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 sigradi2015_8.328
authors Mueller, Volker
year 2015
title Learning about Parametric Model Behavior through Multi-Objective Optimization
source SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 1 - ISBN: 978-85-8039-135-0] Florianópolis, SC, Brasil 23-27 November 2015, pp. 405-413.
summary This paper reports about a design process as a case study illustrating different levels of learning that seem required for successful computational design. The learning process occurred during a two-day workshop about parametric design with integrated analysis and multi-objective optimization. First, the design team needs to understand the behavior of the model in order to validate that the model behaves in a way that actually conforms with the project goals; second, the design team needs to learn about potential trade- offs between different project goals, and thus understand the decisions that need to be made, or the additional problems that need to be solved in order to arrive at a better design solution.
keywords Simulation and Modeling, Generative Systems, Parametric Design Multi-objective Optimization, Computational Design Learning
series SIGRADI
email Volker.Mueller@Bentley.com
full text file.pdf (2,716,286 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_120j33, 008a, 1535, 77cf, a296, cba5, ijac201513302y9, ascaad2014_020s3, c3a4, b864, af1e, acadia15_343s14, d1a3, 1688, 36a6, 1ba2, acadia15_323u12, eec6, e3b2, 8875, 0de8, 913b, 102f, 6390, c0be, sigradi2015_11.34e24, cebc, 6046, acadia14_579b, fcb2, acadia16_184u12, cc67, ecaade2015_241g55, 4aeb, 9e08, 3801, 6bb5, bd07, 5631, 60ff, c423, ecaade2014_044h11, 4700, 8c81, 83f9, 6165, 0184, 0c20, c578, 5612, d306, sigradi2016_560v, b2ff, 61e2, a98a, 59c9, a32d, cedc, c6d2, 6eae, 2511, 1e47, 9d6e, a359, ef46, 31ff, acadia16_214b14, 7ce3, 39c5, 6dc4, sigradi2013_342n, 84e8, fab9, ijac201513201e6, d54c, 2a1c, 3d5a, f6c6, 6a12, 2432, ab26, e104, 0bca, 1465, sigradi2015_11.34y23, ecaade2014_044a11, e1e0, 7738, 491e, ea03, da54, sigradi2016_817a, acadia14projects_357ax, c4d3, e38c, b861, ba51, caadria2015_164e25, 8d05, 2116, caadria2016_703l30, caadria2017_175a43, 2a23, ecaade2014_072t17, c920, caadria2015_084d13, 648e, c84a, 841b, 7cf5, 51ed, cf69, 22e9, ca5c, a7cc, sigradi2013_271o, e2f1, 26ec, ea98, a417, acadia14projects_199ac, f5c7, 41ba, 937e, 8098, acadia14projects_619al, 1613, e7c0, 