CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id ecaade2014_016
authors Odysseas Kontovourkis and Despo Anagiotou
year 2014
title Integrative Pedestrian Modelling Techniques based on Virtual Force Fields - Analysis, Generation and Evaluation in Public Open Spaces
source Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 1, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 153-163
wos WOS:000361384700015
summary This paper demonstrates a preliminary research methodology towards an integrative digital design approach for the analysis, generation and evaluation of architectural proposals in public open spaces based on human movement behaviour performances. In order to achieve this, various computational mechanisms that involve the logic of pedestrian modelling are applied, aiming to be explored in different stages of design. The suggested models follow the idea of 'virtual force' fields, an approach initially introduced in previous work by author. Based on particle behaviour modelling, this approach examines the interaction and movement behaviour of individual entities within a system through virtual effects and specifically through attraction and repulsion forces, influencing pedestrians behaviour and hence their accelerated movement. Current paper argues that the idea of 'virtual force' fields can be used not only for pedestrian simulation but also for the analysis and generation of proposals, aiming on a holistic design development of public spaces.
keywords Pedestrian modelling; integrative techniques; virtual force fields; public open spaces
series eCAADe
email kontovourkis.odysseas@ucy.ac.cy
full text file.pdf (345,552 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_147w40, 5e53, c4e1, 3413, 5960, 0104, 0906, 9d68, ecaade2016_002g1, ce69, f6c3, 551e, 6d8f, b895, 4d26, 959c, 6009, c35e, sigradi2014_299d5, c055, b7b4, 32e0, ecaade2016_154u42, af16, acadia14projects_87ae, f321, d284, 443f, a897, 1f13, 687d, 52d8, ijac201513101o1, d0f4, sigradi2016_400h, 21ba, bb2c, sigradi2015_10.378c23, d650, dd3c, ecaade2015_304c67, 292f, 9f16, c580, 48c9, 07ef, 5b35, ijac201513302h10, fdc1, 9374, 4879, 0c0e, 5001, f544, 8204, 7298, 54b6, 8e64, a0f0, sigradi2016_611p, caadria2017_123i32, de0d, 4320, ae7f, ecaade2015_101d20, 0caa, fde4, ijac201614308a6, 2a74, 9d17, fb6b, 1666, 52d3, 506a, ijac201614402w1, 6ca7, acadia16_98o7, caadria2017_122y31, 574f, 81ab, ecaade2014_153w36, 820a, 8fcf, ca1e, ascaad2016_002m1, bb9b, ascaad2016_045a19, 139e, a64a, ascaad2016_038e15, f31f, 4c55, a7fd, acadia14_101s, b131, 9a02, 99c2, cf77, c99c, e2e7, 41e5, ecaade2016_127x34, 49ba, e381, 1de8, caadria2015_208c31, b33f, sigradi2016_446g, ijac201513304d12, 9661, e933, 7997, 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ecaade2016_118e32, 