 438b, f8ee, sigradi2016_732c, ijac201614201v6, sigradi2016_741hh, 927d, c008, f091, c439, 6566, 77c5, 58c9, accc, c0c3, 22a8, ce52, c110, 8cf9, 37da, ecaade2015_116e23, 1a05, 8518, caadria2015_126r20, 77b1, 138a, 1a46, 0eec, acadia15_47f1, 5fcd, sigradi2015_10.267u20, 460d, 46cb, 964d, caadria2015_043i5, 4ac8, 2f69, 76ec, 9d7c, de61, d390, d230, 7981, caba, ecaade2016_239a64, 8880, ebe7, acadia14projects_145aj, 527b, ecaade2015_109y20, 1e8c, 7876, 3657, 43ce, f7af, eab9, ascaad2016_025m10, d174, 45d3, ecaade2015_206v45, 1aea, b601, acadia15_469p20, ecaade2014_168y41, c11d, 3b8f, 2994, 1329, a56f, 99ea, 7112, 0ee7, ecaade2015_17v2, 6525, 78f2, f773, 3420, 4471, f2f7, 4dff, a93d, ecaade2015_181k39, ecaade2016_032v8, fe8d, acadia14_435aw, 2874, f13c, d85d, 63f5, e424, abe3, 3260, 9951, 64c6, f94f, 3fb8, 7024, acadia14projects_445ac, 1ef9, 641f, ecaade2016_023x6, 66de, e7f7, 7830, ecaade2016_120g33, 7b04, 5d35, acadia14projects_463l, 0415, 11fc, 1553, f28e, ijac201412205w3, b5d4, a45f, 2c56, 2c15, d024, 9001, 293a, 3e41, 4164, ijac201614102c3, caa5, fe1f, acadia16_224z14, 9618, 273d, a27a, caadria2016_579n24, 5b1e, 047e, acadia14projects_153as, 851a, 0790, acadia14_81n, acadia14_627as, c667, acadia16_372k23, ec71, 75c0, cda9, 37db, 9b62, acadia16_244v15, 6d32, 0130, ecaade2016_221p56, 9466, b1b7, ecaade2014_046t11, sigradi2015_11.136t24, 0981, 1aaf, 6bfb, c60e, 53ce, sigradi2015_9.141b16, caadria2016_033w2, fc09, 9ebf, 38cd, 07fb, b9b5, ace7, aa35, ff72, ecaade2016_217n55, 3309, b56c, be53, a93c, ecaade2016_129e36, ba71, 1948, f15b, e491, 7ad4, 7b1a, ecaade2015_103p20, ce3b, ecaade2016_118f32, c0b9, 843d, caadria2017_021e8, 398b, a845, 17d7, b274, e229, bbdc, e11d, dfa6, ijac201614305j3, 1ca7, 43c2, 2fae, a7b0, ijac201614208h13, 1b83, 1060, 3c0a, c456, 132c, f5dd, 41e1, acadia14_609af, ascaad2016_013a6, db10, e0da, 3b7d, ecaade2014_140l31, 6dd5, ea98, caadria2015_096i15, c019, 0ba0, 2e99, caadria2017_023c9, f660, f1f5, 3b6d, 18b8, sigradi2016_614t, ecaade2014_057f14, 4d03, bfc1, 5189, caadria2016_579i24, acadia16_130v9, 77c4, acadia14_63as, 3853, ecaade2015_237x53, 0716, b106, 2794, afdb, e046, 70a0, ijac201412303d9, fbc2, 3768, a574, 2b6c, d424, 1ee5, 7560, caadria2015_087n14, d76f, 0b3d, 2b33, 793e, 86a0, 7e2f, fbd0, 7b12, 0208, ef08, 90b6, 4965, 49e7, 8314, 6ad3, 195b, ecaade2015_235s53, 3050, acadia15_173z6, 9582, e80b, c4fc, acadia16_308y18, b6b9, e665, 4555, fdca, 9998, 3db6, 92d2, 217c, b5e6, a5a4, 3068, 771a, ascaad2016_039r15, 0d80, 3544, 036c, 38eb, ascaad2014_014h7, 9a5b, 9bb3, 2fc7, bbc3, ce98, 1aeb, 048f, 