32ce, ecaade2014_111a25, 9351, ecaade2015_287p63, 8d33, ijac201412304c1, e961, daaf, 7dcd, ca62, f4d7, 40e1, 538b, adb6, 3199, acadia16_344d21, c0ae, 582c, 2e42, 2021, ea18, 3e61, 3905, 5f2c, 724c, caadria2017_016o6, acadia16_412z24, 8a0c, 2ff7, f90e, 28de, fba4, 500f, 8042, 8933, 5149, a56d, 62b1, 6e1a, ecaade2016_154o42, 19f0, 4b81, de81, 6c02, fba9, 604a, f20b, f454, d221, 8dfc, 87c2, 1e6e, f95d, acadia15_451j19, 8100, 1467, dead, 27c4, fc1a, ba49, 492a, caadria2015_070c9, d6fb, 10e2, f059, a1ac, 2408, e212, sigradi2016_637q, sigradi2016_446i, a14b, b4b8, c89b, 38fd, ecaade2014_046p11, e8dc, 1b0a, 03db, caadria2016_291r12, d1bf, c0ca, 93d5, 1ee0, d8b6, a743, 896e, 6ced, caadria2016_239f11, ecaade2014_168u41, ecaade2016_158e43, caadria2016_055o3, 66d6, 18c0, ascaad2016_044s17, sigradi2013_117t, 2feb, e6c5, e136, 1446, 8d34, 57f8, ecaade2015_113n21, 9507, c7cc, 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sigradi2016_407z, ecaade2016_238j63, 9e3a, f6ec, 2baf, 22ad, 6110, ecaade2016_223k58, ecaade2014_204v52, 4ae1, 1101, ea7e, a555, caadria2016_073c4, baac, 2198, 4f78, 1d58, 607f, ecaade2015_309v67, 43b1, 4c47, ijac201614208u12, 6aea, 16fa, bac4, 9d51, 8574, caadria2017_096w26, 0a21, acadia16_214z13, d08f, ab2d, c697, fb7e, ecaade2016_015w3, d550, ecaade2014_044c11, 323c, caadria2016_301k13, 0101, 9945, 3d19, ecaade2013r_011g7, 55e8, ed34, 644f, 8d46, 2b85, 86bf, caadria2015_015f3, e974, 4f8d, 9f91, 5df8, 6e85, caadria2017_182y43, 9717, ascaad2014_022h4, 76f5, 03dc, 84d2, 229d, 7293, 5e74, c1a4, 5163, caadria2015_014n2, 64eb, d587, 99ea, 07d3, sigradi2013_41b, 7c4d, c4c3, ecaade2014_086u20, ee95, 6b96, 6480, 5a49, c17c, a33e, 40d9, ccbc, 2173, a43c, ef4a, 9c64, ecaade2014_011d2, f31a, caadria2016_663n28, ecaade2015_55s10, caadria2016_735s31, 11b8, ecaade2015_230g52, 0c46, sigradi2016_467n, ascaad2014_030y8, 78ba, 6208, 5270, c333, ba62, 40ad, ecaade2016_094n25, 7992, 18fe, 86b4, 1ddd, 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5d11, a5db, 2f6b, cbd4, cbf1, 776f, ecaade2016_077v22, a3c9, 8fa4, f878, 2c72, 3cf4, ffec, ecaade2016_161y43, a6b4, 11fa, 9394, 2a33, 2f3c, c67b, 70b2, 43e2, 763d, baf3, 26e3, 9981, sigradi2013_305, 9e72, acadia14projects_463ay, ce2e, 6328, f07f, b711, b318, 7e61, dcbd, d761, caadria2016_777c33, f2c2, 0d67, 9301, ecaade2014_120m27, ecaade2014_157t38, 946e, ecaade2016_230j62, 2554, 64b0, a307, sigradi2014_281i3, c161, 93af, ef9f, f6e5, acadia14projects_145o, 