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 caadria2015_172
authors Choo, Thian-Siong and Patrick Janssen
year 2015
title Performance-Based Parametric Design : A Framework for Building Envelope Design
source Emerging Experience in Past, Present and Future of Digital Architecture, Proceedings of the 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 2015) / Daegu 20-22 May 2015, pp. 603-612
summary Existing performance-based design exploration methods typically suffer from a lack of real-time feedback and a lack of actionable feedback. This paper proposes a hybrid design exploration method that overcomes these issues by combining parametric modelling, surrogate modelling, and evolutionary algorithms. The proposed method is structured as a mixed-initiative approach, in which parametric modelling is the key to creating a synergistic relationship between the architect and the computational system. Surrogate-based techniques will address the issue of real-time feedback, the evolutionary exploration techniques will address the issue of actionable feedback. As a first stage in developing the PEX method, this paper reports on two experiments conducted to identify an appropriate surrogate modelling technique that is efficient and robust.
keywords Performance-based design, parametric modelling, surrogate modelling, evolutionary algorithms
series CAADRIA
email choothiansiong@yahoo.co.uk
full text file.pdf (1,358,028 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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1e63, acadia16_12x1, 62fe, ad9f, e8c8, 155a, ecaade2016_021g6, 4f4c, sigradi2016_408x, 6861, 5dc5, 73d2, 7694, 9ab2, 979e, acadia15_211o8, d8ab, d76c, 117f, b1d7, d3d2, 68b6, caadria2015_208e31, a019, 88c5, caadria2015_043k5, caadria2015_081d12, c5f7, ca04, caadria2017_004i2, f18b, 748e, 5611, fb90, ecaade2014_214p54, dfef, daf5, d769, acadia14projects_549t, 972c, 9198, 2ab0, b53e, 7e75, 90d0, 74b2, 5faa, 4cce, 5097, 3669, 2272, 6477, 5c4b, ad91, ijac201614208j13, 49ec, caadria2017_051o17, ijac201412302o7, cb70, 692d, cc0c, ee5d, 643b, 9be8, ee85, d9b7, 8686, fc70, ijac201513205v7, 4351, d16a, 1fb1, 6cd8, 1c80, da74, 05ab, ascaad2016_025r10, f59c, 9317, 050b, 0912, 216d, 0d99, fe01, 42d3, 248a, ecaade2014_184o46, de6f, caadria2017_069y21, 8cd0, sigradi2016_409ff, f701, 11aa, 5819, ijac201614208m13, ascaad2014_031f9, b048, 7eaa, 053a, 2210, ecaade2015_173k37, 705a, 21c2, 5816, ecaade2015_25k5, a210, 1f8c, 7577, d432, 060a, 080a, ijac201513206d9, d4b0, f4c9, caadria2015_176m26, c3af, 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07e6, 