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 cf2005_2_31_60
authors TALBOTT Kyle
year 2005
title Integrating Generative Modelling and Design Process
source Learning from the Past a Foundation for the Future [Special publication of papers presented at the CAAD futures 2005 conference held at the Vienna University of Technology / ISBN 3-85437-276-0], Vienna (Austria) 20-22 June 2005, pp. 77-88
summary While researchers learn to generate design options with a computer, the question of how a designer interacts with these options remains largely unexcavated. This paper explores how a generative system should interact with a designer. It argues that limitations in human cognition require a designer to manage the complexity of his task with a creative thinking strategy called Perception-Imagination Overlay. To support this, a generative system should present a progression of contextual design “moves” rather than a collection of finished solutions. After validating a set of interface requirements, the paper presents an example interface. The paper concludes that the development of computational methods cannot be legitimately isolated from the development of an appropriate designer-system interaction, and that integrating these concerns might transform our conception of generative systems.
keywords human-computer interaction, generative design, creativity, design process, 3D modelling
series CAAD Futures
email ktalbott@uwm.edu
full text file.pdf (479,388 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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acadia14_463n, e52b, a290, c979, ijac201412204o2, sigradi2016_625yy, 8496, 9562, 2fc4, acadia14projects_719d, 7020, 0246, 67f0, 0a64, ecaade2014_042l10, 4efb, 675d, 176f, 34c9, f3a3, 7154, ecaade2015_17k2, d8f3, 1d7a, ecaade2014_176p44, cadd, f9ee, caadria2016_683v29, 03f9, ecaade2015_233z52, da23, acadia15_407o17, f565, a810, ecaade2016_126n34, ijac201412303l9, 160e, sigradi2015_10.307x20, 5ec5, acadia16_116u8, 61d8, 0b56, aa08, acadia14_375i, cbea, 4c55, 1e35, caadria2017_122y31, d1e7, ea64, 07c8, c355, 3e30, ecaade2014_031v8, 21ec, d61c, acadia16_106w7, 2719, 48ad, ijac201412304s9, 77f3, 0f7c, 9192, 3ca4, 57b6, 779a, ecaade2016_190u50, 7237, caadria2017_105i28, c834, d1dc, a1c6, ab61, cf00, b0d1, 29b0, caadria2017_123s32, 542f, bae8, 7056, ec47, sigradi2014_189j6, 7ddc, 9785, ascaad2016_009j4, cdb5, caadria2017_101f27, 8626, 6b28, 70f2, sigradi2013_397i, e481, e3cd, 954c, e04d, 53be, 921e, 7686, b2f5, 2c0d, 642c, 7ce6, 037a, ijac201412305t2, 7c4e, 06e5, f353, 5115, 9243, 342b, 254f, 6af3, 9c8f, 75e3, f083, 1d2b, 700c, d8fd, da6a, 69c8, 9db9, aaaf, 74b2, 058b, 0aae, ecaade2016_068j17, 0bad, df62, ecaade2016_129u35, ecaade2016_023o6, 2d66, bb33, 08fe, 3b66, 04ce, b5cf, ecaade2015_139c30, 8408, b22a, acadia14projects_71v, acadia14projects_153i, a6a6, ecaade2016_158t43, cd8c, 8847, 956d, ba1f, e919, 4638, bb5e, a625, 716e, ecaade2015_297s64, ijac201412401v3, 3d8b, 46c0, c6fc, ae41, ecaade2016_046x12, b100, 5184, e2d3, 312c, b735, 68ac, e81d, caadria2017_142f37, eb9c, 803e, c917, 59d1, ecaade2014_052b13, 78a1, ad3c, 5bd3, sigradi2014_249n9, 8da9, c309, 3e67, 65d6, af2d, 4273, f703, acadia15_211y8, 0439, sigradi2016_673dd, acadia14projects_317aa, 08c2, 06e9, d138, 6f41, ae0e, caadria2016_197s9, 7b0f, b3ca, 97a4, 69d2, 165a, e1e2, e305, 8cdc, 