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

authors Lee, Jia-Her
year 1998
title Modelling Mondrian's Design Processes and Their Architectural Associations Using Multilayer Neural Networks
source CAADRIA ‘98 [Proceedings of The Third Conference on Computer Aided Architectural Design Research in Asia / ISBN 4-907662-009] Osaka (Japan) 22-24 April 1998, pp. 455-464
summary Can artificial intelligence be used for design behavior of human beings? Human designer’s behavior and design thinking are extremely complicated. There is still argument about the relationship between the two until now. Therefore, this research only investigates regular and common design behavior. This essay is taking Mondrian of Neo-Plasticism as an example and neural networks systems as a tool to illustrate the core idea. It is hoped that we can simulate the design thinking ability, such as memory association and recognition of human designers. Computation of neural networks systems, as a result and the difference between human designers and computer, can be discussed too. Also, since the work of Neo-Plasticism Mondrian influences contemporary architecture design, industrial design, andvisual design directly or indirectly, floorplans of architect John Hejduk’s works were taken as an example to discuss the application of Neural networkss in the design field.
keywords Neural Networks, Design Processes, Neo-Plasticism, Architectural Floorplans
series CAADRIA
email animal@iaa.nctu.edu.tw
more http://www.caadria.org
full text file.pdf (120,585 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_042t11, 40e4, ae94, 3322, fcd5, f133, 9b2c, a390, f03a, 3604, 448b, ad75, 88e5, 3fdc, c2db, 9be6, 258e, sigradi2014_108e9, acadia15_451o19, 3294, c3e8, 9b92, 6561, 5a15, acadia14projects_101an, ijac201412403o5, 041b, 4601, 19ae, 9c26, f3d4, sigradi2016_560aa, c394, 6ca7, sigradi2016_484uu, ecaade2013r_008i5, 1612, sigradi2013_285z, 291e, 74f6, 86ca, e3bf, 2a87, 53ed, e742, ebd8, ecaade2014_138l30, 78f0, 7567, af53, ecaade2013r_003y2, ijac201513102k2, f5b3, b964, 2102, 1e67, 1457, 0e65, a9ee, a5c3, ecaade2013r_004c4, ecaade2016_021t5, 5f5c, ca15, ecaade2016_230x61, 00cb, ecaade2015_225i49, 7647, cbd5, e5b0, ijac201412304n1, b041, 8be4, 7948, bf79, 5de5, ecaade2014_197f51, 0a29, 64b4, acadia16_394g24, d707, ijac201412206x4, ecaade2014_180a45, f820, b942, 99b1, 9949, acadia14_43aj, bb90, 4b86, 6dc2, 020c, 4741, abe9, 337f, caadria2015_237n35, d2c2, ab71, 0931, 092c, b0ed, eae5, 104e, 6244, 8598, 3636, e49e, b5d4, 17a0, 6d3e, 1107, 3603, b838, caadria2016_703k30, c761, da48, 0ae9, a088, ecaade2015_317p68, 79b9, c0f5, be1c, 9e97, 0d1d, 23a9, 