2b5e, ddea, e7c3, caadria2015_124d20, 33df, caadria2017_190s45, c537, sigradi2013_305, e979, 0fd6, 7762, a457, 3352, 6dc0, ecaade2014_088h21, c3cb, ijac201412404o7, a3bd, deb1, 9f93, 445e, ijac201614308c5, ecaade2016_046d13, 6255, 3d29, 8d3d, 3a63, 2d5c, 55a4, 3b9b, 6c97, b006, 5dbe, 2092, 2790, f0b3, f200, 1f14, 43fc, 8b73, 9eb2, 71c5, 90cb, ecaade2016_123v33, bc9e, fa5f, 1f33, 6e54, ecaade2014_198u51, a911, ecaade2015_297f65, 2c55, ascaad2016_016u6, 4eb8, e447, 277a, 0d59, e07d, 702f, ascaad2016_031k12, 5683, 1f73, sigradi2015_8.41y10, b9d9, sigradi2016_484j, 7930, 4227, d5f8, 2a7c, d99e, 6e07, e1b6, 470e, sigradi2016_741kk, 1c3a, 31e8, e4fe, ecaade2014_044v10, caadria2015_096o15, 546f, ab40, 7613, 0f3a, 6914, ce66, 138c, da2a, caadria2017_015a5, a694, c31c, d851, ecaade2016_045k12, 0e7c, d95e, acadia14_111h, 726c, 78d6, e5bf, acadia14_435aj, 821b, 0244, sigradi2015_3.268a5, caaa, caadria2015_078m11, 91b6, caadria2016_003j1, ecaade2016_217n55, 825d, b958, 9de2, e2e7, 6056, 47b8, ea91, 4167, bd36, 0a08, 2afe, 0c05, bb51, e28d, 02e1, ecaade2015_144d31, 5a40, 96a1, 744d, 5d20, f6c5, d1f2, 3d7f, 1073, 0e12, 0828, c4aa, 7c4f, 342a, 3260, da5a, ecaade2016_238z63, af0e, 09e8, 419b, dc62, a0e8, 73b2, ea4b, 3b64, 1481, 6154, 3886, acadia16_72c5, fa4b, d374, e489, 2e23, 1aee, 578a, a95d, 13f6, 1d4b, ecaade2016_217j56, 4288, 63c8, 847d, c51d, 6952, 1889, 05c2, 181b, 316e, 3f6b, 82fd, 28c2, sigradi2016_550o, fa07, ecaade2014_010d1, sigradi2013_401g, acadia14_453g, 4bed, ecaade2014_176h44, ijac201614205h10, 3543, ijac201614407o4, acadia16_62s4, 5e22, 4d24, 4d48, ijac201412408n2, af97, 59a4, ce9e, 17d4, a34c, a49c, cbbd, acadia16_270u16, 1703, a4d4, 9e95, 9164, a27b, caadria2017_183e44, e7ea, c5e3, ba46, 0429, sigradi2013_429, 4c24, ecaade2015_261m58, 1c5c, e920, 8114, 99f2, fc64, 0247, 8195, 1f80, 4c9e, sigradi2015_3.268d5, acadia15_451s19, e167, e0b7, ecaade2014_195u50, ff70, sigradi2014_152v3, 5f70, sigradi2014_172y4, cfff, 0917, 5167, acadia16_440w25, 756e, 0c2e, ijac201614307f4, b82a, 8029, 59d5, a923, 8624, 435c, 69f3, 21ab, acadia15_333r13, caadria2017_142e37, d6cf, ecaade2013r_001n1, 4c98, 1e6b, 8cf0, 9dec, dc23, 3423, sigradi2013_30c, 71fc, ijac201614201d7, 8bee, acadia14projects_497ab, bb29, sigradi2014_345r8, c760, 20a2, df89, 1250, 1ae2, 32c3, 6d5d, 4de0, 502e, caadria2015_124y19, 7687, 81da, 6930, acadia16_106x7, 683b, bc90, ascaad2016_021l8, 6aa6, db49, ijac201412304u9, ee15, caadria2016_373h16, 99df, 024a, 5d35, ecaade2014_157k38, 3567, e5cd, ecaade2016_021b6, 8c57, f102, 4414, 6445, fc96, 444d, 