8949, 68f9, 7958, acadia14_671k, ecaade2014_184o46, ecaade2015_48d8, 3139, ascaad2014_019l2, 1be1, 5c56, 43c8, e747, 1e02, 4471, 0cd6, df7e, sigradi2015_3.11d2, c2e7, fe80, 5502, 8e0f, acadia14_719o, dd64, fdba, fdce, df77, 7795, caadria2016_693d30, 550a, d076, 3397, 97de, f097, ecaade2014_112m26, c7e1, ee4a, 6f6a, 6cf2, ecaade2016_068k18, fe72, ae5a, d646, 70d7, 4008, e493, 1887, f120, 152f, 6673, 3b0a, sigradi2015_7.184c10, 7ad4, 028c, sigradi2015_11.222n26, d999, 5f8c, 3f38, 7656, 35fc, 51f9, 584d, ecaade2016_119y32, 59d0, f486, d781, ecaade2015_336e73, a169, 887a, acadia16_98i7, ecaade2016_023u6, sigradi2015_9.152c17, 630c, e169, 5c92, 020e, af83, 2008, ebdc, 2156, bb0f, 8ed5, 2016, e351, 09f9, acadia14_647ay, 0425, 54ce, ecaade2014_111g25, 1266, 0136, 2654, ecaade2016_073v20, acadia16_470n27, 2a70, 0137, ce56, abb3, ecaade2016_185w49, c722, caadria2015_015c3, ae18, f19b, ecaade2016_144k40, 8b7d, d391, c994, 9596, 8ade, 29f6, cc40, 56e7, 71d8, sigradi2016_415ii, ecaade2016_162g44, c9ee, 7a68, 42b4, ecaade2014_012u2, 9387, eaff, bf4f, b937, 4053, 95fe, 763b, 4c37, 1bc6, 7403, 622a, e6b3, efef, fedf, 5cc5, 5cd6, ecaade2015_33m6, 83e7, 399a, f7a7, 97d5, ecaade2016_151f41, 0c8c, 186c, b4be, c579, bac3, 2e2f, 3f01, 709f, sigradi2015_13.316z28, 8755, 4344, 822f, sigradi2013_391i, 259b, 52c1, 07fc, 22f2, d711, caadria2015_072l9, sigradi2014_080l7, ecaade2014_157c39, 9e49, 496c, 0b71, 8674, a4bf, f85a, 8ed7, ecaade2016_042h11, 8553, ecaade2016_223a59, ecaade2014_240l62, db3c, 2b6d, sigradi2016_381r, 387b, sigradi2014_330n7, fc53, 70d5, 61f7, caadria2016_383p16, 88f8, caadria2017_096u26, 2510, 6d9e, b635, 14f7, 31cd, 90ed, fdf2, 62cc, fba1, 8075, 5b15, d595, 4f94, 7f4b, fe77, bb15, ascaad2014_003u1, d827, 1546, de6e, ecaade2015_206l45, 64f7, acde, 0e76, 3034, 4c84, aca3, 6ead, acadia15_431p18, 81be, af05, 19dd, 2be2, c090, ef9c, 47b8, ijac201513206p9, e5b2, 8c94, 482d, 8c4c, fc72, e2ec, 3ac3, 56d1, 0209, 7531, 4dae, ascaad2016_038n14, 9dfa, 8697, ecaade2014_155x37, caadria2016_631h27, ecaade2015_164s34, 804e, 5e07, 012c, 2200, ecaade2015_228w50, 0981, cf26, e323, acadia14_117d, c057, 73a6, 8d50, 5f11, 5fce, 6e62, f774, 8e23, f33b, caadria2016_663r28, a5ee, 28d1, ee10, 3312, 5b62, 0cd8, caadria2017_174u42, acadia16_152c11, ecaade2016_071i19, b730, caadria2017_132r35, 92a5, acadia16_196i13, b2ab, 3d0b, sigradi2015_11.71g24, acadia14projects_281r, caadria2015_208v31, d946, bb69, 