35c7, ecaade2015_333w71, a79f, fccd, fca6, ecaade2014_157m38, ecaade2016_158g43, 0f15, 2afc, afc3, acadia14projects_671x, sigradi2014_347j10, 7e8b, a597, 8a12, ea18, b880, db14, e906, a1b3, 6e20, fd6f, ecaade2015_193l40, 1e48, ff1a, 99a1, cdf1, ecaade2016_228h61, sigradi2014_140n2, 2fb0, c21f, 4126, 7064, sigradi2014_080l7, f1c0, 31d2, e4f1, 17a8, 05b3, acadia14_479b, caadria2017_081u24, c0a2, 5d2b, ecaade2013r_018u9, 86ba, ec9c, 4552, ijac201412305i2, cab1, 2874, 6a78, 3f25, dc47, 236e, 44e5, cc07, 9e8b, 7406, 1c1f, f5b7, 4142, cca7, c069, 1479, e4aa, 49b2, 5abf, a191, ijac201412301v5, e478, 6e8a, 3ffb, ecaade2015_317k69, sigradi2016_602a, 2994, 2ee1, 3a56, ecaade2016_013m3, e6ba, sigradi2014_085g8, 7d4e, 601b, c6d1, 86cb, caadria2017_183j44, f402, d448, 2e84, 5e22, ecaade2014_072t17, 0e26, eadc, 217a, 53ea, 8eb5, e4e3, dfc1, efe5, 47f4, b647, 5963, sigradi2014_144u2, 6357, acadia14_681al, ddaf, a5d0, caadria2017_035u11, a76f, ae42, 2d75, be19, 84fc, d290, sigradi2014_339a8, a735, b26e, 16ed, 33b0, 1f90, caadria2016_861u36, 288d, 04d2, b2bd, ecaade2014_153u36, sigradi2015_1.320f1, 73e7, 4be4, 9fae, acadia14projects_357ar, caadria2017_125a34, sigradi2015_2.162m1, ecaade2014_065b15, cd19, 7731, a796, fa7e, 97e9, 4a3d, ijac201412302d7, e280, sigradi2013_28i, 250b, a2eb, ecaade2016_018d5, 580a, a2a0, ac0d, d3e4, 9916, 9542, dc13, 3757, 560a, 55d3, 929d, caadria2016_405l17, ecaade2016_188n50, 3100, 9492, 882d, d033, bbfc, 7a70, f488, 3e55, 9003, b3cb, 7639, dead, 9796, sigradi2016_483kk, 5bfb, f348, caadria2015_145u23, sigradi2015_11.136m24, 9ba0, db25, 2bcd, 6d8f, cde3, 31d0, 65dd, 8c71, 9b42, 10f8, 39f0, caadria2016_291o12, ascaad2014_029r8, ed14, 0c8f, 75f2, d6d8, 44dc, 9eec, bf68, 6207, ecaade2014_145k33, c4f4, bfdc, 60e1, 6e0a, ab58, 1706, 374d, a2bd, fd67, ecaade2016_162f45, 6d75, 4d64, a0f9, 7cb8, ae69, 2696, a0ea, c3a1, acadia14projects_357au, caadria2015_130t21, caadria2016_663s28, 2ce3, 110a, acadia16_478w27, db2b, ecaade2016_023p6, 24db, c577, 035c, ecaade2015_193d40, caadria2017_028c10, b187, 4c12, 01fc, d69b, ddfd, 7ec3, ecaade2016_128j35, c6f3, 120f, 7d1d, caadria2015_049c6, 79d7, 5a52, 7490, fd25, 4505, ffa0, ecaade2015_171d36, 99fd, 6635, 918f, 211f, 0946, ea0c, 02e1, caadria2017_086h25, sigradi2015_3.65v2, 6af6, sigradi2015_12.19w26, 05ce, acadia14_339at, 0cae, sigradi2016_479ff, 3452, 95e2, c8fc, ascaad2014_006u3, fba3, 8735, 46db, ecaade2016_106h29, 6581, 33a2, 1799, 8bee, b442, b8a6, bfe2, 5c06, 81f1, 8c42, d502, abd1, 8126, 281d, f88f, 25e8, caadria2017_147x38, ecaade2015_61a12, 0049, 5777, ascaad2016_056j22, 2935, 40d8, c3fa, 7d7e, d0cc, cd24, 1501, c08f, 41a1, caadria2017_070l22, e7fa, 7e5e, 