0162, ecaade2015_240z54, b479, 4dad, e45b, 393c, 0e9e, 8019, e03a, fb88, 8dd8, ecaade2015_17t2, 7df4, ecaade2016_190z50, caadria2016_819i34, 5e38, 5b52, fbdb, caadria2015_181a27, caadria2015_099p15, cd2d, 46e0, acadia14_291az, ccf6, ecaade2016_126r34, sigradi2016_777hh, caadria2017_051b17, 1432, ecaade2015_64k13, d9ee, 7237, sigradi2015_6.183j8, 3591, ecaade2016_171a49, ecaade2016_bkop65, ed77, acadia14_435d, 7217, 6a01, da80, e066, 1060, bea9, 543e, 737a, f75b, a72e, ce7f, f4ac, d165, acadia14projects_101ap, 7650, ecaade2015_127x24, 202b, 3cb4, 4cb6, 2713, e320, 2732, d8a3, b27c, caadria2017_008d4, 29a1, 63ed, 3779, aa3e, 0e09, acadia14_655ah, acadia14_339ar, 2dd0, 16d8, 769e, 659a, c6fc, a937, e145, 429b, 8934, f7fe, 72e3, 92d4, f496, 2d6d, 95a3, 0192, dfca, fe57, a1b0, sigradi2015_8.289a15, 765d, sigradi2016_367zz, d045, 1727, b0a3, sigradi2013_400z, b5b4, 4e81, f5e7, f9e0, 61c9, bb2a, acadia14_219ax, ecaade2015_155f32, f7ac, 4159, f998, e349, 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ecaade2015_55n10, 4203, cf20, acadia14_375f, ff7e, 3f44, acadia14projects_671o, 685e, 3904, ascaad2014_033f1, 6b06, 3454, b8b9, a5fa, e417, ed2a, 6216, sigradi2016_641ii, c597, 33bb, 1218, ecaade2015_241n55, 2deb, sigradi2014_293z4, 87bc, 0988, 9011, 79a5, 27ce, caadria2015_070y8, ecaade2013r_009d6, 5128, sigradi2014_303i5, ec1c, sigradi2015_1.288a1, ascaad2014_005k3, 9c84, 5481, a195, sigradi2013_313t, c343, 3ca0, 6d42, b67b, 0591, 633a, fc91, 1d36, db9f, de50, 24c6, 702f, 492c, dc2c, 5352, 2f94, 996f, ecaade2015_280c61, caadria2015_081x11, 3c79, aac4, 6094, caadria2016_713a31, acadia15_483w20, f3a3, d922, 90af, 1ca1, ecaade2015_241b55, 5aec, 45f7, 960c, f5a0, acadia14_357au, 6124, 7d3a, 1b7a, 32e2, fa1c, 30bc, e75c, b728, 1586, 2cbf, 9531, 8f8c, 8eba, sigradi2016_817i, 7dab, 08e0, ecaade2015_221y48, ecaade2015_138o29, 7ed7, f361, c2f7, 7849, caadria2016_085h4, acadia16_488b29, acadia15_343f15, acadia15_395a17, 9443, ijac201513203m7, ce2e, sigradi2015_9.347s17, d57d, fa16, a50e, 0b2c, 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sigradi2016_590e, 24bc, acadia15_47n1, a2d3, 5978, 6057, d13a, 418c, 6c83, 421b, e772, acadia16_196h13, 3da2, 369d, 45d8, 1a76, 373e, caadria2017_127f34, 07bd, caadria2015_087z13, 4926, b3d6, 4355, cc1e, bd8b, 8614, 0dd0, fcf9, ecaade2016_151m41, 55fa, f720, 65fd, 7367, 3cd4, dc96, 2df8, babf, 0c9a, 1dc6, acadia14projects_473as, 5099, 5f94, acadia14_33am, 959b, ff06, fff3, aa6d, f805, f430, caadria2016_487v20, 7ac7, 3185, 0941, ecaade2016_102s27, fd62, 22e3, 53d7, 8009, 8e8e, acadia14_531v, c002, 1844, 01cf, d3c1, 990a, a71b, 91d6, caadria2017_058k20, 20b5, cb4f, acadia14projects_71v, c555, d86d, ijac201614407x4, 1ec8, 6f4b, 496e, 13b9, ef00, 