8320, ecaade2015_61y11, dbf1, ascaad2014_005b3, 248b, c2a6, 8e02, f080, 6dbf, def3, b978, eaba, caadria2015_081w11, 97fa, 9222, 59b0, d848, 000d, e691, 1321, 7d5e, f1c6, 3f8f, 6ec7, ecaade2016_132m37, 04ad, f25f, 1fdd, 7cbb, 4783, ecaade2014_157e39, d974, 0983, ijac201513303a11, acadia14projects_281ae, 639f, c0ac, 1c87, 02c9, f10d, e8d9, a80e, dc45, 503e, 9ab9, ca01, 6c3e, 5300, b6e4, ecaade2014_186g47, a01d, e7c6, 4dd8, 4e24, sigradi2016_544d, acadia16_12d2, 1618, 7177, c8c8, b23c, 6edc, bbcf, 3da5, 3da2, 2c63, 5f9b, sigradi2013_189i, 7e52, ecaade2016_099m27, faba, 665c, b096, e5a9, 473a, sigradi2016_792m, 9a86, ecaade2015_285t62, 6686, 126d, 7a2f, 5f3f, 8180, b876, d20d, caadria2015_081t11, 4b53, a667, 7a00, 35b3, 3f20, ecaade2015_158r33, 6cff, 2803, bde4, ecaade2015_17z2, 6c5f, e54f, bffb, 4caf, sigradi2013_194p, bb88, acadia14projects_719i, 55cd, sigradi2013_74e, 6aff, 3aef, 0a3d, 67f8, sigradi2014_314m6, 9cbd, 037b, 5168, e238, 4a44, 88fa, 5e1d, 700b, 8549, bc3b, 4b5a, f648, caadria2016_797r33, a953, 3011, 4cb9, 3b6b, 0f67, caadria2015_060r6, bdf7, 796d, 3af4, ecaade2013r_014i8, 4470, fee0, 7aeb, 33df, 28cc, b55f, 79fc, 6964, ab6a, 9d54, 577e, 720f, fb35, 761c, 65a7, 5d44, 558d, bc63, 0e38, ascaad2014_004p2, sigradi2015_2.213v1, c6bd, d3cb, 04b2, 6aeb, 9484, ijac201412304r1, 1efe, b94d, 2b11, e627, 1109, caadria2015_067k8, 0376, caadria2016_673b29, 626e, f404, ecaade2016_167b48, a0a7, c299, 9da8, 4999, ascaad2016_038k14, a835, ijac201513303h11, b915, 99c6, 453a, 8355, 7777, 0833, 8971, 0cdb, d59f, 4fb7, 40fe, 6ebc, caadria2016_167b7, 970a, 1ebf, bd5e, 1d7c, ecaade2015_307r67, a0b5, 6670, e10c, 6a11, 9b2d, 8cf5, 7b32, 38a6, 72c2, 91ab, 56a1, e1e9, 6e19, ecaade2016_027e8, 779e, 6e2b, 1c23, fcd6, ab18, ijac201513104p3, 7664, 0f4f, ccc6, e41f, d6ec, 757e, 2a02, 2243, 0291, d571, ecaade2016_ws-dleadf68, caadria2016_631k27, 0122, dcd8, sigradi2014_048y4, fd7c, caadria2016_105b5, 2484, bbd6, dbef, 38c4, 3b1c, bb4d, c020, f447, 1804, acadia14projects_281y, 679d, 1971, acadia14_365af, b4fc, 030b, sigradi2015_sp_8.326w30, aa67, 3f18, 6e73, bcc3, 9472, sigradi2016_590c, f887, 76ce, 6d01, 5fe1, 88a1, acadia14_549o, aa5a, sigradi2014_132t1, 2390, a1de, c983, 64ff, caadria2017_041w12, 9f73, sigradi2014_132n1, sigradi2013_189o, 7bb6, ecaade2015_22d5, 2e35, ecaade2014_084t19, de0c, 44a0, 0ae8, d57c, ecaade2016_tkod67, ascaad2016_054b22, ecaade2013r_019e10, d951, 54da, fb9a, e9d0, acadia16_98f7, bda3, ff96, ascaad2014_002m1, 