47d6, d53c, ecaade2016_136u38, 09fd, f6cb, 915c, b138, 10fc, a526, 8619, 20bf, caadria2016_477b20, 80c9, 3cdb, c76a, acadia15_357n15, a3c3, fc51, 3a63, 661b, b039, 45ef, d3ab, 2da1, daeb, 66ba, 44f2, 5797, ecaade2015_22d5, 3a62, 8f77, c35f, ecaade2014_192f49, daa5, caadria2016_045e3, 5ebd, ecaade2015_318t69, bce0, 1527, c15e, e57f, 9fff, ecaade2015_116i23, acadia14projects_247r, c316, c6d8, 7972, ijac201412301x6, 88f7, 9472, 922e, 0413, 827e, 00c2, d245, 3c91, 2bd8, 31c7, f26b, 72d3, 010a, caadria2016_579p24, c290, 661f, e14f, baf3, d982, sigradi2015_11.166a26, 46e9, fd51, 1418, 4069, fabf, 5a4e, 59cd, 544f, 05ba, f40c, 3319, 457d, a439, ascaad2014_029k8, 7125, 0b95, 52a2, 30f0, sigradi2016_546h, 5692, 344c, fc39, 8a17, b4c1, 0d8a, baeb, 7bd6, eb0d, ecaade2015_116g23, ijac201513302m10, 5cdf, 2318, 05b5, ded8, 9f25, b7ab, ecaade2015_17p2, 2e05, eb5c, 10e5, 1780, caadria2015_048v5, e620, b537, 0f42, 7d7a, 8795, caadria2017_185t44, f729, 81bb, 77e7, caadria2015_108l16, 19b8, 4351, caadria2017_189e45, 3ce2, 1ca0, ijac201513203p6, ascaad2016_021a8, 1147, 88bd, caadria2017_048a16, ecaade2016_217j56, dde3, 46c3, a67a, 579a, 25b6, 0a8a, 6a1c, 8ffe, ascaad2016_046o19, 116b, 9336, 6dba, 3194, 38f4, caadria2016_601h25, f4d5, c1f0, acadia16_308x18, 3f8b, ff58, 5e47, 05eb, 4c88, ecaade2013r_008h5, f5e9, f827, 794a, acadia14projects_497ab, 4fce, d285, 092d, c189, c2aa, 151f, sigradi2016_399d, 87af, e148, ecaade2014_036h9, eb74, 0333, 6944, d5ed, 5e91, ascaad2016_035r13, 3cd5, ecaade2016_099m27, e9d6, 9ce6, 5f6d, 998e, 6122, 3693, 20c0, 62ad, a2f8, e9f2, sigradi2015_10.74o18, sigradi2016_673dd, bb79, 696c, 2398, 02cd, ecaade2014_180d45, f38b, 3403, 28b9, c425, c43b, 4a35, ascaad2014_022f4, 9aac, acadia14projects_357ao, sigradi2016_358o, fce7, acadia14_445aj, 0089, 187b, 3b44, ijac201513103b3, 326b, 5cfd, f46a, 0fb2, 646b, caadria2017_004s2, debe, ecaade2016_089a25, fe5c, a901, 2524, 52fd, aca5, fe55, sigradi2015_9.347r17, sigradi2013_243a, caadria2015_081d12, 9c60, 203f, ecaade2014_084u19, 8be5, 8184, 308b, 94c6, 915b, ecaade2015_22a5, 7e07, 6f0c, sigradi2013_138p, 18b7, 359a, ad5b, e8d8, ecaade2014_140j31, 4b12, 849d, d7fc, a7fd, 89ab, 49d9, sigradi2013_223o, 07b9, b9e3, 44ae, a430, c5e8, 5fa7, 4268, 21a1, ecaade2015_169c35, ijac201412201d1, f28e, a0b9, aaa6, c87b, a8a4, 27fb, bcaa, b3f9, 7eda, acadia15_195e8, 62aa, 5e5a, 083f, b9a1, 390f, 441f, d170, ecaade2014_173g43, caadria2015_016p3, 86d9, 989b, fc77, ecaade2015_314m68, f9c4, 6ac7, 7e6d, 3813, 4781, 5242, 1568, eee4, 68a3, 046c, 66a5, 3d38, b0ba, c458, 9b1d, c06f, ecaade2015_158x33, 9f4f, b66c, eb2b, 8051, a4eb, 0823, 059f, e7fb, 8f4b, 6ab8, 1e99, be06, 9cd4, e850, 4a0f, 3d77, 