1403, a2a1, 771c, e2ef, 1e88, 5cf9, 5575, afc2, acadia15_407t17, 6f1d, b044, 179f, ascaad2014_012e6, f52c, 67fb, 2994, 9a1f, d895, c7e0, 2002, 9042, 51d8, 0f9d, ecaade2015_152z31, 44ce, d04f, acadia16_298h18, 751b, ijac201614105s5, 58f2, 2689, 09ee, 6067, 8eea, 3390, 087e, d1c7, 8144, 4a42, 5586, ecaade2015_235t53, dec6, 23e5, 7ec3, ecaade2014_094o22, ecaade2015_138m29, acadia14_609ad, ecaade2015_129j25, 6e14, f30f, sigradi2014_345g10, a657, a6e6, a859, d498, sigradi2014_114o9, 04d7, 5f3e, b7fb, 8121, 026c, 0d96, 7474, b794, f550, e101, f724, 9885, 1d3b, 9fb0, caadria2017_074m23, 4e37, 178e, f196, sigradi2016_524dd, a3aa, 5204, d03d, d15c, ecaade2014_184o46, 8a00, 557f, c70f, 3704, 1315, c049, 992d, caadria2016_673a29, bcb2, ecaade2015_230e52, 174f, 426a, acadia16_372j23, caadria2017_174e42, 91f8, sigradi2015_11.34u23, caadria2016_229z10, 4440, ecaade2014_239w61, 04ed, ffd2, 3fef, 3670, b88a, faa4, ascaad2014_023z4, ecaade2014_070n16, 25cf, a918, b74f, c1b8, f04e, 59d0, 17bf, 4559, f515, ae64, ijac201412305n2, 3602, aa9e, ecaade2015_64m13, e05a, f685, e075, 0392, ecaade2016_040w10, f742, ecaade2014_198t51, af13, a357, 9600, 3bb2, 9d0f, ijac201513303u11, acadia15_323z12, d7b3, 34c6, 1b45, sigradi2015_2.137j1, 665c, bad2, 5943, 5412, b99c, b9a0, ecaade2014_206o53, 414b, 1537, f3ee, ecaade2016_077u22, a233, af4f, 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caadria2017_018v7, f429, 4ed4, sigradi2014_042v3, 2d68, 5712, ijac201614103e3, 1bd1, ecaade2015_94k19, a2fe, 0b5e, 1225, a4b2, 98cc, a334, 8128, 7524, d648, ddd0, e278, ascaad2014_008o4, 197f, c395, ecaade2016_042r11, b405, 652e, aa97, 1c86, 3f1c, b6a8, 65be, 2be7, 89bc, sigradi2014_178h5, c020, ab78, f923, 2025, sigradi2016_512a, ffd9, 15e0, sigradi2016_773x, 5e5e, 7b68, 6f81, 1f42, 93c3, bbe3, f251, 2fd0, ijac201513205n8, acadia14_145y, 7a54, 92fc, e19a, 1822, sigradi2013_112, 1045, d85c, 709d, aa27, 6ee0, 2938, 9b90, 67a0, 890e, 9e6e, a0c2, c155, 4a77, 3821, 4810, 0308, sigradi2013_400m, 3b7d, e26d, ecaade2015_48k8, bbb0, 39ce, ee03, caadria2017_189i45, ascaad2016_052i21, 13cf, 54d0, 1c5f, sigradi2013_285, 3ec3, 9914, ee91, 12b2, c021, ascaad2016_003y1, 66ca, 4f1e, 17a9, 996a, e6fa, 87e2, 8588, 4f68, 7cae, caadria2016_777w32, de3a, caadria2015_081g12, f03e, 40da, 1d2b, 7682, 14ad, 1190, 7149, 3faf, 9a14, 4ae9, 82be, a1d8, sigradi2013_194g, 2041, fed0, 07f6, 8492, 0377, ccc8, fdac, 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sigradi2013_375, 4717, 7254, f2dc, 8686, ecaade2014_010e1, f233, 542e, f44b, acadia14projects_267k, acadia16_432l25, ce70, acadia14projects_479r, 5c1c, ecaade2015_18d3, 2a2b, 62ea, ijac201513306y12, c50d, 4fcc, a456, edcc, 896a, cf51, 6f98, d024, 6b0e, 04cd, c804, cf87, 9911, 27c7, 2257, 0a8c, 81c5, ecaade2015_118t23, 