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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ascaad2016_042s16, caadria2015_032w4, c5e3, 44bd, acadia15_203k8, 3db6, caadria2016_861f37, ecaade2014_224a58, ced7, f458, ecaade2016_002a1, sigradi2013_259i, 5b4e, 80bc, fa86, 7b3a, dea8, ecaade2014_153o36, 2a24, f967, 49f0, 03da, 6da8, f859, ijac201412304h1, ecaade2016_104w28, e3eb, f113, 3244, 6479, 0539, 97f0, 8d58, acadia14_549r, 8fa2, 2f82, ccc1, c0a0, c76b, 233f, ascaad2016_018l7, 047d, 9649, 7bbe, e2e0, 90f8, a1b0, ecaade2016_025f7, b90a, 42bd, ijac201412301m6, 1b42, caadria2017_057s19, 3d11, ac0a, 30f9, c675, 5d7f, ascaad2014_008o4, 5521, sigradi2013_359e, fdce, d0a8, 5b7b, a396, b8a1, c9f0, 015a, eb1e, 4ecc, ecaade2016_023j6, ecaade2014_149k34, c5e0, fbcf, d514, e1fd, 949b, 4aeb, 00ed, 2d4c, 9a07, a706, a6e4, 1130, 91e3, 3a08, afe0, 1dc7, dcef, aff2, 2a02, ac62, eae8, b412, fc27, ascaad2014_007g4, 1f40, 2779, 0529, 4555, 78f5, 1e95, 6de7, 14c5, 9eb9, ecaade2015_235z53, 9d7e, c542, e11f, 4045, 27eb, 162f, 4cc5, 1679, 1ec5, fc5c, sigradi2016_484tt, ijac201412307j3, b0c4, 877e, 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ecaade2013r_010s6, 9c67, 3d6d, 0c36, 40a0, f94c, e337, 15ea, 1a77, cd83, c737, 87d9, ijac201412303h8, d598, b2e5, ecaade2014_157e39, ec88, ad04, 019a, c74b, 3072, 8169, b179, ascaad2014_030w8, 1e55, sigradi2014_291o4, acadia14_609am, a499, 729a, 0c1e, 0af1, sigradi2013_303o, a3ec, caadria2017_052x17, 210a, 1e7a, d3f2, 7aae, d727, ijac201614206d11, b2c1, 7945, 1290, ecaade2015_158v33, ecaade2015_86p17, 6fad, 9318, 0cc8, 3a12, cca1, ecaade2016_158l43, b28b, acadia14_101o, 76f7, ijac201614103h3, f8f0, ee73, ijac201412204n2, 689e, 96db, 05f7, 1aeb, 270b, 48db, 06e9, acadia14projects_291am, 82c8, 73d4, 6990, 9eb7, b1e2, ecaade2016_077x22, b16c, sigradi2016_356i, bc82, b81d, 0cbb, 5c72, 05a6, 5720, a439, 0464, bcbf, 5ed9, 93e8, a76c, dd0e, 86cd, db81, ecaade2014_240c62, 26d7, d9fb, sigradi2014_169t4, 7423, ecaade2015_138w27, fe89, d575, e460, 94ce, 2c7f, 063c, caadria2017_101j27, 77dd, e8bc, 6f58, caadria2016_073w3, 35a9, caadria2016_405a17, 25c3, 2c53, d081, 05e1, b8e1, bd01, ecaade2016_079o23, caadria2017_040p12, sigradi2014_080o7, 6892, 3843, acadia15_431j18, 1f23, acadia14projects_619ab, caadria2017_074f23, 1182, 60a1, 4ee5, 87b0, 7fb7, 868b, 0350, 2a48, c46d, sigradi2016_602h, 8a84, 43fa, sigradi2014_197u6, 1440, 39da, 9583, 6239, 6add, b07c, ebca, sigradi2015_8.47g11, acadia14_531o, f665, 1919, sigradi2015_sp_10.179i31, c169, ascaad2014_036g2, af7f, aed0, ecaade2015_59x10, 4955, 133f, 17a4, 961a, 4785, 0c94, 8c54, ebd1, 1b47, ecaade2014_182z45, a19b, ed50, acadia16_478k28, a7fc, 3496, c4a9, b049, e94b, f90e, sigradi2013_212s, 8c83, c0b4, 1c19, 9827, ecaade2016_068r17, ecaade2016_162b45, sigradi2013_10a, 