817b, sigradi2014_345m8, ecaade2015_77x14, sigradi2013_184z, eec9, 3fea, b05e, acadia14_125s, 29c5, ijac201513101p1, 3064, sigradi2015_10.138c19, 78cf, f47a, 45f3, e05a, e392, 95a2, b6e9, caadria2016_651g28, 800c, 421a, sigradi2016_592bb, 97ac, 6fe9, ac87, f87f, abcf, ecaade2014_156i38, caadria2017_048u15, 8336, ecaade2016_130v36, 9830, e823, dc24, 4d2b, 1282, 5c32, 1c61, ecaade2016_067r16, 2fe9, 0c9f, 5b5d, 1be7, 44d7, caadria2015_086l13, acadia14projects_135aa, 939d, d8a9, 4ccc, 6691, 1d6d, 19f2, ecaade2016_217y55, 1135, 5ec9, sigradi2015_4.52k6, 443a, 8aed, 6eb7, eb10, 6c9a, dee1, d218, f9da, 6025, a2ae, 6105, 8caf, 4608, 57fe, 17c4, sigradi2015_10.7d18, d534, 0d01, 8ae6, b933, ecaade2015_53t9, ada3, 8c23, f518, d4a6, caadria2015_213i33, c156, a313, 7be5, 392e, 8d2f, acadia16_206r13, da78, 3fa2, d51f, caadria2015_181b27, 7e32, ijac201614308k5, c44d, 5758, 818e, cbca, b653, 4457, 1480, ecaade2016_127z34, 02ad, 0cf7, 9689, 32b8, 3781, da88, 7d4a, e4e6, 5c82, ccce, e6ff, 2cf6, e3d6, 2cd7, 27c3, e76c, 1679, 8c9b, 74b8, 412d, 1eac, 903d, 75e1, sigradi2015_13.181t28, e419, 35bc, ecaade2014_140x31, 0030, 018c, 2f14, 72a8, 4565, bbb7, f67b, acadia14projects_199ag, sigradi2016_448x, 4b06, 71a4, 297a, ecaade2015_22a5, 7882, ec1e, 5432, 4e3e, b4d9, ecaade2014_153f37, cf84, fdaa, 169b, b64b, 002c, ecaade2015_284w61, b00d, a25b, 8893, 0c2b, 077f, fb4c, 0f1b, 358f, 7574, 2bb2, ba5d, aeee, d882, ca74, 581b, caadria2017_015k5, c20e, sigradi2016_814j, cada, c133, 035c, acadia14projects_579j, 9d75, 2028, f310, acadia15_243e10, b8dc, 2c20, 1e2d, be45, c5e2, 30cd, 5e91, 3471, b24e, 5427, a0b3, 0a11, 46e1, sigradi2016_592s, 0000, ecaade2015_302f66, 9034, e4dc, 765d, dc93, 195f, 2c01, 7c8f, 8a21, b3a4, b0e9, 97ef, b74b, eaf0, ae88, 17b5, ecaade2016_199x52, 7dfb, ascaad2016_048f20, ecaade2015_206n45, 87e4, 6d38, 6504, b137, b5f2, ecaade2014_225f58, bd92, a722, 9d1a, 69eb, cdc4, 808a, 0eba, 4231, 125c, ijac201513303t10, 8091, 6a10, c274, c60c, caadria2016_871t37, ee43, 225d, 5594, 66bc, caadria2016_579p24, 72d0, e04f, 296e, 3535, c8bf, def4, 9dd7, 4d6d, ecaade2015_18a3, ef7b, 7a7a, 0975, ecaade2014_218p55, ecaade2015_144y30, ecaade2016_077s22, 63f9, 255e, f9d7, 63e8, f5ce, 44a1, ijac201513105d4, ecaade2016_079r23, afe3, b842, caadria2015_164d25, sigradi2015_2.213x1, 78e1, 67f1, 6543, sigradi2013_244n, caadria2016_861c37, bf66, 5acf, 32d4, d5d0, 92cd, 7101, 928d, 44c0, bed4, 6517, c209, 8f44, sigradi2013_359l, ecaade2016_129p35, 5d4e, c0a5, acadia14projects_627d, ecaade2014_139e31, 55f3, 32cb, 9c0f, c10e, 8cb2, 08bb, 15c4, fa44, ecaade2016_167u47, d2c6, ecaade2015_269r59, ascaad2016_007p3, 