44ff, ascaad2016_011m5, d8ef, 1397, 01cc, 40f6, dc2e, 074d, ae99, ascaad2016_029x11, 8fa6, 11e5, sigradi2014_041i3, d271, caadria2016_713c31, 2151, caadria2017_035x11, f286, caadria2016_333c15, ecaade2015_72z13, caadria2016_003g1, 5096, fad2, caadria2017_040j12, de1e, 7efe, 2e68, 347b, 45d8, ea8a, d403, sigradi2013_429z, 04e0, sigradi2014_250p9, ecaade2016_075m22, b59a, d909, 5a1c, 47db, ac9a, 99c8, 7a47, 552f, f5cb, fa9c, d336, 7ae0, acadia14projects_427ap, f18c, ijac201614403d2, ce55, caadria2017_086l25, sigradi2015_3.268b5, 1d60, b4ee, 80d8, 8a95, 436c, 4c46, ecaade2015_278r60, c0c2, d974, ab98, 43d2, caadria2017_002h1, eafc, sigradi2016_595ee, c71a, ecaade2015_35u6, 3b83, 732c, 006d, 16d6, 95ac, ecaade2015_94h19, acadia14_445ab, acadia14projects_435ac, f3c8, 020e, 473f, 8b3f, 94c7, caadria2015_010z1, 3c05, 51c7, 663a, 74ba, 5fb3, 3384, acadia14_627at, ecaade2015_55m10, b681, 1b46, 2bbc, 28c5, 8b45, acadia15_513z22, 29b0, 3ab6, 55db, 0346, 45c8, a4ca, 1f71, e4e9, e030, acadia15_110w3, 3e6a, 3aa7, acadia14projects_601aa, acadia14_125z, d2df, 99bd, acadia14projects_589e, 7210, 927a, 4224, 2bef, 05ab, b19a, 0c87, ijac201513105g4, 87d3, bb1a, 699f, 8fcc, 3f1d, ecaade2014_085f20, d263, acadia14_167ab, d273, 3858, 5fee, ac7f, eb62, ecaade2016_mrte66, ascaad2014_015x8, sigradi2013_407h, 84dd, 0cf7, 0fdc, c7d4, 4a86, ff5d, 2b04, 838b, 3c1f, sigradi2016_737bb, 1678, 7b6c, f5eb, da00, 30a5, 0403, 31ac, a75e, 6955, sigradi2013_268f, acadia15_407j17, 57b5, 59c8, 06ab, 9b6c, 4f7b, f39c, 1122, 0480, 4918, acaa, 4884, 6e97, b909, 621a, 1a54, ecaade2014_214p54, 37ed, 1bec, 6573, c120, f506, 808a, 92bf, 87ba, 27d0, 5d57, 6c54, 96bd, 4ade, 170a, caadria2015_124j20, 685e, 83a4, acadia15_417d18, 45fc, d998, 8484, 83c6, 1644, b6b5, 7ced, 0ad0, ecaade2016_132j37, 073c, aa88, f170, 6242, 7716, caadria2017_132j35, d90f, 2e0c, bf64, e954, c4a1, 19b1, 738b, 7340, caadria2017_174u42, caadria2017_107x28, 6c4c, 7cfb, aad6, 36b5, d132, caadria2016_539x22, d46c, 24fe, acdb, 9178, 8dbd, 9d6f, sigradi2016_407z, 5870, 86b7, 9bd8, ijac201513201k5, 03d4, c0f3, 64f4, 0f18, ascaad2016_008h4, 7aa6, 5083, ecaade2016_073a21, ecaade2015_18y2, 6bd6, caadria2015_012b2, d4c2, da71, a46d, ab76, c4db, 9b66, 1520, ecaade2015_241i55, ascaad2014_029e8, b01f, 548d, ecaade2014_011i2, ebba, 916e, ecaade2014_137a30, 025b, 249f, c956, b720, 781f, 3cf8, 12fe, 0ec0, dca9, cb41, b415, acadia15_110t3, d01d, 0a1e, ea84, 3804, b25c, ea66, 5f63, acadia14_479m, a6ca, a250, 324a, 406a, 111d, 64df, caadria2017_096l26, 72be, sigradi2013_194t, cbdb, caadria2016_579k24, 08c4, 