9987, 99a9, d182, db51, cbd1, dea5, 8a16, 22d2, ascaad2014_017f1, df98, 51d1, d392, 7915, 0266, 4c6f, 34c6, sigradi2013_212, f80f, a5c2, 55ab, 413a, ijac201513302h10, 06bd, caadria2016_829e35, 4ecb, eff6, a3ee, d4ec, 745c, 8286, ee78, fda2, 028e, 9657, 0785, 060b, ecaade2015_332p71, 7a85, 99f5, 0a3e, 325a, sigradi2015_3.11c2, df61, e1f2, ijac201614102s1, f6a3, 752b, 096e, ecaade2014_145h33, ijac201513301z9, a1bd, e006, a11e, 2d27, b1da, sigradi2015_3.11e2, c03b, 568c, 58b3, 4c1b, 709a, 9d88, 673d, 40c5, 9097, ijac201412402a5, 4e02, db67, 6258, ascaad2014_023v4, 5b58, 60d3, 0588, 007e, 4908, 19a3, 163b, 6838, 1ecd, 05ca, 904f, 9408, cd1e, ijac201412404v7, ecaade2016_037d10, 03b7, 9e53, caadria2017_182p43, 42f7, acadia14_237au, a854, 76bc, 8836, ecaade2014_186z47, 3153, 7195, ascaad2016_031l12, 45cf, sigradi2015_2.162n1, 536f, fec4, 5fef, d937, 7aed, 76e8, c747, 29eb, 6cef, 148a, 51b1, 5fcc, db7c, 4874, 6c27, d53e, e256, caadria2015_122n19, ijac201614105o5, f911, 8190, 6c04, e9ae, sigradi2013_389j, de65, 4884, ecaade2014_224o56, 1fe1, e961, acadia16_478w27, 3460, bad8, f4b4, 4026, ebdc, ecaade2014_198s51, 7a4b, e8c5, acadia15_311h12, ecaade2014_176x43, a692, 780d, 6085, 5380, 0d70, 2459, fb69, bb80, 360e, 5e0f, c789, 1425, f05a, 71d2, 4092, sigradi2016_637t, ecaade2016_013s3, 193a, 9557, d3b8, 32f3, 195b, 1314, dc60, 57f3, 1636, sigradi2014_048y4, b623, 4a97, 12d5, ca91, 3acb, a6be, 91df, a5fb, sigradi2015_9.141j16, 4772, 99df, 7b03, 8cac, 7520, 6744, 8509, 3f91, ed69, ae87, 5b85, 5f60, ecaade2016_230c62, 8aa7, 3bda, 0cf5, ecaade2015_92k18, ecaade2016_230i62, b107, 6b22, bf84, sigradi2013_425n, 2c3d, ascaad2016_017c7, 3ca4, ef58, 3849, 50cb, 7426, ecaade2014_149k35, d738, sigradi2016_408dd, caadria2017_113m29, dfe7, 267a, ecaade2015_138t27, 269f, d83f, 8637, 8321, 33ac, 682e, 005f, 8f49, 2c2c, 5fb6, f80a, da27, 8756, ascaad2016_058g23, 2ccb, acadia14projects_43x, be73, 1ffd, d8e0, sigradi2016_815ii, ascaad2016_022z8, ecaade2014_038m9, e9ad, 80fe, f5ee, 250b, 2f00, daed, de32, d95a, 1dda, acadia14projects_589f, ec71, 3b5d, 1083, 4602, ac27, fb37, 2ec1, b251, 66fb, e1a5, dd0a, 7d5f, 5e74, e370, 425b, 2235, acadia15_333v13, 4c5c, dba3, ef7f, 3fee, 4c34, 0315, 1704, 594a, f4db, 5fda, 104c, 7db7, 48fe, 1cd5, f3d3, ecaade2015_122i24, 1a38, fbc7, acadia16_224u14, 2532, ijac201614207l11, c16e, 97cc, b05c, fa3f, 7d58, 662c, b1f4, 415d, 7397, aa40, 7ef4, 0d43, 1884, a999, ecaade2014_196b51, 1e6e, 4a16, 699d, 040b, 9566, bc5e, 177f, 5a0f, b9e3, 1512, 9b35, 431b, 7086, d8b6, 7a7b, 33f3, sigradi2016_792e, 3440, 3b5c, 524, 73dc, f0ed, 9d64, 2dd5, bb04, bc20, fe56, 9c6a, 8671, 5cfc, sigradi2014_015e1, 4240, 8cf5, 849c, 2515, 2434, 4d54, 0ea7, 31de, 6dbb, ecaade2015_241t55, a805, ce7a, 01b0, ecaade2015_48g8, ascaad2014_010m5, 