9db5, sigradi2013_95r, ecaade2015_200p43, 9229, 5692, 5db8, 9bd0, 6ed6, 1752, ijac201412403v5, 6fd4, be3a, 2f7e, a83a, 2b29, b19b, 1b99, 18bc, 63d1, cb08, ad89, f494, 1c1f, ecaade2016_071p19, 8d9d, sigradi2015_10.220f20, 1025, 4c52, c851, 040a, b732, ecaade2016_077z22, acadia15_195c8, cdfd, ijac201614208d14, 5465, f717, ac38, ijac201614203b9, e162, ijac201513303j11, 263f, ijac201513305n12, ca17, c917, 856c, 60c6, 58ed, caadria2015_206l30, 820d, 7354, 6499, f4e5, 7d5e, 9ebe, 2800, b8ae, b836, d1e8, ecaade2015_122h24, c6ea, de20, ec04, a9ff, a9c4, 2d72, cf8d, 46e5, 0fa6, 2d01, 2998, 26bb, c531, 1e94, c5a4, eb49, 15f8, cb82, 1540, 1b2c, af22, 609c, 6789, 7dcc, cdce, acadia16_174a12, ecaade2015_171v36, dd48, 07a1, 15dc, caadria2016_125o5, 823a, ijac201412401z3, 2cb0, 0cf3, ecaade2015_94e19, f2e9, ecaade2016_130d37, 37ac, fff8, sigradi2016_690d, 8874, 481e, d567, 6ef5, sigradi2014_339a8, 6dc5, acadia14_565ae, sigradi2014_192r6, caadria2015_102c16, 0e06, sigradi2015_8.186n12, 295d, 43c8, 5cf3, 7e10, 9606, 6e01, 0b76, 10f5, caadria2017_029h10, 815d, 9dae, 9063, cbf3, sigradi2016_809uu, 0f87, acadia14projects_101u, bb64, ascaad2014_037o2, 3f24, 0ea9, 2036, f87c, 7307, 2630, da17, 0a33, ijac201412304o9, 8e70, ecaade2014_198n51, 2bf2, ijac201614202o7, d7d6, 81ef, ca47, ecaade2016_043c12, 462c, d142, a0d2, d176, 14c0, b605, 2d9d, 24f8, 2378, ecaade2016_199b53, ecaade2015_53v8, 5909, sigradi2014_169s4, 09ff, 6ea6, ecaade2015_115b23, 9e48, 0e10, f5e5, a4e7, 109e, afb9, b4ef, 19b3, 900d, 500e, 32cf, ecaade2014_132d29, ad30, a706, 589a, 6a49, 92c7, d9b1, 57ed, 28d7, ijac201412302g7, 0efe, d5b7, e5b8, 1d88, ad65, 41e9, 2673, 10d4, 3901, b27e, 1421, 1524, acadia15_323c13, caadria2016_435m18, d789, 118b, 7324, c9b1, f279, 8363, ascaad2016_045d18, 5547, ecaade2014_014y2, 110a, a5e5, ebdb, ecaade2016_ws-afuturen67, 1af5, a9a4, ecaade2014_023k6, 7cdb, e039, 616e, a296, 78e5, d072, 045b, c127, 488b, b9fa, caadria2015_156k24, 1bb3, ecaade2015_307o67, 869d, 49f2, 4290, a66f, 635f, fc46, f567, 2d9a, 6711, ecaade2014_180e45, 6933, a3aa, d7f2, 0758, ecaade2014_052e13, d5de, e19c, 096e, 221c, 6699, 31e6, c7b1, f908, 54dd, 2442, 7e2c, a029, sigradi2013_400c, 645d, 3bf5, d696, 701d, acadia14_681ao, d64a, e999, 48fa, 41a1, 35df, sigradi2016_777ff, 30aa, ecaade2016_243y64, a6fb, acadia14projects_135n, ecaade2016_163v45, 55c6, abbe, ede4, 4d49, 1b5c, 6f51, sigradi2016_360s, 441e, 6ff9, fbe3, 6817, cb66, 525b, ba48, 1225, a1a1, c321, sigradi2013_200d, sigradi2013_425, 14f5, 79bb, acadia14projects_347ai, 1d9e, 7ab8, 89e0, 4cd9, bcf0, 