0a32, a417, b8d1, 351a, 5402, 5eca, 16c3, 4128, eab5, cfb1, 9ce6, 0082, c23b, 7a44, d49a, 5c85, ijac201513203t6, acadia14_145m, acadia14projects_145ah, ffe6, 5b4a, d09f, aeb5, a5b0, ecaade2014_086l20, acadia15_110f4, 18b7, 1b1b, 266b, 8f61, 711f, 35ef, 7b9c, ecaade2014_233r60, 8c46, caadria2017_086h25, 0c6e, ascaad2014_024f6, 0d49, 5752, a22c, caadria2017_118m31, 1b25, 2ffb, 2a19, 3928, cb06, sigradi2016_615q, 1723, acadia15_223i9, ascaad2014_029p8, 75e0, 7263, 4062, ecaade2016_123l34, af58, 812e, 41a9, 57e9, c00a, 7f68, 5714, b300, dd14, 00a2, 25de, caadria2015_208v31, be2d, e202, 4b30, 44ea, 5e81, 86f4, 7875, 5ca0, 7a68, ecaade2015_317w68, 72fa, 49e8, 9e40, 4439, sigradi2013_226a, bbf8, ecaade2015_143j30, 5809, ecaade2016_168g48, f57b, ecaade2014_162t39, 55c3, d2a8, f1d6, ecaade2015_253z57, acadia16_372w22, ea06, acadia14_479c, ecaade2015_74p14, acadia14projects_145s, a566, dad0, ascaad2014_036e2, 8ed0, 3100, 2768, 288e, ascaad2016_045m18, a8c5, sigradi2014_132x1, abed, sigradi2013_54l, aaf2, 168e, sigradi2016_756b, 9794, 8391, b1e8, acadia14_317r, acadia16_280i17, ijac201614204z9, 5f56, 0b81, c081, 2135, 97ee, 0282, e620, 149d, 4921, 458f, ff2f, acadia15_110c4, ecaade2016_040y10, ecaade2016_067n16, c547, 5a19, bc8a, ecaade2014_153x36, 98d5, 128f, 2756, 099f, d6b2, 6544, sigradi2014_345b10, 173e, ecaade2014_120j27, 110b, 4182, fb12, 37ac, 5c14, 8bb6, 9a27, acadia16_332y19, 5150, caadria2016_271u11, ecaade2016_128k35, a97b, 203e, ijac201513205y7, ecaade2016_013o3, caadria2017_070p22, b49c, 8630, 0c0e, 46ad, acadia14_681ap, 8d19, f8ed, c86f, 347d, 0381, 3d63, 1921, c7ea, 8651, ecaade2013r_012p7, 394b, 3bb6, ec4b, 247c, ef27, caadria2017_055p18, acadia14_237at, sigradi2015_sp_8.326d31, e728, 8cf3, c9f7, a3d2, 81d8, c4bf, 7438, b27e, 9c6f, 37e2, 6f6c, acadia15_223j9, 7d2e, dc68, ecaade2016_144f40, ascaad2016_057p22, 53d8, 8b53, d3e8, 1995, e6ef, 5881, 35db, db82, 5496, e29e, 9f44, 6700, 0eba, c958, a978, 098a, a5d2, 8e96, 02e1, 127b, caadria2016_809c34, 6a16, 3451, a097, b07e, 6f4e, 8821, 9559, 0251, sigradi2014_030a2, 5ca6, 78fb, fbab, c460, dfd5, sigradi2015_13.316z28, ce01, 864d, 6ca4, 63f2, f04e, 180c, ecaade2014_188i48, a4aa, b164, 1790, a09a, sigradi2015_6.387g9, ecaade2015_109z20, caadria2017_040i12, 315f, 25b9, 99d4, c750, acadia16_184r12, 6cb7, a3db, d02a, f4bf, 60ca, 6f99, c84a, 252c, 9b44, 2234, 07d2, 69c0, 21f2, 11e8, 0d05, acadia14_399am, bf93, 24ba, sigradi2013_173n, 0bec, c6c7, 92cd, caadria2017_035v11, sigradi2013_135g, 5c9f, 8c87, 5420, ecaade2014_132k29, 9eaa, 8b1b, ijac201513102n2, 7131, b694, 1b42, 