6742, acadia14projects_601ah, 18f5, 6156, 6987, c07f, 6655, 5e83, caadria2016_663r28, ijac201412403b6, c367, c34e, ijac201513303c11, d905, 94e0, 625e, acadia16_254b16, 4e41, d070, eeb7, 7dce, 8ef7, sigradi2016_544c, f0ee, 6ca1, 7482, a154, ac79, caadria2017_074l23, ecaade2016_129g36, de14, sigradi2016_357j, 2e99, 24eb, 3708, 3171, df4f, e45a, cd96, ecaade2016_071y18, 85d2, b560, c0ea, 0a33, 42c2, 8608, 537b, b8e6, ee69, dd0d, cf94, ijac201614102d2, acadia16_214w13, caadria2016_797z33, c97b, 4515, 4181, f015, 9490, ba94, 4bef, d4fa, acadia14_135i, 1e90, sigradi2013_43, 23b4, ijac201614307m4, ecaade2016_168j48, 65a0, 3540, daec, 18bf, ecaade2014_224c58, 4e6b, 54d7, ecaade2014_208e54, c17c, 9e75, 27b3, 44e7, 9a78, ca8e, 0db5, eb98, ab62, 8664, e9ec, 2317, 96d3, 2844, 84d8, b79f, 010a, d3cc, sigradi2014_345z8, abf5, 660c, ecaade2014_066n15, 89cb, c145, b83d, 90d2, acadia16_478h28, c7d6, 9a3b, ecaade2015_64j13, ecaade2014_078p18, ecaade2015_233b53, acadia14projects_23af, ecaade2015_176x37, ecaade2015_169c35, ijac201412403r6, b347, 3aad, 4421, b730, f3a6, acadia14projects_177x, ad0b, a1c6, acadia15_407z17, 9068, a354, b63d, f4c8, b7b5, acadia14projects_339as, 3aa7, 54c9, d21a, 43c2, 454e, 0ca9, a61d, 8e30, e812, 7439, caadria2016_713c31, e034, sigradi2013_280o, 2949, e43a, fe84, sigradi2013_10c, ascaad2016_022i9, sigradi2014_213l7, caadria2015_030d4, 7d8f, 44ca, 9e32, f259, 6151, fbe6, a5e8, 4471, 7367, caadria2017_052w17, 3e36, 02e5, e42d, ascaad2016_005a3, 82d6, ecaade2016_243w64, 617f, 4a83, 01b6, 6af0, b046, 261d, 2083, 21d2, ecaade2014_023u6, e0dc, d12c, e06f, d473, ascaad2014_006v3, 2e28, caadria2017_107n28, 153f, ecaade2016_111o30, 1545, b641, c5bb, 8e5b, acf6, ecaade2015_205u44, de4c, 8815, 638a, 4ec4, cc2e, ecaade2014_149u34, 32ba, 27a5, ecaade2016_058b15, ca9e, 4ccd, 9514, 1cdb, acadia14projects_619y, 1d4f, 1351, 9efe, b71e, 51d7, acadia14projects_375f, e6f5, 9e7d, eda4, f0a4, e4dd, a73e, a14b, sigradi2013_326h, 259a, 18fc, 90d6, 5e15, e695, a327, 7ad5, 7aa2, c0f4, ascaad2016_028t11, 8e99, 318c, d6ef, 9c0a, d9e1, 0584, sigradi2013_260k, b8c5, f423, e896, 3cd4, caadria2015_048n5, 1d2b, ecaade2016_071z18, 8d12, a232, 1cb6, 8d72, 5725, a20c, 9e10, ijac201513203n7, d3c8, acadia15_431k18, d80e, 2ad0, e7a0, abbc, f384, e371, dbfc, 3f06, f303, 4df0, 1975, 9c5f, df28, 57d9, 9a90, 9bf2, sigradi2016_779tt, 23ac, sigradi2013_400l, 28a0, 553b, c592, 1cd9, 4ae5, d3f4, 7549, b4d5, 4870, f27f, 5118, ef0d, d80b, 0ae6, b457, 774b, ff6f, b4dc, a3c4, 1de8, 0b4a, ecaade2013r_003s2, 1946, c643, 7c56, 18af, acadia14_101x, 08bf, ecaade2016_170p48, a71e, fcd9, 0791, 8390, e625, 7e32, 701c, 1625, 4f87, caadria2016_085j4, d10b, 6528, ijac201412303n9, 7d47, fe07, aaa6, cd69, 5d8d, f6cc, f014, ecaade2016_222x57, f101, ecaade2015_21u3, caadria2017_003u1, 