294e, 3862, 7155, 32a9, edfa, caadria2017_009o4, daa5, 45fe, db58, sigradi2014_330p7, 6f4d, 271f, 8296, 4592, 8f26, decc, a6c5, bcde, edd6, ecaade2015_158w32, 4392, efcd, e0a3, a4c4, 8eff, 6565, fb9f, 0907, 6751, 68fc, 4661, 84d9, 91a2, bac0, 87a7, 042a, 867d, eb68, 2ef1, ecaade2014_168l41, 0aa4, caadria2015_032a5, sigradi2014_345s9, 211f, caadria2016_507j21, 25ca, 832c, 1b20, sigradi2015_11.196m26, cc58, a86e, dfc9, 6852, ascaad2016_018k7, 63de, e041, 5417, 62fc, 3b74, 9394, acadia16_382u23, ecaade2014_021v5, 2088, ecaade2015_317p68, sigradi2014_282t3, b0fc, 57e3, ecaade2015_273k60, ecaade2016_225c61, 5c2d, deb2, 0a93, d23c, 5247, c6a0, 8447, 95fe, be73, 40d3, 2d61, sigradi2016_814j, 100e, 462a, f656, 2d31, bd1d, ecaade2014_122b28, ecaade2016_161b44, 2d0a, sigradi2016_375i, 0c46, 39c6, 8560, ascaad2016_039h15, 4348, e47e, ecaade2015_314m68, 26ae, 2b8a, 348c, 2edd, 15b3, d391, ecaade2015_307r67, a260, 12f3, 6d7e, acadia14_445aa, 575f, 15f7, 4daa, caadria2015_176l26, c1a6, c18b, 194d, acadia14_177y, cd70, 9ab1, sigradi2013_43u, 0e27, 938e, 4fc6, e1b7, 8bc6, 2759, f8ce, acadia14_579e, bc54, de59, cdd0, ecaade2014_202r52, 12d7, acadia16_244y15, 6ccb, 2516, 9d2f, 8d34, 25da, a477, ccf5, 34c6, f6bf, 5c99, b02c, 413e, 6d31, ade1, ee7f, a8d7, d00a, 3e4b, 03fd, f1a0, ecaade2014_086v20, 2265, ascaad2014_026c7, 886b, 87cb, 7060, ab9c, bb29, 4148, caadria2017_165i41, 1a66, c3d1, ecaade2016_158k43, 292a, aa3a, c6bc, 6257, ijac201412408h2, acadia16_78s5, 4cab, e4b2, acadia16_440d26, 5ffc, 9582, b3d6, 9f7c, 6872, dbc5, 4eb5, c67d, 8694, bf9d, sigradi2015_10.309h22, 4f32, 1b7a, ecaade2016_197f52, 6461, 6921, 2a79, acadia14_497v, 6c72, 2d5b, 6817, caadria2016_797o33, acadia14projects_375l, ijac201513302b10, 1e1e, ecaade2016_191w50, 0fef, fd2d, 9387, 35fa, 5390, 99bd, c5be, ijac201412405y8, ecaade2015_61a12, 9755, fe44, fb09, 0820, f272, 5666, 6328, 7952, b7b7, sigradi2013_263p, 2395, 8344, 4d60, d716, a402, 1828, 1d49, d0b4, e708, c276, ab3f, 20b7, ba04, dd80, 5ba3, 6130, 9a9d, bcab, 151a, 6a29, 5e01, f09c, 4469, b371, sigradi2014_137h2, 405b, ecaade2015_329i71, 12ed, 0591, 286c, ecaade2016_104z28, ecaade2014_176y43, ecaade2015_201x43, a6b4, acadia16_440j26, 18e0, 7064, 51fb, ijac201614207y11, c334, c49e, ecaade2014_224w57, 01cc, f9a7, fe1c, 63d7, 2406, b83d, 2a0d, 65a5, 7f0d, 5c92, f772, 14ae, 13ee, ef71, f6c9, a7f0, 241a, 85e9, bfb2, ascaad2016_030f12, acadia15_407h17, 8198, sigradi2014_339b8, 8756, 59f4, 4ea3, 8266, 6e55, 82df, caadria2017_136t36, 3dcf, 9c34, ecaade2014_023o6, ascaad2016_033x12, 9174, 4ecf, caadria2015_114t17, 1939, 51d7, c835, abd6, 7ea1, 694c, dbae, bfc8, e3a0, ecaade2013r_012n7, ef59, ecaade2015_138j27, 0113, sigradi2014_141s2, 9c6b, e5d3, d47f, b17b, f5e3, 076e, 1f9e, caadria2016_611i26, a2c3, acadia14projects_317ab, 16f5, ecaade2016_106i29, 3844, e51d, 26ff, 6a33, a821, 84a0, 51f5, 67b0, 6a1c, ecaade2016_130h36, 441f, acadia14_365ag, 5bb3, 9fdf, e8c4, d0ce, 76da, 0f10, cfc6, 646a, 510e, ecaade2014_049z11, c8f2, fea9, b2ac, 7121, 6de5, 3f8d, sigradi2015_11.8o23, 7269, ecaade2016_168i48, ded0, sigradi2013_381k, 94b7, sigradi2013_390e, ecaade2014_152k36, d7a6, f646, caadria2017_021h8, 3141, b531, c956, c952, 366a, 6e09, fa2f, 0212, 343e, b569, 905f, 4f30, d6c0, 15e4, e094, e186, d587, 8d3d, fda9, 88f9, ecaade2014_157y38, 69ae, sigradi2015_sp_8.284m30, f7e6, acadia14projects_33ao, 5ed3, 