7c4d, ee99, d71f, 94a5, d3cd, b600, b9a5, 8466, a8d3, bce6, dd4a, ecaade2015_22t4, 71d6, 64ef, 727f, dd0b, eb01, 369c, 7c98, acadia16_280s17, 142f, 7701, ce27, e666, ecaade2014_052i12, 0a6f, 68fb, ecaade2016_164p46, e0d8, 2d9e, 345c, 0ec8, a878, 0d2f, 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ijac201513203p7, ascaad2014_034m1, e904, acadia14_671o, cc0a, ijac201614407r4, be72, 82bc, 1b16, 9352, ijac201614203r8, caadria2015_087k14, 2f76, b26e, 37a9, ecaade2015_171t36, 4b38, ijac201614304y2, b388, d6e0, ca87, ijac201614104m4, 4629, b149, cee6, fbdf, 7d08, caadria2015_156h24, 3929, 2b21, caadria2016_663t28, 60e9, 2434, 4197, acadia15_333d14, fa7a, 9ede, bcb8, 082f, df52, fd4b, edf1, 7667, 35c2, 33e2, 0e49, 3514, 6773, 93b9, 455f, 42cd, 1b87, c69e, 4f7a, 104e, d832, 6694, d0dc, afac, f3d8, b84b, 395a, 485e, 88c2, caadria2017_086f25, f181, eb69, ecaade2014_169s42, sigradi2016_446f, acadia14_101z, 8462, 9489, 601c, e6bb, sigradi2015_sp_8.284l30, 079d, dc07, e2fe, sigradi2013_386, b262, 6fdf, d2d1, acadia14_301a, f079, dafc, 5c57, acadia14_497ab, a8f4, acadia16_98n7, ecaade2015_235j53, caadria2016_167s7, 52f1, 1b5a, 8613, d227, 6b01, 9e14, abb3, cdf9, 6880, acadia14projects_281z, d340, 7dce, ijac201412404f8, 7185, a60b, 7e92, a5f7, caadria2017_131g35, 270f, acadia14_357aw, 8ae0, cf79, 36f7, 2a1a, 48e9, e229, e588, 0982, fd33, ac4e, bad9, ecaade2015_22p4, a5f5, c4cb, 4742, 433a, 0a8e, 9f25, d1e6, 1a64, 15f0, 16b5, 2bce, 9b7c, 5d18, 2724, ff36, 4099, 3591, 4b51, 4f81, 696c, ascaad2014_018f2, caadria2016_745d32, 9d43, 0340, 4e1c, 0bc5, df77, 8dee, 8087, 9d59, 503a, 0140, e49b, e614, ce79, ijac201412401b4, ecaade2014_149o34, sigradi2014_186y5, ascaad2014_008p4, 4db0, 3f86, ad10, 1c93, 45e8, acadia14_565n, 375f, ijac201513203b7, acadia14projects_375c, 8197, ecaade2015_91d18, 9f96, 1719, a069, ecaade2015_138e27, f8e3, b082, 48d9, fe73, a906, 0bb3, sigradi2014_041b3, ecaade2015_138b29, ed71, acdb, 1972, 7e40, 0c41, 662f, 3547, 3a76, f0e1, 79c9, df9e, 513b, ascaad2016_001g1, aae0, 6e3d, 48f8, 5d6b, 2e86, fd2d, 37be, 0361, 3b57, d10c, 5087, 1f76, 3037, 3e70, e40b, 4ffe, 9b2a, ffd4, ee1d, 250e, af87, ecaade2013r_009t5, 1166, 76ec, ecaade2015_215t47, 4fb5, caadria2017_124s33, 4c65, sigradi2013_414u, ede1, 1745, 6642, a05d, sigradi2015_10.177w19, 319c, 29ab, f568, 1209, 0ddd, b259, 3096, 51fe, ccff, 597f, c4a9, b8e8, d513, ijac201513206i9, 111a, 70e8, caadria2017_142j37, 8cf2, ab37, 742e, ecaade2015_144w30, ecaade2016_171c49, 08df, 269b, 9e6f, 1103, ecaade2014_239j61, 54cb, 4562, eee9, ascaad2014_010r5, 81b4, 9728, c1a8, 5f1f, ascaad2016_014j6, 