7b50, 412e, 906f, caadria2015_213g33, d309, 20b9, ecaade2016_006r1, 7d86, fd2f, 858b, a3f8, 073c, 7948, b2c0, ecaade2015_301x65, caadria2015_188s27, afc9, 6a69, e485, 04c1, 3f26, 5b9d, c9ba, cd84, 4230, b916, acadia14projects_681au, fe3d, ecaade2014_122w27, eb96, 2cc6, f66e, 481e, 1c84, 325f, caadria2016_405e17, 16bb, 5066, 1f36, sigradi2014_189k6, 3d31, ijac201614306c4, ecaade2015_317e69, a324, 68fe, 46a0, ef68, 311f, 1ea2, acadia14projects_189aw, 9c1d, 89b1, 01a6, 4f14, 17ed, e576, ac18, 01d0, c6b5, de53, ijac201614102o1, ascaad2014_028u7, a370, ecaade2014_149m35, 5bcf, caadria2017_107s28, b806, 6c42, ascaad2014_006u3, 7f20, 3ad0, 52a9, c0db, acadia14_523ar, 3b7a, c1df, 9e12, 1f4d, 8202, baed, d3ab, ijac201412304m1, 9b21, ca35, 004b, acadia16_308u18, 37f1, a562, 8eff, 3176, 13c2, eb51, c7f5, d788, sigradi2013_243f, dc91, e1d5, 80d9, 61ee, b5ae, 6567, a1af, e17d, ijac201614104u3, d4cb, ecaade2013r_018t9, afa5, 5da2, ecaade2016_123w33, 0697, b0f1, 634d, 5275, 3ec9, 361f, c52e, aae6, bbbe, c7fd, 5884, cae7, 4b4a, 37b3, 112c, sigradi2015_3.43l2, d5da, 0c2a, d162, ed24, 15ef, d78b, 9587, e374, 73cb, sigradi2015_sp_12.402v31, df4b, 6da0, 4b84, 5f73, ecaade2016_163w45, ecaade2015_136r26, ijac201412205r3, b830, a130, ccf3, b2dd, b53d, d95b, 3b72, 8b1f, 833c, b28d, e8ce, 0b1a, 82c0, 3f37, f4ed, 24fe, ec6e, d72f, bb68, 28b0, 6e24, 8a7d, ede0, ascaad2014_033f1, 2a3a, c0c8, 288d, aad5, 9acf, cf81, 8a77, fcf8, dc96, ecaade2016_002f1, sigradi2015_8.289d15, 45a7, 1dd2, ijac201513103x2, 9cec, acadia14_479r, sigradi2013_194l, 8209, 1525, f70f, eaa5, 09b9, 2821, 58fc, cd73, 1c7a, 8c9f, 1126, ecaade2015_100l19, 96c6, 1793, 8a94, 64e0, 6ea5, fa8c, 9311, c248, acadia14projects_247r, 0923, 783c, 83d1, d7f9, caadria2016_343e15, d802, c26c, d001, cd6c, f7f0, 12b9, bfb0, ijac201412401r3, 1689, 09b3, ascaad2014_003p1, 3b3e, acadia14_627h, 7ffe, 6c26, 81a4, 696d, 5362, 3b6f, dd4a, ace6, 9e91, f3ac, caadria2016_539x22, b35a, 4717, 39e9, ecaade2015_172a37, ijac201412301n6, efc6, c527, 6556, ecaade2016_119k32, 4f12, ascaad2016_058e23, deb5, sigradi2015_10.74n18, acadia14projects_339aa, f693, d704, acadia16_184t12, 0679, c494, caadria2017_016h6, e4d8, acadia14_267n, 2d06, ecaade2014_220e56, d808, ecaade2015_227p50, 7db8, 1e58, 5914, ecaade2016_016j4, ef94, 9241, 82f3, d540, a413, bf0d, 867d, 7c51, 6f0d, ecaade2015_205y44, fcf9, 0293, e8ba, ascaad2014_017e1, c4d2, 0a89, d25a, 4756, ab8b, 6aa5, 9449, 086f, 3639, 7c5f, ba14, 6a1f, ba58, 4a8e, dfc1, b55c, c96a, 2218, be87, b135, ed53, db53, 8025, ecaade2014_173n43, 72a5, 131a, e31d, 35c1, 6fc8, 5f4c, ecaade2016_bkoj65, 393e, 5702, 0d3d, caadria2016_177y7, 64b9, d029, 9fa3, 7a2a, 1ef6, caadria2017_168a42, 702a, 015d, 5f38, aa02, 959c, c941, ecaade2014_168y40, e0a8, 86f1, 