4d51, 0623, 04f2, b65a, 5ae0, ecaade2015_280g61, 4138, 3795, caadria2016_735v31, ijac201513302g10, ec2e, 2c36, ebb5, 2b3c, 293b, 2d62, ecaade2014_012u2, 7f41, acadia16_88b6, ef74, b748, d21c, 992a, ecaade2014_224w57, f760, d13a, ca1d, 4ada, sigradi2014_037y2, 0a5f, 2b39, 2807, 3d91, 2230, bce5, 3de5, d23b, ab0a, ecaade2015_101h20, ecaade2015_110e21, 7021, ecaade2014_233y59, 6fce, 7154, d7f8, d53f, ef8c, 72, 4f67, e2d3, be41, 2f3c, sigradi2013_401s, 4f7f, fddd, dacd, bb20, a64e, 1812, 3a3d, 8a00, 3eb9, 379c, 88b8, fd8e, ecaade2013r_010r6, fff6, 14fa, 8437, sigradi2014_084d8, d399, ce87, 0011, 482a, ffd3, 03c7, 651a, f1fd, c563, acadia14_53j, acadia14_375m, 09bc, caa4, e23a, ecaade2016_140k39, f43d, 02b5, 6cb9, e95e, 1880, e88d, c122, e6a7, caadria2016_157m6, a9cc, c783, ea35, sigradi2013_359e, ce9d, caadria2017_015f5, 3241, f2ca, ecaade2015_74l14, cdf8, 8000, 0707, 9bd6, a93f, 7052, acadia14projects_301d, 62ef, 560c, f48e, f759, b872, d6aa, 8e41, 43dc, 5b81, d992, acadia15_297b12, 537f, ascaad2014_019g2, d1b1, 86ab, 2d4b, 2408, 6509, e3ea, 942c, 68ad, 3faf, ecaade2016_007c2, 1145, 8061, b7e3, acadia15_284z11, 5e2b, 1ccc, cd45, ba30, 7360, 1e3a, 1ef0, 7a4d, ijac201614405g3, bff1, 5ecc, eec9, 76b3, da3c, a28d, a63d, d789, 594b, 0817, acadia15_251j10, 57c9, 4db1, acadia14_507ad, f6fe, ecaade2014_066v15, e65d, caadria2016_611v25, 8854, ecaade2014_086t20, 1d3b, 7f29, 2eec, c084, caadria2017_104y27, ecaade2015_303u66, 2482, 5db6, 6f55, a7a8, 3701, 83cd, c35c, ed49, acadia15_483b22, 4bd5, 3a04, 8bb0, f282, eec3, 5b25, ebac, e2f9, a7d9, 03fe, 678a, b40c, caadria2015_002e1, 0b3c, d5b5, 3a13, ecaade2015_138p27, ae50, 5cc7, 447b, 8c39, ecaade2015_199a43, 9138, bdc0, caadria2016_209v9, 5ab7, 1ed7, b4c2, bc6f, caadria2017_155s39, 734d, 5df4, 96cb, 7765, caadria2016_333p14, 3d4e, 4650, 6321, e7c2, 46ef, 8361, caadria2016_197p9, ecaade2014_176e44, ecaade2015_302i66, 5765, 699c, 26be, f880, 7436, ecaade2016_163f46, 995c, caadria2017_145g38, d6fa, 1c8f, 875e, 6955, 04ea, 6f9b, acadia14_91u, 4c97, ijac201412306c3, afed, a719, a44e, 0e8f, 4f43, 7171, caadria2017_183d44, 469a, 5976, 199b, ecaade2015_61t12, 7358, e618, 6887, 897b, 109e, ecaade2015_227p50, bc02, a7e8, b670, 07be, 8e52, dc3b, ecaade2014_202n52, 5990, 8ef6, d2f3, 3720, d046, 623c, 65a8, 2937, caadria2017_048z15, e80f, 4fc0, dd06, sigradi2016_381m, ff82, ecaade2014_185t46, fd09, 0c02, 994d, 36b8, ecaade2015_235o53, 3903, bb5f, ascaad2016_018g7, d82a, 609a, 4e3d, 2b8c, d102, 2782, 2848, 9765, caff, caadria2015_070j9, 1996, ascaad2014_029a8, ascaad2014_024e6, 485f, a85e, b005, 1e6b, 461e, ecaade2014_237x60, 9001, 8f5b, e0af, 2a0c, 70ba, 908b, f1cc, 1423, ecaade2013r_005j4, 