9932, 446d, 46ff, 3c11, d631, 9943, d5e0, 8e05, 0997, 6796, 2e99, b56e, sigradi2015_8.41x10, ca6d, acadia14projects_291b, 0abc, 61ae, 9df6, 6c48, cc89, 3bd4, 1388, 37fb, 82d4, 6627, 7f02, 4628, 1457, e636, f22f, ijac201513206t9, ascaad2014_019s2, bb6b, 354e, dbe8, 01c4, 01ab, ede2, sigradi2014_172w4, 5e05, acadia14projects_229l, ab76, 43ef, 6bc8, a1a2, a13a, 6ddd, c550, caadria2015_117z18, 7b73, acadia14projects_579b, e16d, ea6d, b9f9, 3d85, fc23, e42f, acadia14_497v, 3a05, 1e4f, 7b5f, sigradi2016_764d, 68b0, 3f23, bb01, 1ea5, c376, ef19, 141a, da9c, 4eaf, 48ac, 37af, 3e26, ecaade2015_256e58, e0b6, fc31, 3ead, afe3, 15c5, b634, acadia16_382b24, 045d, 077c, f87e, f148, 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ascaad2014_017e1, ecaade2015_278s60, 1703, 65b6, 832d, 4519, 8348, acadia16_318l19, 3ff9, 622f, a691, 4a13, ijac201412302h7, caadria2017_104a28, 4adb, 855c, 5fff, bb33, caadria2017_081t24, 9e1e, 5568, b7df, 3508, sigradi2013_263r, ecaade2014_206v53, db4e, d484, 4aec, dbc7, f79b, acadia16_478u27, 5d9a, e7ab, f23e, b4a6, c753, cd59, 4f5b, 69e1, ascaad2014_005z2, 6804, d263, ijac201412301s5, d2bf, acadia14projects_463u, acadia14projects_291d, 1105, acadia14projects_101r, ecaade2014_156c38, ecaade2014_233p60, 803d, ecaade2015_336w72, e5b7, caadria2015_226p34, 810b, acadia16_184v12, 2439, caadria2016_353w15, 487b, eb60, df06, 1bed, 0c60, 9f68, a8f5, 3e7e, ecaade2015_81n15, 99f3, d1fe, 3d79, 34cc, 1958, ebc7, 47e5, 58cb, caadria2015_213x32, f41a, 1067, 64ef, ecaade2015_143h30, b964, 33b9, 7f95, 8820, 91d5, 6398, 68df, ecaade2016_078g23, ecaade2016_079r23, 6dc7, caadria2015_078f11, ijac201614104w3, 85bc, ecaade2015_53r8, ab61, sigradi2013_74f, 87ce, 1d6d, a753, f746, acadia14projects_549z, fd1d, e24c, 8d5c, 5f8a, 320f, 6c2b, b692, cfa7, 41bd, 1d92, 2c5a, 619f, 3fbd, ascaad2014_029n8, a4b4, 09a9, 75be, 43eb, b600, 6673, e8a0, f951, fdf1, 06bb, sigradi2013_303h, 1ce0, cf4a, bd2b, bd49, 9cc1, fc18, 2e14, 5ec4, 7b59, acadia14_43y, 1b68, ff22, 070d, 7fc7, 467e, ce6e, acadia16_140c10, 3f41, f6ab, ecaade2016_036l9, b96b, 3b29, ascaad2016_023u9, ea4e, fea4, 71b0, 1fdf, caadria2016_321m14, 469b, 2008, a92e, abdc, 0fcf, 93aa, ascaad2016_022p8, c214, 7128, 6b03, e23e, a9fc, b9cd, 1ff2, 177b, ijac201412201r1, 0248, ijac201614202o7, 1307, f337, 7bdd, 47ba, d07c, 9e24, 545e, sigradi2016_382aa, 992c, 628e, 28de, ecaade2016_021o5, 75d5, 68b6, 8cfe, f409, 8050, df18, ecaade2016_223g58, dff3, ca86, bf53, acadia14projects_709ar, aa8b, 5a61, c2bf, ce1e, d773, 81c9, e886, cac7, 7bdc, d44c, acadia14projects_23w, 9ab7, f8d9, b825, 8deb, edd0, f058, acc0, 2ab9, 14b1, 7fa7, 8d05, 090f, caadria2015_061h7, 7e94, a40d, d941, b100, 9e7c, 3251, 97df, 460b, 2f61, 3107, 9ce0, c7ca, 5dfe, sigradi2015_4.52i6, cc6b, acadia16_224y14, 