6d61, 4f33, fcdf, 5358, acadia14_117g, 97b9, 78e0, 1cfa, ijac201412206y4, 7061, 62ba, 0fbc, be78, 3bb2, ecaade2016_111p30, ascaad2016_058e23, ijac201614202t7, ecaade2014_060z14, 45c0, 5ece, 8bc7, aa83, cb7c, 06c4, b9f5, 5527, ecaade2014_186s47, 1fed, 584a, 407c, 4395, 2a38, acadia16_402m24, 1f44, f441, ecaade2016_157w42, 083e, aea4, 9d2a, 87bd, 5f95, a19b, sigradi2016_446ww, 4f5d, 7fbf, 1645, 522b, 3d77, 78da, 0590, 3fbe, 6119, fe7a, acadia14_101m, 352c, 2b7a, 3d37, c862, ad21, c578, edb8, 91f3, 22ec, bc17, acadia14_699s, ascaad2016_004h2, a279, 565f, f6a2, ecaade2015_64n13, 77a5, 638a, 1d6a, 19d7, 19cd, 5666, 4fc8, b4e4, 3a18, sigradi2015_10.262k20, 4cf4, 9fe6, 3e3c, 61cb, 1493, acadia16_224w14, 6916, 4a72, f070, 6954, 90f4, 0e41, d3e7, 653f, 406c, 182a, d07b, fb00, 7ae7, a9ce, 2c8b, e56a, sigradi2015_7.203g10, 9aaf, 8691, 1f97, acadia14projects_601ag, ed0f, 8968, acadia15_323s12, 1045, ecaade2016_068m18, b031, sigradi2016_515g, 38d8, f85e, 82ac, caadria2017_018w7, ed02, 3b06, b900, 222f, 329c, 1cd4, ecaade2016_151f41, f69b, caadria2015_164i25, acadia14projects_101at, caadria2016_851a36, d88b, ca95, f68d, 93f8, c54a, sigradi2015_4.219v6, sigradi2014_103y8, d35e, b311, 9f55, 2608, 774d, 57e1, 5db6, bbea, 2eb6, 1882, acadia16_24t2, ed17, e4dd, 9494, ascaad2014_008k4, ijac201412302j7, ascaad2016_048b20, 0892, 7410, 7eb8, 0a30, 102a, c038, 68de, 7957, caadria2015_246a36, 4528, 8a59, acadia14_53o, cc5f, c842, a72f, bb2a, ccca, 0624, ascaad2016_045l18, f8f4, caadria2017_094r25, bcdb, 98d2, ea72, 4318, e00a, bfcc, ff04, d357, e019, 835a, d5e3, 6aa2, 6b0b, 01a6, 9197, a592, 1cd5, 34e5, 5376, 5676, bed9, e153, sigradi2014_021r1, c762, 3234, 1b1d, 277d, ecaade2013r_009v5, d00d, 1dda, 2ccf, 884c, 2319, e49a, 5215, b90b, caadria2016_209v9, cf07, 937b, ecaade2014_226a59, 00bd, b9a3, sigradi2013_10d, d6a8, b7c3, 60de, 6ad0, eeb8, 4bc6, 883e, c6b3, 67c7, ca68, 53fc, 38a0, d41c, bbb0, ecd1, 8dc2, caadria2016_487s20, 5b15, cc5e, 00b8, 96a8, ee02, acadia15_333p13, 67f0, 20bd, 6f56, acadia16_12i1, 25d3, acadia16_184i12, 6628, e1b1, 826a, ascaad2014_005z2, ijac201513103x2, 7eb2, 599b, ecaade2015_241t55, acadia16_236h15, acadia16_352d22, a4b3, 4084, c7a3, df6c, 55d4, a14d, 8641, caadria2016_405e17, 4268, 8c0d, d5f4, c9d7, 6ab9, 8bdb, b760, 75ec, 440b, d850, d835, 9c0e, 773c, c506, f8c4, 97b0, 6fdd, ecaade2014_152h36, 3aa8, sigradi2013_393o, acadia16_270h17, 64f2, ecaade2016_118k31, a79f, ef15, 1ec2, a06d, a472, ca66, 6842, sigradi2015_7.146b10, 69d5, caadria2015_102w15, 1e51, 80e5, 4de7, 98d0, 8339, 78db, 8d70, d4d6, dc03, ecaade2015_114s22, 