5d60, ijac201614101h1, 92b5, 8d4a, acadia14_63ae, fd20, 7978, 5e78, c6af, 71e5, a8aa, 8ba9, 94f1, 587f, a52a, d85b, 54b7, 890d, e75e, ecaade2015_287k63, e08a, ijac201412203g2, acadia16_372z22, b572, ijac201614202a8, 8989, 5569, 54cd, 788b, acadia14projects_219az, caadria2016_651c28, 8836, caadria2017_182o43, ecaade2016_121r33, 12f2, 3717, fe3d, 5ab5, sigradi2015_8.47d11, 78e8, 1a2b, 0480, cf4b, sigradi2016_590e, 65f5, sigradi2016_467t, sigradi2014_189m6, 81ee, 2465, e7e2, 4ee6, d192, 497f, 206b, b696, 0182, 9dc0, a6b8, caadria2015_126d21, e005, 61a2, c638, fedf, caadria2015_226p34, b0bb, 1c55, b7ae, 9338, 9bec, 37ac, 0533, 1b1a, db62, caadria2015_220d34, cda5, caadria2016_579l24, ea4b, d264, ecaade2016_027x7, d2b7, caadria2015_048m5, bee4, dfea, b3db, ecaade2016_067s16, 02f5, caadria2017_023t8, ab1b, 2fae, 894f, ecaade2015_253t57, acadia16_414b25, 6ebf, 17a1, 3995, edd0, 55cf, 2d14, ad7f, 4178, acadia14projects_53k, ecaade2014_233g60, 93a1, acadia14projects_87ae, ecaade2016_243r64, 302d, 5f7d, 584d, 1826, 89e6, 98aa, 4a84, 6d69, 741a, aef8, 4b32, 7289, f637, de94, ecaade2015_217n48, caadria2015_015e3, 9147, 2a10, e8f5, ecaade2016_006a2, ec79, 69b6, ecaade2015_119d24, 48b7, ecaade2015_303r66, d06f, 83c8, ijac201513104g3, caadria2017_094b26, 10eb, ecaade2016_130a37, caadria2017_048d16, 767e, sigradi2016_702q, caadria2017_113b30, ascaad2016_059m23, 9b9b, aa6a, ca9a, d3ac, e75b, d403, a959, f352, caadria2015_014t2, 9ab4, a712, ijac201412406f9, ecaade2016_111o30, d83f, 25f0, acadia14_619au, 2455, 9326, da82, ecaade2015_138j29, 8fbd, dd5a, caadria2015_233g35, 06e2, b9c8, a505, 3a64, d437, ascaad2016_052j21, ba15, d07f, 89a5, 70b6, 534f, 6d62, f2be, 493d, 45bd, 3c77, 83bc, 531b, bd4b, sigradi2013_381l, 2b18, bfa4, 1906, d4ae, 2c79, 6eef, 5cff, a448, 23cb, 48b3, 3ba6, fae1, 57d5, 4d47, 42ae, d9ab, 485c, ecaade2015_250g57, 2caf, ecaade2016_105e29, c03b, 8457, 0160, ec85, 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ascaad2016_039i15, 7298, eca4, 075f, 9c8c, eb61, 1f0b, 6bf3, caadria2015_067g8, 1090, 54ba, 06ad, a021, 5a4c, 469f, 5209, 4713, 242f, ijac201513205h8, d258, c5f2, 35bf, sigradi2015_9.347y17, b8dd, 9ce4, 0653, c1c2, e1c8, 957d, sigradi2013_244m, 36b6, 1f8a, 06a2, 72c8, 4c89, ecaade2014_086w20, 38f7, acadia14_627av, 0754, caadria2015_226y34, 31a1, 1b75, aa89, 7753, e944, 3de7, ijac201412407c1, c443, 2fbf, 7110, c83b, 7e4a, a185, caadria2016_517a22, fa86, 6c90, f441, 9699, cfea, bd3b, 781c, 1341, caadria2016_457o19, ecaade2014_162s39, ijac201513103a3, ecaade2014_023n6, b655, 8fc0, baab, 2208, d0db, 65bd, 5fa9, 4dbe, 72a8, a0b3, 7381, 5341, caadria2017_142t37, 7da8, 20b7, 24b9, 0edc, 5006, b549, d8bb, 