0034, 7062, sigradi2014_201i7, 0f8a, sigradi2015_8.186n12, c326, 2482, d0cc, 68c9, 23c2, 76a1, 423e, 7ed2, sigradi2016_778rr, 943a, 441c, 6fe0, caadria2017_095e26, caadria2017_125b34, 88d1, 4910, b1a9, d279, e940, 5820, 49c1, 57b3, sigradi2016_752rr, sigradi2016_392xx, ecaade2016_213t54, aaa0, caadria2016_333u14, 2d1e, d0dc, 3b65, 99c6, bc2b, 3e11, a192, 296b, caaf, 6da1, ijac201412403s5, 9a69, c0a4, 8bd4, b133, baa8, e926, 6d49, caadria2016_487h20, a3bb, 9b76, 4178, 7c2c, e2a5, d419, b9a4, 85f5, 95d4, 622c, 0a0c, 3439, c8f3, c7a1, c50c, ijac201513203l7, 2c2a, sigradi2015_11.166d26, caadria2016_229t10, ecaade2015_333e72, e387, ijac201614208b14, sigradi2013_326f, 3095, 35b2, 5197, 368a, 45cc, ecaade2013r_003h3, ebae, 60d3, e561, 0386, b6bc, 6ba8, 67a8, b8ed, 54c8, 7097, 9c0f, 9be4, 1ff0, 74ba, 0f49, ab4b, 45f8, 0363, 64d6, 902d, 50c4, e35f, f9f0, e5bc, 08c7, acadia14_63a, cb88, ascaad2016_001f1, b20b, a4b1, ac82, 100b, acadia14_135r, 1b15, f8d8, cc81, 02b5, e406, 45b2, 311a, cb20, 7b95, f27e, 7ec7, f6c0, acadia14_565af, 5aad, 05eb, acadia14projects_691au, 9361, 2793, ecaade2016_078h23, 371b, 5a9d, acadia14_365af, 4103, d145, ecaade2015_307n67, 4f5f, e681, 57c4, ecaade2015_233a53, sigradi2015_3.394f6, 07c2, 787a, 362e, b558, caadria2015_064o7, d25f, 6ce6, sigradi2014_176b5, 8e6c, 94c2, c91f, e6aa, cf56, f88f, 2860, 06bf, 549f, sigradi2016_450xx, 58b5, caadria2017_096z26, acadia16_98d7, 7847, caadria2016_321l14, c0ba, fe15, 1130, ecaade2015_196u42, 714f, 90b9, 2964, 4b8f, 6f28, ac2e, 9da5, 7bb3, 260b, acadia14_375ax, ecaade2015_114s22, 82b2, 9e52, d6a4, bf3c, 87de, b736, 7e75, 39b9, c5c5, aa81, 0f2f, 3d3f, f8e2, 014b, 9a18, 439e, 0863, 671e, 69e8, ecaade2013r_018n9, caadria2017_131f35, cf5d, a821, c23a, sigradi2015_sp_12.402z31, 422d, 904c, ccca, e923, a826, ecaade2014_140b32, 45df, 1bd8, a634, 0d53, sigradi2013_248f, ecaade2014_104o23, 89f0, d6d6, edc7, ecaade2016_019m5, 8e0e, bd8e, 9e3d, 6f41, 060c, 8f62, 38ad, 5e51, acadia14projects_719e, d9d7, 4431, ecaade2015_77e15, sigradi2016_484pp, 0e9c, 619d, ecaade2016_104o28, ecaade2015_194t40, 9b39, b81e, 59ef, 75a4, 4f57, 4f24, 4b29, ascaad2016_043j17, ac96, 4688, fe59, f088, 7c48, 54c4, afa8, 8fa4, a096, aafc, ijac201513203j7, 99dc, 492f, d8a4, b975, c406, 668e, ecaade2014_151p35, sigradi2013_386i, e259, c51c, ff2f, f094, d2ad, 934f, 399c, ecaade2015_278l60, sigradi2016_601zz, 901a, 2d21, 215f, 790e, ascaad2014_034m1, 36c3, a08a, a39a, bb4c, ecaade2015_196s42, caadria2016_333c15, 7440, ecaade2014_085i20, 97dc, 56ca, 2229, 14f6, 4063, 416e, a043, be86, ed73, b2ef, 01ec, 4069, 4c3b, 3d07, 39cf, ascaad2016_030h12, acadia15_274n11, 7527, ecaade2013r_009t5, df23, ecaade2014_240f62, 57bd, 5c5e, c3a2, ecaade2015_211c47, dab1, b661, ecaade2016_104v28, 