3b0d, daf6, 622b, 63c8, caadria2017_189i45, f0f9, 99aa, 09d1, ecaade2014_019f5, sigradi2016_737dd, a69d, 4bdd, 88e3, e9b3, ecaade2015_332s71, ecaade2015_53b9, a40a, b7c8, caadria2016_851k36, ecaade2016_230d62, ecaade2014_138i30, 5bcc, 7f72, dd52, ede6, 1de7, d52d, 1f5e, 6e35, 05ee, ascaad2014_017d1, 56f6, caadria2015_208v30, 54a1, 9b92, b2a1, 7369, fbaa, 3110, 9484, a050, acadia15_323g13, e8fc, sigradi2014_192r6, e613, acadia14_281t, ecaade2016_042l11, b2d7, sigradi2013_74c, ee8c, ac06, bc62, d732, caadria2017_004k2, a794, a298, ijac201412408a3, 58d0, 9c08, 60b4, 89bb, f581, 2426, ascaad2014_004k2, 5892, f5ed, 02bc, bf6b, a80f, 8c75, 7be8, 584c, 5e90, 4495, f7a4, 597d, 7d9c, 3999, c299, f46f, 474d, 6070, 8b3d, 82a5, fdcd, 79a6, c3cb, 3f2b, e476, cf9d, 542c, 3dae, caadria2017_182y43, fa2d, 451d, 8785, 6ef3, caadria2016_425e18, 1e8f, acadia15_483s21, 1b6c, acadia16_88x6, 3280, ddd0, 6440, 63f2, e963, def9, a04a, ecaade2016_119t32, cabd, 06c8, 3524, d8f4, 76d1, 917c, d429, ecaade2014_140w31, 336b, d6e8, 8bd5, a3a9, 5797, af64, 11d3, fae3, 9a49, ea3c, caadria2017_158w39, bbf1, a63a, 9adc, 7d19, f18b, ijac201513105m4, 4d18, 62f1, sigradi2015_6.329y8, edb4, ad0e, 5206, d963, 2b16, 7838, d433, ecaade2016_243x64, 1681, a6c1, f50a, 4ded, caadria2017_047e15, aae9, 0189, ascaad2014_014w7, 7ce3, ecaade2014_020p5, f9b9, ecaade2014_133v29, 31c0, e75a, 1370, sigradi2013_138m, 36ec, 0910, 2d3a, 4aa4, eb84, sigradi2014_042p3, 8766, 7ea1, fab2, 672c, 166f, ascaad2016_039p15, 2988, 863c, 5253, d5cd, acadia14_473as, ascaad2014_019l3, 5d09, 1e85, 5e1c, 770c, 23e8, de43, 3725, 8d69, 48e2, 5c7a, 3d30, 7060, c1e5, 4afd, 5ddc, caadria2015_206b30, e7bb, b7cf, 31ff, 6fbd, a377, ea5d, 95d7, 7ed2, 5d1b, f1e2, 7bcf, 0bd2, 0dcd, 04d3, 4db6, 2db5, 18a7, af26, caadria2016_187b9, 54ab, 765d, ecaade2014_202m52, 680b, 923d, 3b47, 27f2, 7540, 85b7, 1d44, 6dc5, e80c, 0e35, 6443, ecaade2015_129h25, 9509, babd, 5fdb, sigradi2016_637y, 2772, 76f6, acadia14projects_237aw, ecaade2016_095h26, acadia16_12l1, 5180, sigradi2016_764d, 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ecaade2014_060x14, c5f7, acadia14projects_135ac, 246e, 057f, 7f61, 9859, 9150, 6aeb, caadria2017_048h16, 5abd, 30bb, e65b, 91f6, ecaade2016_028j8, 4b7b, ecaade2016_071w19, 883f, 1c21, 2e12, ea6e, 15cc, 9950, acadia16_394j24, c0c9, 49f5, dbb8, caadria2015_014l2, acadia16_98j7, 8c0c, b306, b6f6, c8be, bf8d, 4018, 209d, ijac201513201d6, d323, 6577, ecaade2015_279v60, acadia14projects_219c, caadria2016_663t28, 6cb6, eee6, 939a, eec7, e7be, 2072, c8bd, 9128, a48a, 4f92, 9019, 1b06, 7fb5, 974c, 1733, e027, caadria2015_246c36, d9da, 034e, ijac201614309h6, d48a, 8114, 8f82, ecaade2016_068g18, e74e, 6c56, 95dd, ecaade2014_105x23, 251c, ecaade2015_237k54, ecaade2014_151r35, 6382, 