5493, da36, 0739, a642, fdd7, 94ef, ijac201513306g13, ff67, bf25, 9492, 0b83, 561d, 25a3, c376, 9199, cb17, 7b60, 98f9, 5d60, 9118, 0295, 5119, e385, 8d7e, 564c, 0cb0, a37b, b2b4, c6d3, 9c2e, 3fbf, f9ef, ba0d, 4daf, caadria2017_145i38, 4d0c, 2026, bdee, 526c, caadria2016_353w15, ecaade2016_222d57, 8ced, sigradi2013_117a, c232, caadria2016_601p25, 16f2, ea04, 7b4d, ecaade2013r_012r7, ijac201614208e13, ca86, 53c5, f052, 225c, 9713, 50e5, f7c7, 49e7, 4a4f, 4572, 7b13, 8c3a, 71d2, bab6, 0c45, b8cc, 4988, 4871, be3d, a86f, 8e83, caadria2017_122p31, 63a8, 4518, 927d, 738a, 4d48, 4e6d, 0645, 6a81, c82b, c9d1, acadia16_280d18, 1d4d, e0a7, 2022, 7def, 1c8d, c9a9, f1ea, acadia14_153h, bc07, 57a6, 6526, ce16, 4074, f3ba, 9caf, ea6e, c0e5, 5a2b, d818, 3355, 2943, 4a43, ecbd, 87c9, 37c8, 3bd1, c1ed, 1c64, 1a85, 02c7, c1cc, ascaad2016_039r15, 5607, cd1a, d42f, 8471, dc17, d588, caadria2015_078p11, abd0, 4f2b, 4571, ijac201412402k4, 3da4, c063, ecaade2016_067k16, deea, 113a, 11d7, b1fc, b629, 0e51, 5c98, acadia16_478s28, e770, 36ca, eee4, 2c9c, ecaade2015_143u30, 4cb6, d8cd, f8cf, 1b75, f608, caadria2017_104v27, 41d2, ebce, acadia14_637ag, d010, 70b1, acadia14projects_63af, 62ab, 2e14, a48a, d73f, d472, bd46, 7900, 94a3, 515e, 5abd, 30ca, 0ffc, acadia14projects_539g, a105, 398a, acadia14projects_365ag, 81a6, 6c86, ecaade2016_072s20, f558, 8840, 0678, 2fd5, b6d7, ecaade2016_071k19, 79bf, sigradi2014_329v6, 5fe2, 2173, 6d36, 902b, bcc4, bd9c, ascaad2016_045f19, 1c33, 51e5, ecaade2014_046o11, 0cc8, 490c, acadia14_579f, 416f, b874, 1ddb, 7ef9, f0b7, 0fb8, 7e05, 8f90, 402f, cdbe, 6475, 9796, 2b5d, 958a, 7115, 53cf, 6dc3, 0718, c42c, 8e52, e411, sigradi2013_268g, 7472, caadria2015_012h2, 3478, 89ff, 8f7a, 79f2, ec58, a555, sigradi2014_276v2, caadria2015_164j25, 0eea, 7621, 1aff, eece, c86f, acadia14projects_347ag, bfb1, 7c02, ba6b, b4d6, 559d, caadria2015_137l22, 7784, 5b79, sigradi2014_074k6, 6b35, 8837, b790, 8f35, caadria2017_115g30, sigradi2016_614t, 01db, ascaad2014_004d2, 601e, e5cd, 26a2, 25d6, 169b, 9dba, 7f6f, 0446, e209, 438a, 09b7, 642b, a658, 65aa, e387, sigradi2013_100e, b987, 3abe, e751, sigradi2016_809rr, c7a6, c7d3, 014b, 89cc, cb69, d145, f6e1, a66a, b96d, sigradi2016_470z, 2b5a, ascaad2016_028e11, 0e0d, caadria2017_190v45, 0f2a, acadia14projects_565y, 3be9, af67, bc6b, 9109, 2477, 8548, ijac201614207n12, acadia14projects_555g, 1860, b6e8, fc41, 495b, e180, b88b, 0571, 773c, 0ba1, 1c93, 57a7, 5a94, 40da, acadia14projects_135ab, 0dcd, 9814, 92cd, 8e12, f32e, 2e18, 7086, 305c, 7db3, ecaade2014_168j41, 8eab, ascaad2016_057l22, b7ef, c87b, caadria2015_067k8, acadia15_381r16, fc4a, 65be, sigradi2016_814r, 3c60, c3fe, ecaade2016_023k6, acadia16_440e26, 23cd, sigradi2013_400o, ad83, cabd, 3513, sigradi2014_159g4, ea98, 8e79, 6e0d, 53ad, b20b, ascaad2016_022h9, ffea, 2246, 120f, ce76, ijac201614105j5, caadria2017_142w36, ab81, sigradi2014_123v9, 4a86, bc21, 1205, b9d8, 0b2e, acadia14_637ai, 459e, bb17, 88bd, 8a24, ijac201614204k9, ecaade2015_13j1, 6ab3, abe1, eced, 43a4, 87d7, caadria2016_033x2, sigradi2016_522z, dfae, f17d, e457, caadria2017_051b17, b1be, 78c4, acadia16_414a25, d19b, 7d29, 1284, 3ef7, 6f59, d739, 4995, 6e05, 46ed, cb1f, 7e0f, 1425, 6e10, sigradi2016_484m, c33d, acadia16_254c16, 1caa, af84, e8c1, 35d0, 9823, 0a9c, 5621, caadria2017_041i13, 8de6, 3f2d, 2126, 5e99, 13c0, 7076, e109, ecaade2014_122c28, 