5034, ac40, a3b2, 87fa, b8b6, f2a6, c342, ecaade2014_224u57, c172, caadria2016_579u24, 9c1c, ac06, 8578, 4bb4, 3c24, ijac201513105c4, 0fe4, 2bf7, 8bda, 440c, 2b8e, 2c03, 511f, cdc0, b01e, b0e8, 5482, 24aa, caca, e834, 867c, ecaade2013r_011h7, 20bc, sigradi2015_10.309p21, 0ca0, ceca, caadria2015_156h24, 1bc5, ijac201412205b4, 6106, ecaade2015_28y5, ijac201412402w4, f47f, 82de, d90d, fa99, 826a, 5ce8, 61cd, acadia15_274m11, 1264, cd4d, 8709, ecaade2014_030k8, ecaade2016_225k60, caadria2015_185m27, cd91, 1fdb, 63ab, aa78, 4cf5, 8e0c, f94b, caadria2016_157z6, bd4a, 5ded, 6c19, 8c62, 6e27, acadia15_333c14, ecaade2015_138g27, a258, d87a, b93f, 1260, a836, 9eae, acadia14projects_23ac, 1872, 9abe, f7ef, ecaade2016_208o53, acadia14_177p, a0b0, 806b, c57c, acadia14_43w, 4c97, c0d4, 8fea, bd1b, 1fe8, ecaade2014_070m16, 3e01, 57e5, 2f78, f0d9, ecaade2016_129f36, c2f9, caadria2015_061h7, 626d, 5b9f, caadria2017_110d29, 317e, 31f6, e49e, fb92, 100f, e7bd, 7119, 0a50, 2ee9, 8445, sigradi2014_178n5, 544b, sigradi2015_sp_8.6g30, e608, a42f, db0b, ecaade2016_007k2, 06eb, 42d3, 9e76, a3f0, 5a3d, d6f1, 59cc, d132, e0d6, 7e65, 43cc, ijac201412304o1, ecaade2014_084o19, 4241, af22, dda9, d92e, e731, d280, sigradi2014_330j7, 0298, eabb, 56e5, c48d, cc71, f1b1, 5ab2, f070, 2240, acadia14_699u, e882, 0ff0, 2203, f759, 0353, bcb6, cd67, ecaade2015_84x16, caadria2015_099r15, cf9b, 9f97, 8b1b, fb9d, aa8b, a8b8, f646, 0fdc, e420, 6ec9, 9909, ecaade2014_218s55, 66c0, a239, ecaade2013r_009w5, c605, 8f0d, 587e, 4669, 7c21, e956, caadria2017_016u6, c1ed, d6d6, bd29, f536, c2cc, 9a45, 5632, 6126, caadria2015_002a1, acadia14_117b, 1d62, 08bc, sigradi2016_448bb, 099d, 61f6, 9ce4, ijac201412201m1, 2487, fa44, f3e7, ascaad2014_005x2, 7fe2, 4cb3, 6ec4, fce2, 2949, d7d4, a221, c001, ecaade2014_214j54, ecaade2016_154b42, 09df, f02a, 8608, 9c69, ecaade2015_53s8, ijac201614303f2, 9ed6, 50c9, acadia14_317y, d7a0, 8d73, c7b8, fa65, ecaade2015_100w19, 3c6f, f371, caadria2016_373j16, 4721, ecaade2016_198h52, 0eda, dbb4, 893f, e9c9, b3b7, e45a, b916, a2d8, c64e, ca59, sigradi2016_778pp, a485, 4129, 29a5, 5314, ad94, caadria2015_185j27, 2dd0, a0e6, 4d70, 9081, caadria2016_829f35, 26b0, ijac201412403m7, 09f2, 6edb, 3986, 884f, 4110, 2b5a, acadia14projects_357av, 6bc4, 4a72, 5e33, 26d9, 78b1, 53e9, bb60, b102, 73aa, ea15, 81fc, 2e2a, a152, e200, 2ea2, 160a, 7124, c51b, f131, 9a7a, 92ed, 7efd, fcde, 1406, 8997, 256e, 