76ed, ecaade2015_73c14, c1cc, b934, bbab, 4fc4, a9ef, 7d0e, 5927, 34c4, f097, 00c8, 4410, 0359, 4bfa, 3d65, 51d3, 01bb, 7e35, acadia16_224p14, 55df, 8643, 563b, 5025, 0271, sigradi2016_568mm, 8edf, 3ded, 08ff, a5db, 73c3, b6ab, 75fc, 9169, e765, e2eb, caadria2015_117z18, 916e, acadia14projects_53u, 20cc, 38e8, 395e, caadria2017_124j33, cbc3, 4d4f, c81a, 922f, f806, b862, a352, 8f7e, db7e, aaf9, 8478, c007, acadia16_8a1, ecaade2014_023h6, ca74, 1250, d864, ea78, ff9c, e3b6, c35f, 24fd, d450, b4eb, ecaade2013r_002g2, ijac201412408d3, acadia14_177ae, 43e7, f2e4, caadria2016_167n7, 58aa, acadia15_371h16, d6fd, 978f, 85d9, 1058, 2106, 6e5e, sigradi2015_12.297e28, da23, 6739, f66a, 82ee, 124b, a7c1, b523, acadia16_106g8, 655f, 87a5, 9740, d4cf, 7f55, 8493, 2f4d, acadia14projects_445am, b064, a6af, bc4b, 9f55, 1978, ecaade2014_104v23, dbc8, 8e7b, caadria2015_014r2, 147d, ecaade2016_210j54, 995a, e194, 84d2, 3e7a, 3060, f939, ecaade2014_085k20, 6571, f447, 74ce, 3879, ae5a, caadria2017_069c22, 5aab, da60, 5efc, feee, c0e3, a97b, acadia15_161b6, e974, 1654, 96fc, ascaad2016_021j8, 7e86, 78f0, 36d7, 71b8, b2f4, bf32, e10a, e191, 29b9, e827, acadia14projects_339au, 766e, 11fb, 3fb4, 6579, caadria2017_004u2, bebd, 683f, 3163, dfd2, acadia14projects_101ar, ecaade2015_229j51, 2a7b, ecaade2014_092b22, ecaade2016_136n38, 4605, 175f, 9d15, ascaad2014_028v7, 5303, 5090, f419, c120, c788, acadia14_317ac, ecaade2014_224x56, c642, 74d3, 3fdd, ecaade2016_113y30, bb74, 5435, acadia14_145x, 9b5e, e045, 6c23, 526b, b408, acadia16_298l18, e777, 8570, 8fc8, 6c00, 5b0e, 70a6, ecaade2016_072i20, d90d, f44a, 9d9a, 053a, ijac201614202d8, c9a4, 007f, 828e, 12a2, 11c1, 646d, d867, caadria2017_190w45, b340, 61d7, e3f7, 8589, ascaad2016_010u4, 78b5, c1ef, 7ef5, ecaade2014_010m1, 4a2b, 67a6, ece0, d9fe, d525, ca97, f889, eff9, caadria2016_373g16, e90a, ecaade2016_230s61, 96fd, caadria2015_010u1, 07ad, 9ecd, 39e5, 58e5, f509, 08fc, ecaade2016_098c27, 9cd0, 5853, fac1, ca49, ijac201412404z7, b6d6, 66e9, caadria2017_129w34, 86df, 4a0d, 29e1, 303f, bc64, 8495, 5db8, 9481, ddfd, 7cb8, 0981, ascaad2014_025m6, cae0, 1860, c561, 18fb, d0b6, d471, 2f52, a249, 73b0, 92f5, 3910, acadia14_23v, d4be, ijac201614309m6, 2d4d, 3fe2, 7c0c, b16f, f2b9, ee2b, f158, sigradi2013_345m, 1982, 977a, 446e, c0b5, sigradi2016_817m, a97e, f2ad, 133e, ea5f, cb38, 9c51, 2906, 7904, ecaade2016_063m15, 9dbb, 897b, 7bfe, sigradi2016_777ee, acadia15_173z6, 12a3, 6bab, 4473, d32d, acadia14projects_237ax, 2895, c110, 7ace, e099, caadria2016_013w1, 463e, 6549, 6c39, 36d0, acadia16_12p1, d38b, f4ea, acadia14_291as, e4c8, 94f5, 3a94, acadia14_497ab, 9910, 1ed5, aa52, c73a, 962b, ijac201412403l6, 3927, 6c1d, 1683, 2cc8, 5d14, ecaade2014_177v44, sigradi2015_6.366d9, 3a50, acadia16_106i8, 266d, a4f0, c58c, ascaad2016_013e6, 