0a46, a2bf, ascaad2014_008s4, ecaade2014_140j31, sigradi2015_8.81s11, 7910, 6b10, 6a7c, ecc0, b7c9, caadria2017_129p34, 48df, 684d, 3212, acadia14_365ae, sigradi2015_10.138z18, ecaade2015_138h29, ba2b, 8dba, c917, f3f1, sigradi2015_12.297h28, 6b9c, c977, acadia14_267l, caadria2017_123h32, bb04, fe66, 7e1f, 9fe1, b0ac, acadia14projects_135l, e964, b442, ijac201614201f6, bda2, ascaad2014_010o5, 0ebc, caadria2016_861w36, 437a, d71a, 7239, 5c6c, 2b7b, 08b2, 3273, 0a4e, 09e6, 42e0, 5493, f9e4, acadia15_417e18, 785e, sigradi2013_43v, 35cc, 1efe, acadia16_116s8, e2d2, 42b8, e732, e2f2, f7f1, 3430, f963, 69f4, a5c6, 1a86, dfb6, e812, 83ad, 8897, f573, 98e4, b2c4, 8a14, db46, ecaade2016_118m31, e269, bb77, ee53, ijac201513206t9, 35fc, ecaade2016_089w24, a8e4, b2c5, 8945, 43cf, b594, f76e, e757, 115b, 1075, ecaade2015_287p63, 0f65, ascaad2014_008u4, b287, ecaade2016_042p11, b615, 1c3d, 5648, sigradi2016_724vv, 2843, 78cc, ascaad2016_034h13, 0393, d743, sigradi2013_243u, 8d2f, 0ead, ac3e, 0b5f, 103b, 38d2, sigradi2014_313u5, 2f82, 6d4a, caadria2016_003d1, acadia16_290e18, 6ea5, sigradi2014_330o7, acadia14_661d, a203, 0a34, e557, caadria2017_067n21, 02b0, 5bc8, e7b2, fe20, ijac201412304x1, f15c, f0a8, 32f0, a5f9, ed37, 1107, cf82, 96e3, e892, e7c7, e054, 2544, 79e0, acadia16_164u11, 3a98, caadria2015_176t26, acadia14projects_247u, 776d, 4cf7, 870a, 1851, e055, c850, b381, caadria2017_190u45, ecaade2016_224o59, 30f4, 06d2, d7f8, 5d10, 2ca2, c692, 8ef8, a4bd, f529, e3d2, acadia14projects_579g, 245e, dbb5, acadia14projects_619az, be63, 119a, f2b1, ascaad2016_059k23, 346f, ee4e, 20b4, 90f9, b633, 5727, cc46, acadia15_243x9, f56f, 3001, ecaade2015_15w1, f256, ijac201412303h9, 0e36, 76bb, ecaade2015_48j8, sigradi2016_484i, ijac201412204y2, 9c30, acadia16_88g6, f430, 826c, 886e, 2570, d71d, f94d, 3a63, 9272, sigradi2013_117o, dcf5, cd99, e9cb, 943d, ijac201412205e4, 207b, 4d2b, aabf, 1999, 9997, acadia15_57d2, fcae, d221, f781, 36aa, 33e3, 544c, 847b, ed55, 6304, fcd4, 9630, 6771, d0ed, 0f2f, b04c, 5ccf, 0495, b0d4, e1e1, 0864, 1a80, 2188, c39b, 6ef4, 5f1f, fbcf, b9db, 85c0, 1267, 59a5, cfbd, ecaade2015_202s44, f487, d893, aaa6, ced6, 3e28, 1638, 6de1, caadria2016_353v15, f9c7, aef8, f6e7, 1621, dc60, 250f, 8f54, 0f11, ecaade2015_18x2, cd3e, 4481, 1156, acadia14projects_53s, 55e7, f973, 3f61, e20b, acadia14_177ad, faf5, acadia14_661h, 3cf9, 5fcf, ecaade2013r_020o10, a2a5, c210, 33b2, e67c, abad, f5d2, 73ac, sigradi2016_408aa, ed11, 4fcb, 2b54, 623f, 1aa7, 5097, 6a66, 3572, 5e16, 40aa, c2b2, f691, ecaade2015_202e44, 4717, 07e4, 8344, b703, c41c, 