7ae6, sigradi2014_252t9, bce4, cda9, 5a9a, f4d6, e1a1, ecaade2016_ws-afuturen67, acadia14_699p, cba8, ab6c, 21cd, ad30, 12f2, ecaade2015_206h45, 6228, ed45, 2c65, 60cf, 4ed3, fecc, 8eb3, 2e6d, 091d, ecaade2015_233y52, 3298, a879, bf48, d004, 2cf0, 78fa, f9e8, 2737, ecaade2016_046o12, sigradi2016_777ii, 44b2, a00f, dac1, acadia14projects_409n, 26e8, 8300, caadria2015_208e31, 11eb, a54e, 0bca, 82af, caadria2016_383r16, 4f29, b75a, b061, 03d6, 4763, ascaad2014_001j1, 5b48, fead, d259, 824f, 34a4, a718, 852f, ecaade2015_100a20, 00a0, ecaade2015_178f38, 29a8, 93c1, f956, 1fd7, 1122, 81eb, be23, 87f6, c285, d96d, sigradi2014_084z7, a591, ecaade2015_202g44, sigradi2013_285c, c9b3, 8210, c452, 79bc, 3de5, 83d5, 0318, beff, sigradi2016_484e, bbc5, 55c3, c432, ecaade2015_92m18, d325, 6369, 2d37, a917, 7a2e, sigradi2013_401r, 01d4, c18f, 9584, 2b9b, ijac201513201k5, 64c7, 4a79, 078c, 85cf, 79a8, sigradi2016_625ll, 4e64, 5201, 4bea, 18e4, c3a5, c496, 3236, 8cbb, 909c, ijac201513201n5, 0790, e6e8, b580, sigradi2015_10.7i18, 44a3, cd72, 345b, db65, 2085, e0f1, ijac201614306u3, 29d1, ab5a, 0b40, 2352, 5eff, 41cd, ecaade2015_248j56, 173f, d1e3, cf3e, 8e19, b14a, b49e, c18e, 716c, 6ad9, 8c63, 5037, daf9, ecaade2016_164j46, c7e3, 429e, 5776, caadria2017_142x36, cbe6, 7a9b, 72f3, 4498, 51d7, aa08, a723, 7bc0, ecaade2015_202f44, 1bc5, 0cc2, d083, f2e2, ecaade2016_154r42, e3d6, c34e, b68d, ec14, ascaad2016_034h13, 5afb, 5467, 6898, 0389, ascaad2016_052k21, 024a, f34b, 3fd9, 7c64, sigradi2015_8.264o14, a1f1, 09b0, 82f4, c3c6, bfb5, a094, c657, 0d36, ijac201412304x1, 7715, 3ba9, ecaade2016_167y47, fa98, d350, b1c7, 5139, ascaad2014_008m4, 4fe7, 2d25, 61cb, 6554, 32a7, e10b, 4dd3, 9b33, caadria2017_056e19, ce75, acadia14projects_177aa, 508c, c079, 7ae7, d7c7, e49f, c12f, 6048, 7341, d9b5, 78a5, 8fd8, ecaade2015_217i48, 723d, d178, 6844, 4600, 5fd7, 33a5, 8b5d, 25bb, 4ffc, 4ef7, 3333, ecaade2014_225i58, caadria2017_122s31, 1eef, c990, 2fb0, 587d, 45d0, 3711, sigradi2015_4.52l6, c35d, d21c, ecaade2015_303p66, c4ff, b062, 26d6, 065c, b78a, cbd6, caadria2017_185u44, d08e, 08d8, 25f7, 3746, 6fe5, 454a, ecaade2015_61m12, 7406, 6519, ca09, ecaade2014_022z5, ecaade2015_314k68, 4793, 59eb, d4da, a3d8, 0f37, dfd5, b019, 606b, 3d24, 76cf, ecaade2016_096n26, b5db, ijac201614105h5, 0e3b, 78e9, 222a, 9be0, ecaade2014_029y7, 478b, caadria2017_132p35, d09e, d8cf, 6b0a, 1472, 76ee, cc98, bac9, 2290, b4d7, 1035, d309, 927f, acadia16_98s7, c7cd, b46e, e1d3, ecaade2015_18c3, b890, f3da, 3b80, 820b, 616a, 75bb, 254a, d543, ecaade2015_172b37, 0cb1, ecaade2015_171w36, c46e, e077, 332a, 40db, e774, 7e61, 8105, ijac201412301t5, c411, caadria2015_014y2, 2a4f, acadia14projects_375j, 5168, c4d4, 2f99, 23de, e5f1, caadria2016_033w2, ecaade2016_238x63, acadia14_479au, c837, 