34da, ecaade2016_152v41, acadia14projects_579l, ff5c, 6e36, c149, d2f0, 8e63, daae, 8c96, f762, 6b9e, 5a3f, 0d72, 1e8a, 8c6c, 31a0, ecaade2015_314d68, 4033, sigradi2015_8.264m14, sigradi2013_429, b234, ascaad2014_014c8, 8d3c, 9bc0, sigradi2016_399c, 3008, caadria2015_176s26, 6832, bd50, 9d50, cccb, ecaade2014_072c18, aa07, ecaade2014_127o28, acadia14projects_517n, 0cbf, fa55, 113c, ecaade2014_070s16, c60c, e870, 9559, d2c5, bb47, 9303, fd94, 1bcd, 5801, 60fc, 68a3, caadria2015_061i7, 1550, 9cbe, 9863, adfd, cbdd, 34cf, ecaade2014_109n24, 25b6, 31d8, ecaade2014_169k42, 7bf0, 7c7b, 3393, 86c4, 0d50, e93f, 649b, 897b, 7452, 015e, 4431, 8c80, 0f35, ca09, a380, 34e5, 666e, sigradi2015_11.136p24, aef8, 3a18, d454, 6945, ascaad2016_057z22, a47f, 7e21, 4913, b9f6, 1fd6, 75c3, f167, debe, da64, ecaade2015_100n19, ae06, 24a1, 6830, 402e, 6917, 1947, 5be1, 6f68, 532e, caadria2016_601i25, a8e1, d2cf, 819a, sigradi2014_263c1, 0a52, a543, 0b3a, 1dd7, 1410, de83, 7768, 67cc, dd70, ecaade2016_144l40, e3b5, sigradi2015_8.186s12, 6971, ecaade2014_021u5, 4417, 28b0, e572, c5ad, f94d, sigradi2014_345u8, 6735, 0561, a6f3, 4a55, caadria2017_004t2, d559, 75bd, 7c41, b9e6, ecaade2016_197w51, 0396, 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19a5, 1dcc, c9c6, b6d2, f9fb, 4af5, dd90, 2e64, sigradi2014_201d7, 99bb, e65e, 4e09, 1779, ce77, sigradi2013_407e, 9d5a, f163, b0a0, 74a9, 68c3, 0a7f, 79e6, ae8f, ecaade2015_15v1, 22f3, 3046, 2ce2, 3c2b, 08a6, caadria2015_170z25, 4b2e, 70bf, 6027, bcfd, caadria2015_150a24, ijac201412301l5, aaf3, 9c67, 0d51, d2a2, f3cc, 7213, ba6c, 34a0, b787, 3681, 4a16, 5c61, 3043, 04df, 8f3d, 7fec, caadria2015_170v25, 7a6b, 83d7, 3aca, 55fa, ijac201412404x7, acadia14projects_699d, 7100, 75cf, b9fc, ecaade2014_014x2, 0996, 05de, 72ce, e654, b29c, ecaade2016_071w19, 8ca6, 107c, d981, 0907, 0a56, ascaad2014_011v5, 3b41, acadia14projects_63a, c452, sigradi2016_450tt, f970, ab64, ascaad2014_035s1, ac2e, 5710, 9989, c7fa, 7386, 2290, 6064, 60bf, acadia15_497n22, sigradi2015_6.387e9, 9e2f, sigradi2016_490dd, f1a4, ef91, 607b, b98d, ecaade2014_168f41, 3e0c, 55b3, 1c1c, 79d3, 4b98, dd6a, 8382, 38a8, 9b9f, 0889, b1ac, acadia14_619x, 79d9, 3ded, 2209, 1bce, 7413, 6e55, e62b, 9568, 0dda, caadria2016_507h21, 1a8e, 7688, 2c6e, acadia14_579f, caadria2017_009k4, ecaade2015_205x44, ecaade2016_199c53, 7abc, 75dd, ecaade2016_007h2, 77f4, sigradi2014_186i6, f0d8, 5674, 9bd1, ijac201513102g2, ec93, acadia16_488z28, 