286c, sigradi2014_339c8, acadia16_174e12, b8da, abd9, sigradi2016_809uu, e0f0, 20de, 785f, 2542, ecaade2015_317h69, 7013, fa79, 24a0, c390, 4c63, ef64, caadria2015_194z28, bf26, 5686, 1546, 873b, 1116, 6827, a931, ecaade2014_079u18, 8387, c098, 940f, 5782, 246b, 5d0e, 7dfc, 3dc4, 7041, 7150, 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ecaade2016_118k31, 0fb8, abe3, 88dc, caadria2016_105h5, sigradi2013_429j, cb2f, ecaade2016_089d25, 6dfb, acadia14_237au, efc5, 1c45, 169b, 4406, ecaade2016_210e54, 4144, 6db3, 8950, ecaade2014_088f21, ac46, 8acc, c2e9, ecaade2014_066l15, 9097, acadia16_244s15, 40d2, bffa, b93e, 1754, acadia16_414y24, fc44, 5a6d, 5fd0, ecaade2015_22p4, 1daa, 6d04, c6a5, 03e9, 429c, cb49, 6858, 5d84, 9dd3, 1fde, cd21, 67eb, caadria2016_311b14, d0e2, 798f, ijac201513102i2, ff4d, 17c7, ecaade2014_130x28, 65a3, ecaade2015_170s35, 6298, 1a21, 8e8a, c8e9, 3763, 9329, 88a7, f976, fac6, ecaade2014_184p46, b1ab, 3afc, e579, 4c11, 6344, 136d, 17af, caadria2016_745x31, 8abe, 84eb, fe88, b9e5, 2500, 7ff5, 2205, 147b, 3989, 8313, c6b0, 88c6, 99d4, ee24, d4f0, e518, a176, bc65, ijac201614201g7, 397a, 421c, ecaade2015_64d13, b8fe, ecaade2014_010z1, 6b76, 7b60, ijac201412402l5, 0455, 7c54, 65ed, e8ed, c600, ef54, ecaade2015_314d68, 1c0e, 12dc, 6be4, 0966, 1628, 17d6, 324f, 70ea, 220e, ecaade2015_138h27, 25f4, e18e, ecaade2014_224z56, ecaade2015_230n52, b6e0, 56d3, de4a, 7de7, df80, 22bd, e65c, 9165, bbab, de30, 026f, 1cf6, f83d, e709, d5c8, 3e76, c8fb, ijac201513201v5, sigradi2014_018j1, a4c5, e7cc, sigradi2015_3.268o5, 029a, dbd3, e9c9, 1243, dcf0, eb0c, acadia15_149v5, 88e4, 4abe, sigradi2015_7.146b10, 11a3, 9f0d, cfc6, cf23, 08af, d3f4, b31d, ab46, acadia14_63af, sigradi2013_271l, ascaad2014_022g4, ascaad2016_042r16, 1abb, sigradi2013_189r, f66b, 5d35, 1d46, aaac, cef2, 7069, ijac201614102r2, 38f3, 9dce, 5a1e, 3a1a, 5365, a98b, 8511, sigradi2014_178k5, 8cf3, c2e0, ecaade2014_105x23, acadia16_478u27, 9435, 9b49, d7aa, f952, af2c, 7cb3, 43d8, 57cf, caeb, acadia14_199ak, b608, 74ed, bc1d, ecaade2016_213t54, sigradi2014_189l6, bbb7, f80d, 73aa, 7be4, 2b31, dfbb, 98a0, 5541, 4656, 348c, 37ab, sigradi2013_393v, 1339, acadia14projects_497r, d73a, ijac201513206t9, acadia14_117ax, 4b98, 8e70, 34ff, 021d, 78de, bb04, e60a, 79db, ed76, 2589, 34b5, c7f3, 3090, acadia16_224x14, f844, e6ea, 1338, 2531, a24a, ac08, acadia15_47c1, 7163, 7a99, 7bb0, 9978, 143a, 75cc, ecaade2014_225t58, b410, f38f, b35c, 0ca0, ascaad2016_045c18, dd33, ecaade2015_27p5, 50d1, acadia15_323n13, 5796, f48d, f0c8, b389, 6c52, dbdb, caadria2016_507k21, sigradi2016_729qq, 3f5d, c6f4, c501, 9baf, 1db9, ascaad2014_003a2, caadria2017_124u32, b2c6, 