4b4c, ijac201412408c2, e5b5, 0fbc, b9e8, 32c3, 082c, 3809, ecaade2016_079p23, 0662, ecaade2015_136r26, 9c9a, 440b, sigradi2016_803q, 1eb4, dc67, 6ce4, 28bf, f7b5, acadia14projects_619an, ijac201412305b2, 4e3f, 895c, e71c, c28e, ebbd, c708, ef39, f1d2, f5c1, ac87, 1f84, cc57, 0ad9, ijac201513201r5, 51ee, caadria2016_013x1, ijac201412408s1, 9294, 4872, d7ff, 81f8, 48ec, 418f, 8503, befc, ecaade2016_047p13, cb17, d9e6, b23b, 1d4b, ecaade2015_309s67, e6f4, 5583, a8ec, 68d5, b4ed, caadria2015_023a4, 89c0, ee73, e4d2, fb6e, acadia14_177o, 48da, 217b, bbf2, ijac201412406o9, 3ae9, ecaade2016_083e24, 8cc2, d3b3, 9b2e, 3772, sigradi2016_564jj, 56b3, f2aa, aa01, 1778, sigradi2016_435dd, e0fc, 8230, 7feb, 556b, 2e5b, ecaade2015_175o37, 2976, acf3, 796c, e3e6, 9917, 0b8b, 16c5, 06b8, 157a, 43c8, 0588, 3a6d, 6f1f, b6b7, dcf5, a115, cad3, 8660, 1d26, ad5c, d00b, 51ba, 37e2, 1d8c, 3d2a, caadria2016_281e12, ac4f, e920, 297c, 348a, 5d13, acadia14_339ax, c21b, ecaade2015_73k14, c6eb, 9b82, e59f, d7f0, 1c74, ecaade2015_297g65, f527, 567e, b422, 7eec, sigradi2015_8.339z15, 7376, 2431, 9cc3, 4219, e248, 246c, ascaad2016_059r23, c416, sigradi2016_484n, 5232, acadia14projects_291ar, 35e0, 262e, 664c, 2ba5, a5ac, a827, ecaade2015_109v20, f5d6, 1f30, 40e3, acadia16_270d17, 57ee, eb94, 6cdb, 95eb, 154e, b7e5, 1b49, ade6, caadria2016_003j1, f1c2, f935, 5fcb, 2f8b, ascaad2014_008u4, 28ca, 7560, caadria2015_072r9, ecaade2016_223s58, acadia14_463av, 5a5d, 8b3f, a99c, bfda, sigradi2013_342s, 2148, acadia14projects_101ag, 910a, 8723, ecaade2016_071n19, faa0, e763, f378, bfee, ecaade2015_17j2, dc79, 6fb2, d5ad, af2a, 9db4, 7136, acadia14_427al, 3eb3, 03ce, da62, sigradi2013_62u, ecaade2016_ws-intelligentb69, 32e9, 0a3f, 301f, 8494, acadia14_555k, 9058, bc93, e5dd, 7f89, 63ae, 8d1c, 1bcd, 9918, a008, caadria2016_797t33, 1314, 7f1f, 7f7f, caadria2017_063e21, f465, fe4c, ascaad2016_038c15, 9ed7, ed57, 2b45, a8bb, 3e8a, sigradi2014_030y1, ab36, acadia16_140x9, sigradi2014_082v7, c518, 6d9d, 11f6, ecaade2015_21l4, b91e, 14d8, ecaade2015_86o17, ecaade2015_235l53, b439, d371, ecaade2015_73g14, 0084, bf50, acadia14_619v, a1c4, 4a74, 2256, a7c2, fb54, bfc7, 7d70, 23b8, ecaade2014_080c19, acadia14_357ar, ee1c, 5723, ddf0, acadia14_339ak, 3b72, 8881, acadia15_381t16, ac74, 09da, bc80, f537, bddb, b2c0, 0f18, 51b9, c785, 6d18, 1f7b, e166, 1c05, f8fc, sigradi2013_263o, 1e20, caadria2016_683m29, 4f46, dad8, a971, 647d, 7188, f2c5, a7ae, d678, 5c10, 26c7, e352, 8c9c, e480, 4d27, 2c9f, 43f7, 01b5, ecaade2016_210b54, a16c, 2f24, acadia14projects_565aa, 6c60, 1eaf, 9f55, caadria2015_206b30, 8fb2, 4fff, 0362, ad72, abf4, f123, 6520, 2ca6, 7ca2, b98c, b7a9, 238a, a03b, ffb4, 4f7e, f6c7, b54e, 16a1, 1df7, 6aca, b5c4, ecaade2014_182y45, 