3748, 5c66, 5343, 701f, 7080, 8ee4, a2ca, bf87, 7a7f, 0e06, 2a07, 46cd, ec44, 64f6, ecaade2016_167c48, 0abd, 8657, a802, ecaade2016_114f31, c54e, ceeb, d1e5, caadria2016_187u8, 6876, 0c4a, acadia16_174w11, 1e62, 898c, c4de, dbf0, 3179, 2440, b580, 00e1, fc3e, 52cc, 342a, 9679, 05f3, efd3, 9c5c, 5c52, 9f10, ba2b, ecaade2015_129l25, 8b99, 5cb1, ec0c, ecaade2015_230l52, 9c0e, caadria2017_055m18, 76c9, 938b, 9016, b2af, 03f0, acadia14_435ap, cbdb, f618, acadia14_339ac, e8e5, 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acadia15_185n7, 65cc, 3898, df22, 8499, 1be5, ce1d, 4f12, d40e, 5b94, 67e1, ce34, 7280, df19, 37fa, caadria2015_246b36, ecaade2016_171b49, ecaade2015_48z7, acadia15_47h1, f5b1, 6a30, ijac201513303v10, 2f90, 3cac, cfe6, 033b, 324f, 393d, 6d94, ijac201614308l5, 84b5, c832, a738, 2ffc, acadia16_174f12, ijac201513206h9, acadia14_497ac, 42c7, 5353, 0d95, 7df6, 07f8, 1de1, 5b26, 630f, 8104, 962c, ed8a, f650, 970f, 7673, ecaade2015_304a67, ecaade2016_136z38, 805b, 5419, 6ec3, e7f2, b9c4, 1b37, 9a41, 297c, a52b, ecaade2015_81s15, ecaade2016_230x61, 8469, 969b, 00cc, ecaade2015_87u17, 60db, ff6c, 3b23, cbf9, ef4d, 0652, ecaade2016_222j57, 32db, 9215, 879e, d35c, 130d, ecaade2016_223k58, cd2e, 40c1, e781, 24f8, 4d23, 12d2, acadia15_185t7, 1abb, e76b, acadia16_372a23, bf70, 467a, 7415, ceba, 4f1f, 027b, a3ac, 75aa, e6c1, acadia15_110x3, c81f, a59a, ecaade2014_202o52, 350d, acadia14_681ap, 0ed1, 92b1, 79f0, 91d7, sigradi2014_313e6, 23aa, cb4e, 23e9, faa1, 99d4, 8494, 215f, sigradi2016_694k, ecaade2016_047p13, cb90, 91de, acadia14projects_189an, 2921, 244b, ecaade2014_153l37, afa7, dfbd, acadia14projects_479k, 903a, d810, 0cf1, 1782, 3a23, 3d55, b47f, f7b0, 07d3, 7502, a6ef, 1c5c, 2053, caadria2015_015b3, ecaade2014_092b22, 85c0, b557, 13b3, c6cb, 3013, 4a2b, 61e8, 0546, 916f, 1616, 5488, 0ed2, 97f6, 3f89, 2579, 7434, f3dc, ijac201614103r3, 0425, 3233, 0c9e, f1a3, ecaade2016_154t42, a610, a58d, 1e9b, 484d, ada4, 7e82, 98bb, 6088, 39e3, ac3d, 1a50, ecaade2015_285e62, be40, 3336, ecaade2014_215c55, 71d3, bd41, caadria2016_631h27, e89d, 2491, 53b7, 6b87, 1e73, 8f57, e1d3, ecaade2014_015x3, e56b, 62ac, ascaad2014_017x9, 838d, 0022, 6840, 2a2a, 6ee2, deb0, 5e51, 322e, ba77, 75b2, 4297, d28d, ecaade2014_140d32, 7d6e, acadia14_317ac, ea90, acadia14projects_473au, 2a4e, ecaade2015_211z46, 25ee, 38a7, 45be, 956c, ijac201513305f12, 1520, caadria2016_013b2, d89f, 9ec7, f7bc, a5ea, 4946, 5a4d, ecaade2014_071w16, ecaade2016_164g46, 08eb, 9088, 656b, 50f0, 2368, 99e8, sigradi2015_12.215l27, 4837, 3acf, 5674, 5b83, ca5c, a645, 0be7, b000, 51a8, 9ac6, 3be0, 0fab, 040b, ecaade2016_013l3, caadria2016_851x35, 5157, 5a53, ijac201412403h6, 1005, 4b61, 12a7, a143, 7427, ec76, ba6a, 6f15, 6dfb, b2f2, 43cb, caadria2016_621u26, 4df3, ascaad2014_035p1, ecaade2014_072k17, bc3e, 467d, f16d, c07a, df4b, acadia16_24v2, 3167, 4251, a1b3, b31e, 18bb, c155, 5cd7, 901e, e586, 5110, ascaad2016_058g23, ef3e, 9f73, caadria2017_004t2, 123c, 1ee4, 365b, 7721, b3a7, ecaade2014_046p11, f4ab, 1255, acadia14_63ah, ascaad2016_007o3, 5b6c, acadia14_33an, ecaade2015_248p56, 3686, a621, 5aa8, af26, c363, a117, 302e, f69b, cbaa, acadia14projects_75b, ecaade2015_206v45, 448a, b59c, 53f4, ef60, 6eb5, d241, ba4a, c4a6, 42be, d047, acadia14projects_661g, 6c3a, acadia14projects_219aw, c669, 309f, 4fcf, 2d9a, 640f, 28c7, af00, b4d4, ecaade2016_158e43, 