452f, acadia14projects_291az, ecaade2014_086s20, f542, 3906, caadria2015_078i11, 4f0a, f51f, 133a, b7aa, 51b4, 83c5, 2d33, 855d, 0147, sigradi2013_342p, 1623, caf1, e4cc, caadria2016_187v8, 2c25, 7d62, 96b7, 769d, a9fc, 1a75, 80d8, 7da5, 24fb, 140b, ecaade2015_127v24, e827, 6d6d, ecaade2016_065x15, f7ef, e4d2, 3341, 85f3, ec06, 0d4a, fb02, 265f, 1cc0, d005, caadria2016_187b9, 145e, da31, ijac201614101a1, 57e8, 040e, 7a91, sigradi2013_194t, sigradi2014_123r9, 5371, 6d01, sigradi2013_46, 190c, 70b4, 482e, sigradi2013_243f, 6303, sigradi2016_647nn, 0fb8, a71e, 2462, acadia16_270g17, 8210, 87a8, 06f7, c615, 8e6f, b9a8, a16e, b1e0, a207, 6138, adac, b318, 3a2d, d1c5, fc50, ascaad2016_038y14, 6201, 8d86, 6a7e, sigradi2013_74f, 29ee, acadia14_101x, 21bb, 6e21, 18d9, sigradi2016_625xx, 4a9b, c698, e97f, fbc4, 48b2, bef4, 2de6, dd8c, 3479, 3f32, 5633, 0c7c, 809b, 56a8, 1aae, 472c, f15a, ecaade2015_139v29, c019, 1548, f27d, b4c0, 4c80, 0e63, 1547, c863, a435, 1605, sigradi2015_4.219u6, a0d7, ce8e, 72ab, sigradi2014_082s7, 00a3, sigradi2014_109f9, e5fb, ecaade2014_044y10, df6f, a91b, caadria2017_079b24, c90d, 9bec, e8ca, 1221, 74c5, 2cf2, 2a55, dd32, ijac201412402h4, ecaade2014_085g20, b7d1, acadia16_280n17, 0fe1, 19c8, a78a, a7db, ecaade2014_202n52, f32f, 27d8, 2f12, de2b, bdeb, 924e, ijac201412408z2, 8a97, 7737, af1d, 89bc, ijac201614407d5, acadia14_601ag, aecf, caadria2017_145f38, 896f, cd3e, ed3a, 595a, dc5f, ecaade2015_138z28, 1800, 2d96, acadia14projects_311s, a43f, ecaade2014_224x56, ad51, 50e0, 397e, ecaade2014_175z43, cd98, 29d8, 9259, 0379, f5db, 50a8, d205, 2b27, d87f, 41be, ecaade2015_103o20, 3944, f276, 065b, fe5e, ecaade2016_121p33, 1f0a, ijac201412404a8, 7a97, 987d, 2b48, 38fc, acadia14projects_311z, 4bdc, 90db, 5131, 6cf0, a0c4, 20d8, sigradi2013_343, d5e1, caadria2015_108u16, 3fd2, 1bab, f7b7, acadia14_291am, 5486, 3937, cae2, 54b8, sigradi2015_6.327t8, d97f, b2a6, e912, sigradi2013_387v, caadria2015_172e26, ecaade2015_25l5, 6a3c, 6b99, 3a34, 19ec, 2e04, ascaad2016_022m9, 05ba, 3a09, 877e, 5a34, 822a, f368, a988, 925c, b834, 20b5, sigradi2016_695o, ecaade2014_201d52, 1ce4, a93e, caadria2017_122x31, 4a3a, f9c7, e38e, 8e29, bdef, sigradi2014_213x7, da8c, fe3c, 976c, 3f7c, 6afd, 9cfa, sigradi2013_400l, caadria2016_663m28, 4176, a2f7, 6684, 030e, 4b8d, c1c5, 9dee, 6723, 8929, a9a3, 931e, d6fc, 6212, 099a, caadria2017_016e7, ca96, ec86, 4369, 45cf, 6db3, ijac201412404g8, ddc3, 91aa, a89a, 391f, 015d, ee1c, cee8, ecaade2013r_017b9, bbf2, 3a73, ecaade2014_149p34, bef7, f01c, 94de, ecaade2013r_010y6, 46ec, b545, 54b3, caadria2017_118g31, 