6063, 2ce7, c52b, fe3e, bdc0, ecaade2015_287t63, 969a, cdc3, ecaade2014_217i55, eca7, acadia14projects_117b, 5631, 0cf2, ascaad2014_033d1, 7206, e5d8, 5086, 84ec, 33c9, f066, df30, f4ad, 42ad, acc8, 43d6, 782d, d887, 79e3, 7c09, c94f, 0f2d, eb2e, a237, 92b5, a662, ba96, ba7e, 2b80, b8d5, 5ad9, 6a00, ijac201614208h14, caadria2015_114w17, edc3, c22d, 7dac, sigradi2016_417nn, sigradi2013_294z, d2fc, sigradi2015_1.288b1, da6c, ac91, caadria2017_057t19, sigradi2015_4.219k7, caadria2017_015m5, ecaade2016_185x49, c7a2, caadria2016_197n9, caadria2017_030b11, ecaade2015_221v48, acadia14_435az, 73bb, 7f18, ecaade2016_136g38, c0fa, 7dad, 1772, sigradi2014_329v6, 937c, ecaade2015_130k26, ascaad2014_018b2, ijac201513101s1, cd56, eb75, 4df6, ascaad2014_003u1, 8af7, sigradi2015_sp_11.303s31, aad1, 1d05, 201c, 3cba, ijac201513104r3, 80cd, 4cfd, ff19, 7919, sigradi2014_239g9, sigradi2013_271o, 5de8, eb92, de16, cb98, 71d3, c964, 3b67, sigradi2016_602b, 516d, ecaade2016_154p42, ecaade2016_191d51, 4895, ecaade2014_232v59, b3c0, b8bf, d1cd, 2317, 403d, 58f1, be1d, 13be, 848f, 9502, 5101, ecaade2015_64k13, 3196, sigradi2016_479ee, caadria2016_797x33, 415d, ee3d, 4ef6, 9117, 77d2, acadia15_451g19, 7079, e9fb, 9e34, ijac201614207g11, ebd0, e117, fd98, sigradi2015_3.221u4, dd6e, 89db, 4609, 1b32, 0859, 91f9, 8085, caadria2016_539g23, ascaad2016_041j16, a41d, 20b5, 478b, 8f0d, 42d0, acadia15_137p5, 8b4e, dc16, 7dd2, cce8, af38, 62a5, ba60, 5558, acadia14_609av, 7fbb, 3957, c6b7, 82e1, eedc, 912e, 3b3b, ec07, bc45, 4627, ecaade2015_114m22, sigradi2015_10.7j18, 21f9, sigradi2013_42o, 3582, 5c73, 4652, d4dc, 600f, 3825, 2814, b109, 3caf, 6935, a962, c265, 1d0c, 7d4e, b3b1, 4ef3, a3a6, 6216, 0751, ea49, d658, 22b3, fcbb, ecaade2016_104p28, b3aa, 2b1c, bf3d, eba9, acadia14projects_473ag, 2176, 8227, 4371, caadria2016_259p11, ijac201412405a9, 4b68, 0199, 9ab7, caadria2015_206e30, 0b66, 0801, acadia16_280z17, ecaade2016_097t26, 0826, 1adc, 88c1, ijac201614204x9, e096, eb3e, e806, 28e9, ea26, 04ed, ascaad2014_026a7, ecaade2016_067f17, sigradi2016_363ff, acadia14_435ax, 5802, d443, 3a8a, f36c, acadia14projects_79x, c1b5, dd7f, 7274, af2e, 2ada, 9544, 41c0, ecaade2014_138y30, b84a, 9358, b71e, d3ca, db94, 3ff2, 026a, 9b5b, aae5, 7c8f, e1d6, e13a, ee60, 4c30, e43a, c465, sigradi2015_10.309o22, sigradi2016_431aa, e63e, sigradi2016_534zz, ade5, 1ee2, 511f, da4c, a0da, 0f09, caadria2016_301n13, aee8, 9a6f, e348, acadia14projects_291aw, 826a, a346, 6988, fd25, 9e5f, 7061, 89e1, d731, 56ac, a208, 75d9, 6d76, 6280, ece8, 4b5b, f91b, d6d8, 16c5, 7a3f, ascaad2016_016r6, 