6f3d, 2f7e, cc8f, d198, acadia14_111j, d301, 61c0, ijac201513201v5, acadia14projects_43ah, 80ca, 7dd7, fd00, 7e67, 6904, 899f, d7dc, f4dc, ecaade2014_084a20, 8f87, 88ba, 1a68, 805b, ecaade2016_123c34, 2d83, eab5, sigradi2015_9.152u16, ecaade2015_303z66, 055b, 97f9, ca7f, 8f37, 01b1, ecaade2013r_018g9, c34b, 7f6b, 6e92, 7ad3, c4fb, 84a5, 5436, 22cc, 1009, 3995, 8ff5, 7d30, 9de3, 2225, 2461, caadria2016_549m23, ecaade2013r_019f10, cd48, fec5, 8163, ascaad2016_042w16, ddec, 4b04, 8e3d, 9b0c, sigradi2016_815gg, sigradi2014_186h6, bdf6, 207d, 5755, 0e49, caadria2017_183n44, 94d8, 79bd, b7c1, e816, 9932, 9b64, 45ea, c66d, caadria2017_016o6, sigradi2014_049f5, 4b79, 5cb3, 9f65, 3b89, ascaad2016_022d9, ecaade2014_057t14, 89ab, 79dd, fde0, 8778, ecaade2016_047h13, 004f, cd05, ascaad2014_036c2, sigradi2016_690qq, 628d, 0037, b87f, 2750, b3ae, ecaade2015_200g43, 9a5c, ecaade2016_104s28, c9c1, c044, ecaade2013r_009f6, 4342, caadria2017_124v32, 2bf9, 9e1d, sigradi2014_252s9, 2f75, 944a, d5ce, 2ecd, sigradi2013_315z, 2ef0, ascaad2014_001a1, ijac201412408i1, 2866, 1645, 9c8d, 8244, acadia14projects_75ax, f4a6, aedc, 797b, bf22, 9f96, 058a, ecaade2015_136p26, 11f1, 56ce, 6247, acadia14_409o, db7f, d577, 34cc, 14a9, 6c82, 89b0, 2fd4, ea8c, ecaade2015_178h38, 845c, 74d0, 3f07, ijac201412403d7, ijac201614402t1, 709f, e2b8, a0d1, 2ae8, ecaade2015_333j72, 15d0, a052, 4275, ecaade2016_078h23, ddd8, 9274, ecaade2015_94d19, 6d42, 25f9, 3799, f62d, 0a7f, 9674, 9797, fed7, a785, 64b4, ijac201513105c4, b989, e4ec, ecaade2015_55j10, 6219, 3a3c, 9dcf, cbaa, 5ad6, 7b90, 6e41, de63, 1644, 613b, 04f1, b71f, ecaade2016_132w37, 3635, d157, 8e5a, c3d4, e431, sigradi2016_807kk, ecaade2014_112k26, ecaade2016_166h47, cf1c, 90cc, 1252, 4974, 819a, acadia16_298g18, 9bba, 472d, acadia16_34d3, 73ae, 543c, sigradi2016_595jj, ecaade2014_214l54, ecaade2015_286y62, d008, e5da, 4938, 9451, ac7d, fa99, ecaade2015_246x55, sigradi2014_063u5, c5bf, d5f0, 219c, ijac201614301b1, 332d, bd2d, 0d3b, 618a, 7bb8, 6448, 6300, 33ab, caadria2017_055l18, ecaade2016_224r59, 760e, 53a1, 211a, 277d, e66b, 73f4, 6068, 943c, 5a05, da68, b8ea, 7f9b, acadia14projects_301h, 9894, 573a, c08e, ijac201412304t9, 1e9c, ecb8, sigradi2016_426b, 9bc2, 9425, sigradi2015_3.268j5, b816, c600, 0614, f94f, 17e5, 08e1, fbf8, 27c6, 8201, 29be, caadria2016_713d31, 5c4f, 6486, 218b, 3863, 5616, 3ecf, ed10, 06b9, 5067, 01e0, 74f6, a637, caadria2015_233g35, 8055, 8146, aba2, sigradi2014_314o6, 91b4, fbd1, bcaa, 6f3f, sigradi2014_221h8, 350a, acadia16_308t18, 3b2f, e020, f969, fc2a, 661d, bfcb, dbc4, 45bd, 45db, b40c, 2d1d, 8076, 379b, 76e5, 6cdf, 406a, 1fa0, f6e1, cfb3, 6547, b4da, dd1c, 121b, a739, 1478, a993, 0495, 3d8d, e329, ascaad2016_037e14, ijac201412305u2, fcc2, 12c7, 4c30, 0b6c, 