3f20, 2374, a33a, 1ea5, 4838, 1122, 2023, 40b7, a584, e6a7, a4d2, 7991, ab1f, bffb, 8507, 401f, ffa4, 88e0, 47e7, d391, 0605, 7a72, 1910, 6d2a, f92e, 4dd3, ecaade2014_030n8, d36a, sigradi2015_4.52p6, 2563, cd72, ecaade2015_287h63, 6a29, 6bad, b618, 91dc, d673, ascaad2016_039t15, 855a, 254b, 97dd, afb3, ascaad2014_013s6, 03e5, 6881, 53ee, 2dad, ecaade2013r_001k1, caadria2017_018p7, 11c3, e71d, 35a0, 4865, sigradi2014_049i5, f49b, d74b, sigradi2014_074s6, 7102, c73a, 9e66, cf3a, 958a, 802c, 81b7, a663, acadia14_23u, fbc0, 63a8, e1ad, dee4, e99a, ee4b, c205, 273e, 8599, 64e1, d106, 2d23, cd00, 8fcc, c390, 8806, eff5, 99e7, ecaade2015_301w65, acadia16_196a13, ijac201412408h2, caadria2016_735u31, ecaade2016_bkot65, a5e8, c611, 943b, ecaade2016_230a62, 8b96, acadia15_311p12, aedc, 3b70, d7ee, a430, 251e, dba3, d405, 84a0, ijac201513206v9, a2c9, 8538, ecaade2016_118d32, acadia16_478a28, aa60, e032, 5579, acadia15_395g17, 7c95, f9d8, fe88, a7ae, cb1e, 8adf, fac8, ecaade2014_055a14, ddbf, 3f96, caadria2015_070j9, eb32, 3eff, sigradi2013_294v, sigradi2013_234d, b86d, d11c, ijac201513203r7, 3e63, 3b93, 5c58, acadia14_281y, bfb1, 9c7e, 610e, 045f, 1bd6, a2fc, ecaade2014_010p1, acadia14_375a, acadia15_149u5, caadria2016_829b35, ascaad2016_043o17, 78bd, eaec, 3c30, cd09, e9a4, 84b1, eefb, 5bf1, sigradi2014_345k8, 689a, 61a4, 0fbd, 59cc, 6f94, sigradi2015_11.8m23, 0601, a116, 7449, dad4, 7270, acadia14_347ao, e00b, c174, 1137, 45e0, caadria2017_016z6, caadria2016_725k31, caadria2015_114g18, 6c13, acadia16_196i13, ecaade2014_072d18, ecaade2014_072e18, 4b22, sigradi2013_155j, 85e9, f8c9, 826d, 96e0, ecaade2016_071f19, ecaade2014_014c3, sigradi2014_128g1, 2c52, 9784, c082, 4618, ijac201412203d2, 03f4, ecaade2015_129r25, ecaade2015_77y14, 80b3, 4b71, 6e56, ecaade2016_015y3, a574, ecaade2016_025o7, fa92, 58d8, 9982, ab31, d59b, 670c, 157a, 0a26, 841a, 3f28, acadia16_24y2, a92f, d909, 498e, 1e29, 14f7, bcd3, 2a4f, 8080, a62c, ijac201513104m3, fe9e, sigradi2016_815y, acadia15_451g19, 8258, 1d38, ae61, 3474, 6385, 2c64, ijac201513105r4, e0af, e67a, 262a, sigradi2016_383ii, caadria2016_187c9, ecaade2016_222z57, f047, 92e4, 74ec, 179a, 76ed, c9fc, 875a, 841b, cef3, ecaade2016_223m58, 5e94, 9dbf, d409, 6936, 499d, 4513, 2861, 57bf, caadria2016_797x33, 2c43, 59b1, caadria2017_069v21, 07d2, 5874, d665, 9e08, eebc, e1b0, fae8, c785, e7fe, 4581, 0bf2, ecbd, 708d, 3286, 0ea6, ae14, c181, 7d17, be46, ecaade2016_140r39, 0c9a, e07e, 935e, 823b, ebac, 4be6, ae45, 4cc8, 5702, 798a, f7cb, 5e4e, ijac201614204i9, 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