4c70, sigradi2016_766l, acadia16_470n27, 221b, ecaade2014_188h48, cfe0, da7c, 3e84, 26d8, 4107, f375, caadria2015_061h7, ijac201614202d8, caadria2016_673d29, f2df, db3f, cc3b, 4ef6, fe1f, 7d06, df9a, fda3, b24f, b271, 1dec, sigradi2016_809uu, a28e, d619, 755a, ccd0, acadia16_236i15, 4826, 0b3b, 77bd, f266, fa27, sigradi2015_3.221o4, ef04, 59ae, e177, 2568, 41a8, caadria2015_139g23, 3e80, 4cbc, a731, b4f9, 1944, caadria2015_114z17, 9d54, 0145, 0aca, 86e2, ae67, sigradi2016_448l, 1bba, ea32, 6c54, sigradi2014_082r7, f850, 12a1, 771d, d3f6, 12b1, 405a, ascaad2014_030v8, a88f, 149a, 4aea, 413a, d808, dd0c, ab55, ad49, bcbb, 4174, a4ab, c9b2, c90d, 536b, 582e, 98b2, cbcd, a03a, f1ff, 7ae7, cf2a, 6992, ffe2, f560, 9789, 0915, d64b, b5de, cd77, caadria2016_405m17, 772e, ijac201412204v2, 3a6e, 0c85, 2d13, 045d, c95b, 744b, 12e8, 2dbd, 7006, a461, e7ec, f80d, ecaade2014_155z37, acadia14_517r, 5997, c5a3, 53dc, ea94, 003b, 2a7d, ascaad2016_048e20, ecaade2016_154b42, 6520, c04e, bc2f, 99eb, ecaade2013r_003j3, aa23, ae4a, cb07, 4e36, 8c62, sigradi2016_484qq, b304, 07a4, 4626, 437f, ecaade2015_53w8, caadria2017_015v5, 0aa3, c667, caadria2015_061a7, 8c57, 0fbf, c589, 69ea, ecaade2014_224y56, 4ea9, 4152, 1ffb, 5269, f916, d07a, acadia14projects_565z, 2631, ecaade2014_239l61, 1421, 2e53, ecaade2014_018b5, 864c, 2a84, e2c1, ijac201412406m9, 177e, caadria2016_601l25, 8b48, 22aa, e25c, 1357, 7f56, 88fe, d79a, 8f11, c85b, 1e45, 2a46, e0ed, bbb2, 78c1, 3f3e, c278, a1b1, ad28, ijac201614405c4, 764f, caadria2017_079v23, d768, sigradi2016_602yy, sigradi2015_3.111h3, 7d96, 233d, 3c4c, 9615, d99c, 582d, c487, 46c3, b714, 06f5, ecaade2015_138t28, ecaade2015_237e54, acadia14_565t, aad5, e058, 61e6, 9256, 4ff7, 048f, 5461, 5840, 7fca, 3271, 4a68, a567, caadria2017_142s37, c007, 6058, 127d, 60e1, 21a8, e2e9, 9245, 34f0, ecaade2016_062e15, aad1, 2b60, fa9f, sigradi2016_507ss, 46f8, cdc8, 3616, 0097, 7499, bee1, sigradi2016_601zz, 1df3, 161a, ecaade2016_197z51, d351, 63c3, 896a, c4f2, 31a6, 195a, acadia14_111f, 483b, caadria2016_621p26, 0b9b, 2c4c, d5bd, 2754, f06b, sigradi2016_448bb, 0512, 3f43, 46f3, caadria2017_046n14, bfa4, 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ascaad2014_003v1, 845a, 3d95, b0c3, acadia14_247r, c5bb, a0c3, caadria2017_094s25, bdf3, 09e9, f6af, 55b6, caadria2016_249k11, acadia16_478u27, dbaf, e5d9, 9dd1, 00b4, e075, 004a, 2830, 6bae, caadria2015_090v14, bc62, a384, ijac201412204j3, caadria2015_206h30, c568, 9214, ccb5, 4cff, caadria2015_218v33, 5fa8, acadia16_362r22, ecaade2016_158s43, 531c, 52a2, f40f, f84a, 9311, acadia16_298l18, 9346, ad39, ecaade2016_162i44, acadia16_78v5, ecaade2014_108e24, 30bd, ecaade2015_59k11, 4750, f433, d44c, 61d9, 6e6d, e8fb, acadia14projects_63aa, 92c7, ecaade2015_48i8, 6dca, 7749, 53b9, 056b, b012, caadria2015_137o22, c4a3, 3351, 8ac7, 80c5, ea52, e9ce, 741c, 3624, 08de, 3e95, 9171, 6c2a, e654, ed86, c5a5, bae5, 83be, ecaade2014_111f25, 829f, 5699, ijac201614205k10, acadia15_311o12, 15ac, df6a, 7679, 53ba, fe5d, d7cd, e85d, c58c, 82b4, ascaad2016_017y6, ece7, f7c5, eaa1, 499b, 1112, f1f0, 9ab6, 872a, df12, a8f5, d667, 85c4, caadria2017_005h3, 85ac, 7588, 97b2, sigradi2013_135j, sigradi2016_590o, 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sigradi2016_814l, 0585, 5883, 1174, 377b, ea41, sigradi2015_7.203f10, d884, 976f, ff17, acadia14projects_135l, b7b2, 