8163, 5de4, 8596, ecaade2016_021x5, ecaade2016_169n48, ascaad2016_018g7, 9f27, 1e57, 0431, sigradi2014_049f5, c4cf, d950, 2c7c, 2677, ab2a, aad5, 5f31, eac2, ecaade2014_197f51, be62, 59e2, 2123, a16a, 6d24, acadia14projects_229m, dcc2, 0fe8, 5d2d, 1d58, a32a, a538, 52f8, cf6e, acadia15_431r18, caadria2017_163w40, 4112, c9f2, e0f5, sigradi2016_690h, eb81, 1e65, acadia16_488y28, 264e, b856, 690f, 1b62, 5d52, 2c95, a0e7, a503, 51c0, caadria2015_126n20, d57b, 76e9, b585, 8de3, ecaade2015_302i66, sigradi2014_266b2, ff9c, fd4f, a4f5, 4927, ijac201412302o7, 885f, 72f6, ecaade2014_113b27, 3773, 64f8, ijac201614206x10, bc48, 64c3, dfe4, 59d1, d7c1, 464d, 30b1, sigradi2015_9.141g16, aea1, fd07, 97ab, 4589, sigradi2015_10.220c20, acadia14projects_339az, sigradi2015_11.165o25, ecaade2016_006o1, 55ca, acadia14projects_619au, 123c, 1594, 5670, 7fe6, 828e, b5e5, 8f66, 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ijac201614102z2, 6734, sigradi2015_11.165v25, cae0, 7984, caadria2015_190h28, 7f47, beb0, 9ad5, 0bdd, 5f70, 5c12, 1b9b, 4770, ascaad2016_035p13, aff5, ecaade2014_057e14, acadia14projects_479at, 5359, d344, 804e, ecaade2013r_012j7, c293, ecaade2015_196u41, e539, 40a0, 99bf, ecaade2015_158v33, 2c53, 386f, caadria2016_291v12, acadia14projects_531k, aa22, f898, 3b19, 5d6e, a92d, acadia14projects_445am, 196d, 3e22, ee40, cf2a, 0ef9, ascaad2016_056j22, caf1, a16d, 5e4a, 9eb4, fc77, 1593, e807, a5c1, ff13, 9d53, f017, 080f, 6ee2, 5b83, b68e, ecaade2014_226c59, 3d78, ecaade2016_tkoi67, 0de1, acadia14projects_75aw, a61d, 5cbd, 32c4, 4fef, b393, 7bfd, bcbf, sigradi2016_470x, b9da, c896, b6e5, aebc, 35e9, a511, 6946, d231, adbd, 87ea, e320, aacf, f40f, 3670, 7039, acadia14_565aa, 1065, c776, 008b, 7743, ac3d, sigradi2016_714oo, efb1, f740, 9995, 5d36, dad5, 77f6, ecaade2015_21e4, 0d82, c7bd, sigradi2014_074b6, 5431, 880c, 7090, bff3, e7de, 7a05, ijac201412303t8, 0319, 223d, 478e, cca9, ef2e, 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ecaade2016_134d38, 96c5, dbbc, ecaade2014_194y49, acadia16_88j6, 4ce2, 15e8, 4f84, 8aa3, e6db, d94f, 7d32, 3f78, 4292, 325d, 3efb, ba35, 6a1c, 95ed, 22cb, 1930, ecaade2016_ws-afuturel67, 4005, 278b, caadria2015_142l23, 89b0, 5dec, e1ab, ed6b, ecaade2016_042c11, 987c, ascaad2014_032o9, 518a, ecaade2016_089y24, 8017, ffd7, ad3f, 84bb, caadria2017_009z4, 2a45, 4bcf, 4c42, 28b1, ecaade2014_066h15, 4a7b, ecaade2016_147r40, bb05, ecaade2016_040t10, c84b, f77d, 1592, c990, 2fff, 9109, e9e8, ecaade2015_317h69, acadia14_247j, 8895, b14d, b2ee, 54e3, dab9, acadia16_318p19, 