9df6, 5578, acadia14projects_463h, dd78, 9a67, 6bd3, 7ebd, 84e5, 45d5, 3d5c, 7049, 294f, 869b, b765, a5b4, 464a, 8a5f, d4ec, 7ef9, f9c6, fd35, 936f, 7d16, 6efa, b6f8, 7550, ecaade2014_019d5, b455, ecaade2014_092d22, 4ec1, 08b3, caadria2017_001a1, 7b71, a08f, 3acb, c198, 7868, 0955, d090, 7212, 99b9, 03d8, 8b4f, e03d, ecaade2015_211x46, fc72, f2b2, ijac201614105a5, ecaade2015_138b29, 98dd, ecaade2014_089x21, a6a7, 5ee3, a9e6, 8930, a092, 0445, ca96, 656d, dae9, af3c, ijac201614403c2, sigradi2014_303e5, 8a27, 5e72, 1788, ec30, acadia14projects_257ab, d4e9, 9121, 5024, ebdb, 4a50, dd5d, baa6, 2861, sigradi2013_248f, bf1b, f287, f0d4, 70df, 1a5b, f154, a8cd, ecaade2015_200h43, 0546, 07fb, ecaade2016_007g2, d17e, 0d5c, 431e, caadria2016_405m17, 50a8, ecaade2013r_003i3, 1ab1, a6e4, sigradi2016_590r, d022, 1e3f, a13e, 1ad9, c899, 6dae, 088e, 70d0, 2511, 21db, 476a, ecaade2013r_003o2, 0f83, ascaad2014_009g5, 6028, caadria2017_015c5, cc6b, 7ae2, d341, 9038, 40d6, 8a33, acf7, 544d, ascaad2016_007v3, acadia14_565j, 38c3, 5f3e, de00, 033e, d0d3, 7b39, ecaade2015_86k17, ebb8, 5640, a9a9, acadia14projects_53r, 0fa7, 33d7, 8c82, d63a, ijac201412403k6, acadia16_478c28, 4421, 7e41, caadria2016_229b11, ecaade2015_138l27, dba2, c895, 0af7, 791c, d41c, ecaade2015_293f64, 413a, caadria2016_013g2, 5add, 9c21, e362, b07e, a7a4, ecaade2014_010p1, 8e07, sigradi2013_389m, ecaade2015_285i62, ef7c, 50eb, b0fd, ba77, 725b, ijac201614208l14, ecaade2015_225l49, ecaade2014_023i6, 71e8, 8680, be0d, 02db, 444a, def0, d818, df68, 7f03, ecaade2014_019j5, 5ec4, ef92, db38, sigradi2013_311i, c53d, 7100, cb0b, e2fc, ecaade2014_067w15, sigradi2016_448t, 72c1, fd29, ascaad2014_012i6, 9c3a, c80f, 9c95, ijac201412303g9, ecaade2015_268y58, b746, aeac, caadria2015_070c9, ecaade2014_078t18, 7937, 16a1, a27f, caadria2016_023r2, 5e80, 989a, 6bc6, 5528, 2044, 7eb3, 1e17, ijac201614308i5, ascaad2016_031l12, 8a7c, 02e7, cd2b, b06e, 4720, ecaade2016_068v17, a6d3, 4435, be6d, ea04, ascaad2016_042t16, 96b1, 9ff0, e7f8, caadria2017_109c29, ecc0, sigradi2016_647oo, 0821, f187, sigradi2014_134b2, e3db, 8f2d, e915, a72f, 56cb, 2900, b738, 5fc7, ecaade2016_213k54, 6603, ecaade2014_149b35, 36ab, ecaade2016_163m45, 6448, bb26, caadria2015_090z14, b6d0, 7e59, 46d0, ijac201412403e6, 373f, 68c5, c8aa, 0c9e, c5c0, ecaade2014_201i52, c120, 9fd5, a2b3, 5f17, d2aa, 746b, sigradi2016_515i, d2ee, c25c, 7b27, 1b0b, acadia15_323t12, aa13, 773c, acadia16_382c24, 906f, c941, 9c66, caadria2016_569f24, 45ba, 18df, 7aec, 8f8d, 5b7f, ecaade2016_042e11, 30d1, ecaade2015_206n45, 08d2, ascaad2016_026t10, 7e3d, feeb, 89e2, acadia14projects_281u, ecaade2015_17l2, 3f01, c0bc, d29c, 610d, d691, 