7bd2, 4e33, acadia16_440a26, f78a, 8593, 2e83, ecaade2016_033d9, cecc, fad4, ecaade2016_017r4, 632a, 0e67, cb67, d4fd, c028, 8036, 5f32, caadria2016_713e31, 4962, 3ffe, b679, 8516, b4ab, c4b8, 8cab, c432, 99f3, 8ece, 404b, ecaade2015_113t21, 1779, acadia16_12g2, 8e3a, 89eb, ecaade2014_113v26, f322, 1760, 9c81, caadria2016_333c15, 63d0, ecaade2015_59r11, 9302, 0301, d0ea, caadria2015_073b10, e5d5, ecaade2014_044v10, b4cd, 3455, ff6b, 4c06, 75f8, c18c, 6b2b, acadia14_219c, b559, ecaade2015_336y72, 0d0a, b5f5, 8c00, 1334, ecaade2014_194l49, a3ce, a08e, 71b4, sigradi2014_136e2, 9047, ecaade2016_158g43, 7a92, ecaade2016_118s31, 4763, 1a87, 62ea, caadria2017_094a26, ecaade2016_161y43, 698a, ecaade2014_218t55, 7cf8, e0aa, 5604, dde9, cee9, ecaade2015_269i59, 8ea0, 049c, c339, acadia15_483y20, 8481, c8ef, sigradi2015_8.186w12, ef65, ab3d, 09ec, bb95, 9e90, acadia14_75b, bbca, 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dfa1, c63b, daa1, bd28, 21e5, a83f, deba, 087b, ddf2, c57b, 5d5e, ee9c, ecaade2014_111a25, 2862, 47ff, c5e9, ecaade2015_11d1, cdbc, a4e2, ebba, caadria2017_047y14, 2cde, 911c, 6366, caadria2017_101i27, f41e, acadia14projects_301j, 870d, sigradi2013_244s, 5ce2, 481f, acadia15_274l11, 2b7b, 9f80, 300b, 5f07, 114f, 4540, 0bb3, f0ee, 59b8, 1b07, 0d4c, 4e9c, a989, b411, 7318, c6ce, 7290, b4a0, d516, b215, 613e, 345f, ijac201513105b5, sigradi2015_11.142g25, d471, baed, 3737, 2272, 2179, 7be2, e829, a798, 2876, b5c5, d74e, 34b5, 2b6c, acadia14_301b, fa05, 7975, f65c, 24e2, fed2, 5f53, ad44, 0db1, acadia14projects_267j, 4c99, ecaade2014_224u57, 9916, ecaade2016_102b28, 0925, 03a0, 7e5d, ecaade2015_233f53, d42b, acadia14_347al, efea, 2293, d04a, 1369, sigradi2015_8.186f12, e18d, 5241, sigradi2013_91m, 90cf, ecaade2014_145o33, 4bb7, 981d, be89, caadria2016_291f13, 9267, 5468, d515, b129, ecaade2016_073d21, acadia14projects_63av, ijac201513101p1, 6455, 53f0, abcc, acadia14projects_609as, d4b2, 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ecaade2015_86f17, ac04, e43a, 0ff9, 344a, 28fa, caadria2016_187a9, 33a9, 55ae, 2f52, 85fe, b222, 4ed9, bb09, 7776, sigradi2015_2.162r1, e9c5, ecaade2015_217z47, caadria2016_871n37, 3716, 2cb1, 10dd, caadria2017_107v28, ecaade2016_217g56, ecaade2015_229b51, 76e4, 873d, 35f2, b169, dd09, 402b, 19f5, 8f5b, 6a12, c00e, 8c1a, 5fb3, 66a9, b96e, 7275, 0a20, 4355, 7df0, acadia16_88y6, 4f8b, 8877, dadc, 408d, 43f1, 549f, 6a8b, ced1, ascaad2016_021d8, 6e6f, b1ef, 3825, bb4b, 36ad, f73e, 8f36, 282c, 52f4, 0728, fcd4, 44cf, a0d6, 9ce5, 7bae, 42aa, a45b, 2da2, aaf1, 9ff0, 9521, sigradi2013_194p, 29f9, 5d7f, c3d9, 093a, acadia14projects_115ag, ascaad2014_001e1, a474, sigradi2016_443uu, 3d37, 6182, 60c2, acadia16_308e19, aa8d, ecaade2014_157l38, 6e4a, bb46, ijac201614105o5, 70f4, caadria2016_157u6, 14af, ff5e, acadia14_63ar, 0811, 30fb, acadia14_463f, c913, acadia14_43ak, ecaade2016_058x14, ec56, 4f50, sigradi2014_345w8, acadia14_647at, 1ed1, 429d, 42c8, fe48, 149b, 39d1, ecaade2016_126t34, acadia14_619al, ijac201513303m11, 250d, 114d, d861, 8fe0, ecce, a531, 0d60, d2d3, fe85, 76db, ffb9, 395a, 860c, bdea, sigradi2014_232v8, sigradi2013_158c, 571b, sigradi2014_181t5, 722f, 0efd, d17e, bfe9, aecb, 97c7, 2a6b, 7187, 0664, 3ff9, 2544, 1ce5, 74be, ecaade2016_224u59, 60b5, ecaade2013r_004u3, cb8e, 130c, 35d4, 196c, 7565, 9ee3, 1979, 51c5, 3d24, ijac201513205b8, b657, 