4b04, 3b3b, 66bb, acadia16_54a4, d393, 4587, 1e5b, da0a, c681, 2472, 3739, 0ad0, caadria2017_149j39, 7e02, 91fb, a3dd, b296, 8a76, 830a, f6f6, 7da9, 90cf, 9ed1, ecaade2016_130s36, 5f50, ecaade2016_224t59, 1b2a, 9b09, c76e, 0cef, 6bff, 39bb, 6025, acadia14_23az, 438e, 0e00, 8140, sigradi2013_311k, 47c5, 831f, 075c, 766f, 38e4, a122, 517c, 3884, ijac201513303v11, fc6d, acadia14_601ag, ef6b, aeff, acadia14projects_565u, ecaade2014_057m14, caadria2015_206z29, 1c66, c080, 3a46, 6db2, e229, 4435, caadria2015_206h30, ecaade2013r_010t6, 4fae, c49c, b3c3, ascaad2014_035v1, e43e, 7f06, 5705, e6b2, 94cf, ecaade2015_127b25, be38, 9c9c, c80d, 9202, sigradi2013_208m, 8513, c348, 70c9, 7332, ff40, e14b, 5e98, 04d9, ecaade2015_302k66, e3d7, 7202, 1ed8, a387, 49e0, 774c, 5722, 6c8a, d445, 6079, 32b4, 0b6e, sigradi2015_8.328l15, 0d87, 4790, caadria2015_190n28, 5ab7, b8bc, acadia14_445ab, acadia16_34e3, 15d1, 8238, ff35, 8aee, fcd7, 6faf, 5b71, 9589, 608c, 61e1, f3ba, 4c67, bc48, b56c, b393, 0888, 5074, 093e, acadia14_523at, 2b34, 5d66, 8eae, a6dd, 710e, 873a, af32, acadia15_211p8, d65f, 1eca, 1ab1, ijac201614205p10, a27e, e814, 4d39, 88fb, ecaade2014_089y21, ecaade2015_306h67, 87c6, 3cd8, fa53, eed8, acadia16_174d12, b7d6, b305, a154, 8c50, 01ae, 3ae0, 7428, d3fb, 3be8, e414, 3993, ijac201412301u5, 6e1e, 7e52, 13f1, 4619, 9230, 555e, 4cfc, 4bf1, f887, 33ef, 1f1b, 71ba, b6b0, aca1, 6557, 5a41, caadria2015_061a7, 4e3b, c4a8, 920f, e415, 2388, ijac201412408b2, 82dd, c1a5, 69ad, f0a9, ecaade2015_73y13, 93fc, ijac201412303h8, 59f2, 9ff9, 7e0b, f7a9, acadia16_270g17, bb25, b7dd, 800e, f1b5, 3136, d9e3, 9bc6, 12ce, 9797, aca6, 4db8, 1637, 7c46, 28e2, ijac201412408i2, caadria2017_041v12, d486, d4ae, a097, 6759, a86e, 373a, caadria2017_021n8, 999c, c770, 9237, e1b7, sigradi2016_381s, 9f73, eaa6, 96fe, bbd5, 663f, 8ba2, b438, bbf7, acadia15_57u1, 129c, daa0, 1304, e703, sigradi2014_155z3, c280, acadia16_12u1, c213, 4f59, 7508, 1b1b, 24f4, 1e75, 1411, 0fb6, 13be, 06b9, 5da2, f56a, 29de, 113b, 39c6, a9b1, 43e5, 0781, 0c05, b77e, 4422, 7b75, 149f, 83b5, aee7, 8032, caadria2015_190f28, b15c, ascaad2014_017t1, a3e2, ecaade2015_317y68, b588, d466, 2948, 6d6b, sigradi2014_281k3, cf4d, 7d8b, 1bea, 29e9, 0d98, 08f0, 6e2d, 66b9, 8943, c8fb, ecaade2015_118w23, 66f5, eba5, acadia16_88j6, ecaade2016_110j30, b5ed, fea0, 8e62, 46d5, 5a1b, 9612, a675, 36f6, sigradi2013_248v, 705b, acba, 9dcc, acadia14projects_81n, 81ce, d7c5, a64e, 0322, sigradi2014_221i8, 57b4, ecaade2016_080a24, a835, 8a15, c67b, 58b9, ecaade2016_197b52, a138, 5e08, 684c, 5bd0, b962, 8960, 84c6, b72d, 1cf4, 1a79, 6e05, 0a6d, a41d, c923, ecaade2016_163t45, 3a1e, acadia14projects_63av, ijac201412301r5, 7a97, 081c, 391f, 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