7e9d, dfdd, 361c, cd7d, 629c, f9be, 0488, 2394, 60ae, 1bac, 27b1, 8a99, b709, acadia16_98k7, 0676, 1b5f, 26d6, 1544, 8f35, acadia15_185i7, a112, caadria2017_072b23, 6336, sigradi2014_151h3, 793c, bc38, 6d87, fadc, 65c4, 89c2, 220c, ac92, 233d, 488d, e14c, 0f7f, b81b, ecaade2015_138z27, 8f57, 2e3d, d24e, 04b5, 35e3, b2c5, b9c6, ec66, 131c, acadia14_463n, a818, caadria2017_046z14, 51f9, 6c71, d511, ijac201412302t7, 2729, db6e, c34a, ecaade2015_180y38, 0590, acadia14projects_427ao, ff1a, sigradi2013_101, d975, 82d4, a237, acadia14projects_111g, c118, 1c9f, cb4d, 662b, 19b1, a1f9, f1e7, 32ff, c33a, 21b3, 0ac1, 9037, a9af, dc0b, eab1, cce5, e18d, ijac201513305j12, e2c8, 718d, 89ce, 35ad, a76f, ccb6, 0f17, 8897, 0aaf, a816, b4c5, 9d4b, 5fee, 967d, ecaade2014_144a33, ecaade2015_158p33, ijac201513102j2, 58c6, c3b0, acadia15_137e5, 6f76, 8708, d22d, d39d, 78cf, 75e3, ed8d, 32a8, d05b, 0d40, ca68, ecaade2016_128i35, fc1c, 918d, e37f, d4d3, 3ff9, b47c, 9140, fec1, fc90, cb07, 0357, caadria2017_009j4, 12d4, sigradi2014_037x2, f748, f566, sigradi2016_448u, acadia14_53j, 0e23, 3e9c, b882, ijac201412303y7, bcdc, 1a86, 99da, 3eb6, fa2b, ee8e, 50b6, 739d, 4d98, e78f, b37a, 373f, ee3e, aad7, dc33, 1d08, ff63, 67d2, 21f0, 0146, 336c, b4fc, caadria2017_081y24, 7c26, ecaade2015_268v58, 53c6, bf6e, 1ef0, 5719, d16b, e519, 9cdf, 8360, 5187, b4ba, acadia15_137b5, 41a4, 86ad, 2c59, acadia14projects_691ax, 531e, ecaade2015_59m11, 8b8a, 6b06, 0df8, a303, 9ea1, acadia14projects_719k, 0468, 7983, c236, 4cfa, cbe1, 23bd, 2d5d, 4956, fe91, bf55, 43f2, 018a, sigradi2013_41u, c292, 9092, ecaade2016_013j3, 83c4, da5c, eb4b, 508d, ad9c, ecaade2015_307n67, 474f, b498, ecaade2016_113c31, sigradi2015_sp_4.275t29, ecd2, e643, acadia14projects_655af, 50dc, a762, ijac201614105p4, c197, acadia14projects_555i, 4e9b, 74b2, 8fc7, 8299, fc21, caadria2016_197r9, 0be4, c40e, 480e, 5eaf, a448, e395, 0854, 5623, 79c8, 36c3, fdd2, 5bee, a0d2, f04b, 1236, 8de2, f3dd, 7e60, 023b, 6c6a, 44a8, caadria2017_056x18, ab10, bcf7, ecaade2015_138y28, cc3f, 9d2b, 63fc, cf0c, 3684, aa30, 2c24, adb6, 70e0, 1819, fd8e, caadria2016_405o17, 0d5d, d004, 776b, ca42, ijac201614303m2, fbfb, d68b, caadria2015_206u29, aa24, e923, ecaade2013r_007d5, acadia14projects_427ap, 7c8b, fcbc, acadia14projects_565ae, caadria2016_457n19, bd3f, 3a6d, acadia14_555c, 93d7, 9e03, b161, 923a, 2362, 3678, c060, 2613, dc0a, b712, 9a60, 45a1, 42f9, 73d1, 7560, ab2b, 3fed, 481b, eba3, d119, 18ad, 34c0, 5b47, caadria2016_851s36, fc84, caadria2016_487n20, bc07, 07fd, 40f8, acadia14projects_655x, sigradi2014_103y8, cdf1, 20b8, 518c, f38a, 8d3e, e111, 59bc, d940, ecaade2015_77w14, 17df, c391, ecaade2014_123g28, 3d39, 27e4, c60e, 0914, 0df3, 8e39, 9862, 8327, 7d3d, 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