7a9b, 24c7, b71a, d7f6, acadia14projects_435au, ecaade2015_92z18, 7546, ca3a, 6cd8, 62fe, d0a0, sigradi2016_636n, b9a2, 0561, 0e86, 6471, cf55, c009, 5ad8, acadia14_619v, 9b65, 578e, fda5, 9d87, 7694, d5ce, be39, 05b1, e157, 3bdb, bd4a, b329, 5b17, 0c62, 493c, 0d7d, 6fc2, ebf5, ijac201412204p2, 2291, 6396, 7c0d, 7296, acadia14projects_357as, c2f3, e38f, e9b5, 6a7a, 8818, eba7, 0ac4, 8d6d, 1585, 33ef, fa31, caadria2016_003l1, 02ff, ascaad2016_038g15, 7efa, 9289, 1db8, 8cc8, 1200, 65cd, cd36, 4950, 9a32, caadria2015_208i31, 2a1d, ab58, c505, 9649, 1b82, ecaade2014_109u24, 15be, f2f8, caadria2017_118r30, acadia16_308p18, bcdf, de6d, e3da, d91b, 1500, 54ad, af5b, cedb, 35b4, ecaade2014_127k28, edad, caadria2015_178y26, 48b5, 5158, acadia14projects_549s, sigradi2013_414d, f0c7, caadria2016_405t17, caadria2015_188t27, sigradi2014_178m5, 5fab, dd7f, 0a40, ecaade2016_102l28, 046a, d417, a12a, ecaade2016_095g26, 7344, ad0f, 968c, 6943, sigradi2014_041h3, 4de0, c39f, 35c7, 52af, 4529, 6868, c327, caadria2016_003a1, 4dfd, ec86, ca80, 0e1e, ascaad2014_014h7, acadia14projects_75aw, acadia14projects_389e, a8dd, 63a0, 593b, b727, efb0, ecaade2015_250d57, ac82, c934, 6888, caadria2016_487n20, ba2a, acadia14projects_619an, sigradi2014_141r2, ab85, eaaa, b274, a868, 2278, f9d4, 1051, 81a7, 10af, c140, caadria2015_078i11, 1222, 8035, sigradi2013_189g, acadia14_189av, 81fa, 341b, b80c, cb89, b67a, 66df, sigradi2016_483ll, 3894, 13c1, 1e66, 503c, 9d67, 5bf7, 2802, 98f7, f985, 6ff7, 4bcf, sigradi2013_112a, ba93, acadia15_323b13, 377e, 02e7, e10f, 1153, 55b8, ascaad2016_024i10, fd81, 329a, efad, 7135, 53d2, 5360, 321e, 90b7, 7feb, ascaad2016_043i17, e830, 8692, sigradi2015_9.152u16, sigradi2016_712nn, ascaad2016_014h6, e77d, fbdf, ecaade2015_199x42, df16, 2917, c187, f73a, 60cc, 9655, ecaade2015_25g5, 39b0, 6ea2, 404a, 1753, acadia16_196g13, 2cc4, 2cda, d55e, ecaade2015_297d65, d15e, 8efd, 418b, 0a63, a493, c2f2, 5154, ecaade2014_157v38, 5615, 3b28, e095, 7330, 963f, 6466, 2e45, b443, 300f, 286e, 6b23, 9cbd, a9bd, b690, a6b2, 6606, acadia14projects_357aw, ecaade2014_138g30, 9489, acadia14projects_291f, ascaad2016_059m23, 0f41, aef7, 9555, 1e23, 1f40, 51a0, 7a27, 55d1, 78d3, ijac201513302h10, cd95, 05a2, 5e86, a72c, e0ee, f64a, 276e, 20c9, 3cc5, 305b, fc93, eea5, 1a69, ecaade2015_317w68, eae3, 8cbf, 3faa, ecaade2015_261j58, sigradi2013_215a, 7956, acadia14projects_671u, ecaade2015_109x20, ecaade2014_055v13, caadria2015_023b4, 2b9a, c62a, ee35, 4759, 7627, c0bf, 64f9, 662a, 037c, f8f6, 7f98, e35d, e0b6, ijac201513202g6, 2473, f8ec, 959b, 1b67, 6c9c, c929, 0b7c, acadia14_145ac, 9e74, a68b, c3f2, 18fa, 45fd, 76f1, 1caf, 306f, ecaade2015_79f15, caadria2015_090b15, ijac201412205n4, 3301, a743, 56fa, 9e5b, 70bd, 97b6, 7145, ecaade2015_138s27, 3a35, 7afa, bd3c, 608b, d454, 04c4, d99b, d3af, 28a2, ecaade2015_118w23, 9384, 2d33, 5e2b, 7ce3, fd6e, ea1b, d540, a079, b0d7, a7c6, a7eb, 8507, 0ab1, 3516, 03d0, acadia14projects_339ai, e20c, 988d, 94e9, 711d, 437a, 2834, 9306, 3682, 542c, 0ec7, 8b5e, 5e39, 8327, 8394, e240, cc11, 3318, 42e1, sigradi2014_214e8, 517e, e426, 721a, 8322, 4a28, ea15, a3b2, a8e6, sigradi2016_647ss, ecaade2015_314n68, eff0, 3ae8, ecaade2014_218z55, ecaade2015_241n55, fe00, sigradi2013_387c, ecaade2015_180x38, caadria2016_167p7, 6856, aa33, cda7, 261a, acadia14_365aj, 36ef, 6d08, 525d, 