131d, 98e8, 1232, 91ef, e4ba, ecaade2015_59e11, 714b, dccf, 2987, acadia14projects_167z, 2a6b, 7b6d, acadia14projects_291c, sigradi2016_484rr, 2310, caadria2015_203j29, 9faf, 2b0e, 9672, 5577, 5049, d556, 385e, ecaade2013r_010p6, 2ff2, a91e, 7233, 21aa, e786, f3a3, d736, e3ef, 0788, 4636, acadia16_184z12, 4d45, 6e32, sigradi2013_43s, d508, 25d2, 6e44, ecaade2016_043a12, f581, 0b15, ecaade2016_152r41, aecc, 9780, 71f3, 38f5, 90db, 8922, 66bf, 0348, 88ee, 65b7, ecaade2016_089e25, e3dc, 5c9c, 2208, 7d24, ijac201513102c2, ecaade2015_25m5, 8f87, caadria2015_157t24, e2b6, b547, 08cd, 6c4a, a3c2, 47c1, 24e6, d745, 5344, 753a, ecaade2015_53u8, caadria2017_145l38, d6a7, 7419, ascaad2014_014f8, fb31, 6072, ecaade2016_023l6, f485, sigradi2016_360r, ca35, dd00, b6b4, acadia16_54z3, 53f7, 3258, 2249, 33e4, 0389, 2cd0, ecaade2016_225v60, 7c2b, ecaade2016_065w15, 0622, b431, acadia14_479d, 0a2c, f769, e0fe, 6d96, 0387, 0fa6, 8ac0, be58, da13, c14d, bdd2, c6d0, d9ec, caf4, 7747, a362, 04dd, e67c, b491, acadia14_267l, ascaad2016_048n20, 3fc3, acadia14_445ad, acadia14_91s, 3c23, 7d6a, f877, 4f26, dc08, 5267, c820, b46a, 5036, 2b48, 9e55, ed16, b7db, db0e, 054c, 0599, 54e5, 880e, 3a4c, 498b, 6e7b, 9adb, c36a, sigradi2015_3.111b3, 970c, 9b99, fc26, d407, 8552, ad32, fcef, 729a, 0e04, d057, 75db, 5faf, caadria2015_137m22, 3ef8, 111e, c9b7, ecaade2016_036l9, 9b6a, fc90, e872, b74f, ebed, ecaade2016_129a36, 61a2, 5b3f, caadria2015_114s18, ecaade2016_225a61, 8e55, 4ab7, sigradi2016_417jj, f9b7, sigradi2016_470w, 97e4, 0c0b, 4623, ba2c, df1a, 8185, 4ace, caadria2015_087v13, acadia14projects_291az, 0a7e, 148b, 4cff, ee9c, 7712, 6cd2, f236, ecaade2014_157i39, dc97, a42e, 2319, 2abd, ecaade2015_171n36, ecaade2013r_018z9, ecaade2016_162w44, sigradi2015_8.264h14, c4e0, 06e4, ad3b, 2fb9, 33e3, ijac201614408j5, sigradi2015_3.111f3, 169e, acadia14projects_177s, 74cd, 4502, c5fe, d2bb, 725f, ecaade2016_011d3, 3892, 3065, sigradi2016_694k, 961a, dc21, 230b, e9b1, c720, 974d, 2dc0, abe0, sigradi2015_3.268j5, b631, sigradi2014_030a2, 324b, d284, b453, e381, acadia15_195v7, ascaad2014_031j9, 589b, a68f, d852, 57c4, a4cb, 70ea, 9f9c, 4b19, c7a9, 5a29, cf9d, f435, 8ac1, 28b8, 5ab0, 666f, ecaade2015_229d51, caadria2015_203b29, 789c, 3ef5, 49e7, acee, caadria2016_819n34, sigradi2013_74f, sigradi2016_484zz, 9795, 76a1, a59b, 21ff, af0c, acadia14_609as, 6d6c, ea04, 877b, c515, 9dd0, 