7f13, sigradi2015_sp_11.303p31, ijac201412405p8, sigradi2014_339w7, 72d2, d19e, 2c8e, d238, 467f, ded7, aaea, 239d, b0c4, 8450, 25a4, cdd1, b334, 73f6, b0ba, ecaade2016_191a51, 796f, 466d, sigradi2016_601uu, sigradi2014_345h10, 31c3, 1383, fb96, 935f, 0c67, 98a0, e903, d292, cc39, d9b9, 9a98, a648, 9270, 610a, acadia14projects_463o, cae7, 596c, aa74, 1e4a, d6d9, e434, 9cd0, c9b4, 4d7e, 7f98, e5e4, def9, ecaade2015_81n15, 7c66, 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caadria2015_108n16, a0cc, b057, 92e3, ecaade2016_079p23, 7122, 356d, fc16, 945d, ecaade2016_221s56, b4ea, 2e53, b282, 1ad0, 9965, 5647, 8d6a, caadria2017_027r9, 1ee8, ascaad2016_028b11, d982, 41e5, 9053, d2f1, 8274, c3ae, ab05, 5e5f, a7a0, e0f3, 1f40, 409c, efdb, e981, acadia14_619y, a373, 5a8f, sigradi2015_sp_8.284o30, 1f6f, 9b2c, b3db, 06d7, e56f, 128d, fb55, 1b60, ijac201614302t1, 6959, acadia14_247h, ecaade2016_223a59, 2f52, 4948, 0371, 1f97, ecaade2014_100c23, 7941, 0e67, efbb, 1289, a234, ecaade2015_237j54, 1422, 5e85, 877b, 97de, sigradi2013_263o, 0cff, ae9d, 90e2, ascaad2016_013w5, caadria2015_048n5, 92a9, 1c47, 53ae, 90eb, fe36, ijac201614308w4, ecaade2016_tkob67, 9c53, 0a85, 8a8f, caadria2017_132n35, 34d8, 43a6, 4e00, sigradi2015_11.165k25, 203a, 6d10, e2ab, 1291, 029a, a00a, f85f, sigradi2015_8.81y11, 4321, 0855, 1f3f, 595f, 5445, 2c0d, 58bd, 5074, f223, c684, 9142, 469a, 01b3, ae39, 0b7f, 8fb9, 9596, a7db, acadia14projects_539e, 3dd7, 5aa0, 8b07, c50d, 73e4, 1d4c, 36dd, 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ijac201513102w1, caadria2016_281f12, 2181, acadia15_381t16, e020, caadria2016_497c21, 63f9, 1554, 1f45, acadia14_229l, f3f9, acadia14_63w, 1897, 8c35, b88a, eca4, fdf2, 6c1f, 8df7, a3a8, 5562, b90f, c6c4, d90a, b4b3, b373, 1961, 528d, 7c30, 4619, ecaade2014_173n43, 8465, f7bf, 006e, 558f, 3187, ff8a, f6e8, 5b7d, a255, 49ad, 1286, ecaade2016_243y64, 6006, c874, ijac201614207p11, 04a6, 0a60, f338, ascaad2016_011j5, 7f46, caadria2016_435i18, 9588, 3283, 0cdb, 89f6, caadria2016_787e33, bd76, bd69, 1941, 4617, ecaade2015_314i68, 80a2, 929f, acadia16_382p23, ecaade2013r_001m1, acadia14_177ai, c4c0, 0741, 7203, baef, 85ce, f351, deca, 19e3, sigradi2016_816ss, 3fe9, ce48, 3c5f, 58cf, 7e7a, 85a6, ijac201412405v8, 7e44, acadia16_124h9, caadria2016_167r7, bbdb, 57f4, 6ac4, ijac201513102b2, d861, ecaade2014_149e34, 65a0, ecaade2016_007d2, 7b7e, 4536, 46b6, aa6f, 1f50, 0b09, ecaade2016_198r52, 4199, caadria2016_363e16, caadria2016_881a38, a53c, 95fe, 65cd, caadria2016_343d15, ecaade2016_119n32, 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