9a14, b2c6, ijac201614208d14, f46a, 7fc9, a1e5, 2262, 1b85, sigradi2016_592bb, sigradi2016_602xx, caadria2017_079x23, 5192, 2567, b723, bb11, 534b, ecaade2015_196r42, bce5, 1208, 7624, 1671, ecaade2016_026s7, caadria2015_061c7, b664, ascaad2016_037e14, ecaade2015_202g44, ijac201412305b2, ad3d, sigradi2016_801u, c05f, c7c1, caadria2016_157t6, 3c57, sigradi2016_490y, c6aa, 703c, acadia14_661m, acadia16_260n16, 9833, 5bd0, 2d36, c154, 0537, 70d5, c0c9, 5dc8, sigradi2015_6.366c9, 1d61, 2bfc, 5239, 0d3a, f3c8, 1e06, 8d28, de1a, 7923, 907b, 39f0, caadria2016_601k25, acadia14_91s, ae55, ab36, 97ec, ecaade2016_188n50, 73ba, ecaade2015_143h30, 6adf, a9e1, d7fa, ed5e, 9037, 6fda, ecaade2014_111h25, ae2b, c4f5, ecaade2015_109v20, 8d1e, 15ad, 17d5, 3e8c, f3f7, efc4, 79fd, caadria2017_016d6, 19cb, 93d9, 786d, 5f5d, dcdf, 729a, 710d, 4a08, dfff, ecaade2015_205z44, 6beb, caadria2017_003e2, 612f, acadia14_671l, ecaade2014_214m54, 0031, df89, c937, 513d, 6580, b8ea, ascaad2014_014d8, 71c1, 2815, 42cb, ecaade2014_086o20, a816, b42e, dc41, 16b4, 4c73, 4efa, 3aed, e554, e0ca, eec0, 542d, ecaade2014_133s29, f784, a1a2, 7109, e5a7, abfd, sigradi2016_817h, be0d, c6b5, dd45, ecaade2014_186j47, 58cb, 8c23, 1999, a216, 5763, e7c0, 7ba1, 8c60, e885, 7b92, sigradi2014_155w3, caadria2017_030y10, 0847, 8c86, eb4d, a38a, ecaade2014_072f17, 0b4a, 5f0c, ea8e, ff99, c177, f6f5, fde8, 482a, a24c, a9ac, 4ade, 7f6d, 674c, 6729, a5eb, 62ff, c5c6, acadia15_483m21, e9db, 60a5, bd15, 6149, c52c, 33dd, 39ca, 807f, sigradi2015_10.138d19, af6b, 0ee2, caadria2016_177t7, ascaad2014_028v7, 69eb, 2cee, 7247, caadria2016_045b3, 58a8, dc96, be9d, dcac, 668f, 92f7, 4ff8, b7e5, acadia14_23ac, c25b, 2f7d, 6295, sigradi2015_6.341b9, c85f, 856d, 1b3c, 327a, c620, 6b10, 8d17, 22f8, ascaad2016_045c19, f13c, adb3, b4e5, 8638, bf88, ad5e, 003e, 193f, 53f1, 94cf, f17f, bf41, 8813, 5fc1, 9b6c, acadia16_244t15, 5577, eace, ecaade2016_164r46, ecaade2014_112d26, b425, e63a, 679f, 43f4, 91bf, ecaade2015_83m16, 19b4, d789, caadria2016_045d3, aaa6, 7709, 029e, 06c3, cad2, e1d0, 14ab, ecaade2016_055i14, sigradi2016_807jj, 0d6d, 38b5, f421, 4b75, 743c, b12a, 2806, 0266, 36e4, ead7, f6d2, acadia16_432r25, edb1, 13c3, 8016, 0254, ecaade2014_197g51, 1db9, ee48, ecaade2016_094v25, a706, d3e0, 7f99, 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caadria2015_122p19, caadria2015_124h20, ecaade2014_198v51, 1bb9, 0842, 2bd3, 93aa, 6728, d802, 3b1b, c896, 98dc, d177, a195, ecaade2014_168y41, 7ef3, 9f1b, 411e, 9b0a, 8dc7, 6f2b, 3492, c564, edc1, 6e30, 0c96, 73a4, b951, 6a1f, ecaade2013r_004e4, 11f2, ecaade2015_317y68, 717b, 2307, caadria2016_861z36, 2ed6, c562, f136, ec78, acadia15_395a17, 5a36, b8f0, dd66, f518, e920, 3c8c, c935, 3713, 2ae1, 9ecb, ijac201412205a4, 0a4b, 94b4, b1aa, c06c, b1da, e605, 214c, ecaade2016_025b7, 1cab, 0e6d, 26a1, a02e, 0b80, 458d, f1d8, fc5b, dcc9, 1ed6, f088, 7c55, 99bc, acadia16_224u14, 460d, ce9d, sigradi2016_450pp, ecaade2015_61h12, 8b24, f2a4, 5504, 905c, 3e54, bde5, fb10, 57d8, sigradi2014_074b6, a0cf, f1f2, caadria2017_081x24, 676b, 0bcc, ascaad2014_014t7, 940c, 9a45, 9cb6, caadria2015_084y12, 9081, 5d02, ijac201614306v3, 661c, f9de, 7a3b, bb25, 155f, ecaade2016_188j50, bf66, 0e0e, 8a3a, 5073, caadria2016_569d24, c69e, aa7f, e70a, ecaade2015_138x27, a0a5, ijac201513203g7, 72d7, 3f57, b69b, 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