941b, 7811, 1e27, ecaade2016_073b21, 7cd7, 89b5, a556, 37b5, 4390, 721b, sigradi2016_592s, 9c90, 9f75, sigradi2016_766l, 42fd, 7bcc, 4fa9, 6125, ascaad2014_004b2, 949a, 6bae, 4dfa, 3747, ecaade2015_138w28, f6fd, acadia14_145aa, 36b5, 049a, ijac201513102b2, d8fa, 6eb7, 247b, 5862, b47d, acadia15_57g2, 4bcd, c047, 9590, 6431, d709, 390e, e792, fc11, 6b79, fef7, 99a7, ijac201513102h2, f89c, eb89, 77cb, ecaade2014_240h62, 5a2a, 4af4, sigradi2014_037x2, caadria2015_105k16, c998, acadia16_88n6, sigradi2015_10.309d22, 6a5f, ijac201614208i13, dd1c, ecaade2014_092e22, f5ac, 997e, ecaade2016_139f39, sigradi2015_8.27m10, c8c2, afab, b8df, acadia14projects_539b, aa31, acadia14_681ak, 3976, ecaade2016_197z51, e575, 943c, c603, 5631, 2559, 405e, caadria2016_787e33, c02a, a451, c712, c851, 8f66, decb, 6412, 06ce, c672, 5d5b, a812, 5d6b, c485, sigradi2016_517s, 140c, 0557, e65f, 9203, 17f7, caadria2016_693a30, 1deb, b90a, eb4c, 76e1, acadia16_470g27, 58c8, ecaade2016_230l62, 8305, 1cd6, 4f7d, 30db, 0eb5, adb7, sigradi2014_213n7, 86a6, ijac201614102c3, 9df0, ascaad2016_044r17, cfd8, fd9b, 9f99, 9349, cb7f, d158, 313e, 82db, 55fc, 468e, 3264, 8626, 9c74, ecaade2015_94i19, sigradi2015_11.136k24, 47be, 6cb6, be3a, b7a9, a795, f77d, 8702, 205b, 5c30, 1ad0, 976f, d1c4, fcbf, 7787, b0ef, 3d7c, e53c, ecaade2014_052k13, 0af9, 79cc, ecaade2014_127l28, 8775, d335, 7f10, 5ec2, 13a2, 4890, bf6c, bc82, ecaade2016_140j39, d2ae, ascaad2014_008b5, 2e0e, 6214, sigradi2015_8.81x11, 5ed4, ecaade2015_196p42, c539, 9671, 4b58, f010, fe2f, e5a3, 1175, 0338, ad3e, 3e27, 27bf, 378a, b072, 17a3, 4830, sigradi2016_685oo, f0d6, 7232, 347c, caadria2017_043f14, aefc, 3c21, ef2e, 2624, bf48, 2b7e, 977a, 0675, ecaade2016_215x54, acadia15_513t22, sigradi2016_375f, ijac201614401d1, ee62, 86cf, ab42, 2f66, ecaade2016_134c38, acadia15_203i8, e2e4, e47f, cad7, 1ae6, acadia14_463u, acadia14projects_79y, 017a, 8ef1, ijac201513305s12, 4ca1, b119, 2419, 0c84, 8988, caadria2017_109a29, sigradi2016_814r, c3ca, 9887, 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ecaade2015_309t67, 3e70, d4c6, 0ec0, c34a, e04a, sigradi2015_3.221n4, abb9, 0b42, 73c3, ijac201412301d6, 2175, 660b, 1f10, ecaade2015_180h39, 8bfd, 8d9f, efe3, 7e9f, d944, ca06, ecaade2016_015x3, 1f76, e18b, caadria2016_549v23, ecaade2014_018w4, ecaade2014_086x20, 21d7, e14e, sigradi2016_364mm, ascaad2014_004i2, 5d9c, d58e, acadia14_111j, f69e, 7d7b, fb7c, abc4, d49f, 0faf, c81d, be8b, be7e, e78b, sigradi2015_3.209f4, sigradi2016_393ww, 2a43, 30f6, a730, b810, 5223, ascaad2016_059r23, 5c54, 5780, 2308, 4e42, 3f1b, 0f29, 4391, ijac201412408e2, 8e34, 2b28, 5,9999999999999999e+83, 6a61, c374, ea6e, f288,