4240, acadia15_69p2, acadia14projects_357b, caadria2016_415a18, caadria2015_090b15, bee5, 2fed, 3d58, 1abd, 6948, a6c0, bc29, ecaade2014_070p16, 5c52, ca8c, e7df, c040, 9532, sigradi2015_8.289c15, df59, 3d38, caadria2016_487t20, cb07, 6fd5, 35fb, 478a, ecaade2016_072g20, 029d, ecaade2015_33j6, bc0a, 91db, 4f76, b7f3, sigradi2016_421xx, 5ca8, 525e, 2333, 4da6, 5104, sigradi2016_655e, 6bd5, 00b7, 70a5, f201, 01c3, 6f27, 4a96, 2d08, a8fe, 4495, d256, ce39, a37d, ijac201614405d4, 9fd7, caadria2016_517u21, 1dfd, 7dba, f639, e302, 3308, aa08, 75e3, 334b, 0c34, ecaade2015_138s28, 68ce, 4ce9, fe63, 34c8, 479c, 82eb, 35e5, 276a, d14b, 0bb5, edf5, 2fb2, 0825, de48, d8c3, 5306, c507, 67e1, 33cf, fd1b, 4e25, 4a07, caadria2017_158e40, acadia14projects_375c, sigradi2015_12.215m27, d74a, sigradi2013_280t, 138a, ijac201614202t7, 6ee4, sigradi2016_455f, 1b41, 9ed2, ecaade2014_111w24, 6492, 8b97, 8819, caadria2016_861f37, sigradi2014_339a8, 485c, d3aa, ecaade2014_089y21, cf96, 87e0, 54d7, d927, b697, 487c, ijac201412407g1, 7d65, e1ab, b11d, 179e, a20d, 67d1, cfe3, a283, da33, fc79, 914d, 3c84, 30a8, 88e3, f10a, 4c78, 9ef8, 35a3, 2549, 4753, b0eb, ascaad2014_001h1, ijac201412408t1, ijac201614204e10, acadia14_531v, 166b, 4d39, a1f6, 7a87, 08bf, 7626, 3a36, a9b2, e4cf, 93fd, ecaade2015_21c4, 2868, 62cb, 5e87, 31a3, 26a7, a580, 7424, caef, ecaade2014_176g44, 0f2a, 6ad0, 89b6, 396f, ecaade2014_014c3, 5bce, 77f8, 7a93, db15, feac, fa07, 9314, f998, aa22, c9df, c963, 4bc6, 6396, 5c11, caadria2017_190w45, 336c, e6a2, ecaade2015_229y51, 9a26, 4847, 849d, c6ef, 7fc8, 4fbc, sigradi2015_4.219g7, 5945, caadria2017_043e14, 36d5, ijac201614105e5, acd0, 39cf, 124e, 98a4, 606a, e4c1, 5ed3, 5ffd, ecaade2013r_018k9, ascaad2016_046k19, a592, 8752, 6f38, acadia16_164u11, 8966, 467d, ijac201513303u10, sigradi2014_345y8, 911a, 5b76, 2ece, 73ed, 391e, 8f38, 6f17, 1fd9, db88, a0c0, 6f3a, 5c44, ijac201412205r4, 5033, d865, 8f88, 1aeb, cc1b, acadia14_565ag, caadria2015_081b12, 978c, d679, fb9c, f418, 1e42, bd3a, 1e1d, 4c07, a0e4, baca, 2040, 4b1b, 541b, a79d, 5593, 06af, ecaade2016_018b5, 1ddc, 8bfd, 67c8, ecaade2016_ws-foldingt68, ecaade2016_096r26, d4be, 27f5, sigradi2013_205, 4c99, 4e5e, ijac201614305p3, f896, 3b1b, 48c5, 7a04, acadia14_101aa, e41a, 52c4, d1e6, a016, cb2a, 28ce, d75b, a8de, 2307, 685d, 0b2e, da49, d955, ascaad2016_058e23, 7a0f, sigradi2014_041k3, sigradi2015_10.7k18, acadia14_177z, 2e1e, 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