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 Coyne, R.D., Newton, S. and Sudweeks, F.
year 1989
title Modeling the Emergence of Schemas in Design Reasoning
source Design Computing Unit, Department of Architectural and Design Science, University of Sydney, 1989. pp. 173-205. CADLINE has abstract only
summary The authors explore how neural networks can be used to model important aspects of design reasoning: the way design involves memory; and a 'holistic' kind of reasoning by which designs appear to emerge from that memory. A simple neural network is constructed to demonstrate how information about schemas (in this case, room types) is stored implicitly after exposure to a number of examples of specific rooms. We then demonstrate how new room types emerge from this information. The paper includes a discussion of design, a discussion of schemas from a psycholinguistic perspective, a technical explanation of neural networks and the demonstration of an implemented examples
keywords neural networks, modeling, design, reasoning, learning, knowledge acquisition, experimentation
series CADline
email Richard.Coyne@ed.ac.uk
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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4b35, e6ce, c287, caadria2017_005f3, ecaade2016_169l48, 3d30, ecaade2015_61z11, 9461, 833f, 47c5, 87f6, d6d5, 9770, dc74, 8f0c, f70d, 2ade, ecaade2014_215e55, 172c, 4e66, 7131, 0ec9, 5d9e, caadria2017_145x37, 939e, 40f6, ecaade2014_104n23, 3f2a, acadia14projects_167aa, b0c9, acadia14projects_473ar, 06f0, 41af, caadria2015_126m20, 16bd, a7af, f037, 7f9b, ijac201614202n7, e652, 6b41, acadia14projects_453j, 9ba3, b508, ecaade2015_195s41, 2aac, cd45, cf7e, 2068, a66e, 9d6e, 2816, 631a, 4345, 8f20, ecaade2016_152z41, 3f57, ijac201412408w2, 1c91, ecaade2014_180r45, 0798, 6bdb, 4c92, caadria2016_621s26, 7b9d, ecaade2016_062e15, dcf0, caadria2017_054c18, 61ab, 91c7, f3d8, 74fe, 4d5d, 3d61, 1bc0, c6aa, 82de, dab8, b499, 46ed, 7fa9, 3d53, 36bd, 154d, ecaade2014_195m50, 5a02, 9d44, 35f4, 1fa6, ecaade2014_120g27, b502, da8a, cdb2, 77bb, 2018, e07a, ecaade2014_163i40, 832a, ijac201513305n12, 8b05, b1ea, 1cd3, a175, ece6, ddf7, ecaade2015_280e61, c90b, c4cb, 1d3e, db02, ijac201614407a5, 2f9f, 211a, ijac201513102c2, af8b, d8a6, 8e3d, 6b92, 701d, 2c9d, acadia14_23aw, 1f30, 3c16, a24e, 5734, 9032, 9015, acadia14projects_177t, 7448, 54eb, caadria2017_040n12, 4ed1, 20a5, ascaad2016_002m1, fc7b, ecaade2014_225i58, 6357, 7f63, 3a54, sigradi2016_621dd, 6715, 7df6, c870, afbc, ecaade2016_171b49, 6760, 3c83, f76c, a4ad, acadia16_140h10, 7d38, 1cae, 6eb7, 461f, ce90, acadia16_116x8, 817c, 8208, 5fc1, 59c6, ee40, 235a, f2dc, f0d3, 8d2e, 1fea, ecaade2014_145f33, 50f1, 2875, sigradi2013_401s, 94dd, 5736, e270, 49c1, 59e1, ecaade2016_225o60, 6e31, 29d3, bb02, 9660, a463, 1c85, 608d, 7606, c23d, ecaade2015_194y40, 0cfd, 0658, 6c7f, 1ba2, 0ee8, 783f, sigradi2016_421qq, 49ed, acadia16_382f24, fde3, 3c6f, 4773, 7a65, bb57, 59f1, d0e5, 22d9, dca3, 0ec2, b0ad, c5fd, c013, 2806, db3e, 526d, 3374, 3baa, 2032, e40b, 598c, sigradi2013_117i, 2715, 99ae, 4a99, a161, be94, b600, 8e3a, caadria2017_134a36, bdaa, ecaade2016_067k16, a06b, sigradi2014_141s2, 9f59, 5438, 67bd, 35e9, a1f8, 2356, d082, 15e0, ff71, ef3a, 2881, f6bf, caadria2017_028d10, caadria2017_001f1, f07b, caadria2016_187c9, ae27, 555f, caadria2016_209w9, 2f7c, f319, 728d, 3e0f, sigradi2016_517n, dbcf, 9f77, acadia15_407z17, 3b41, 36e4, 69f9, 8fd5, 1814, 4df7, ecaade2014_127l28, 7c2c, 7780, 35a8, 7749, 4fba, 8898, 492a, 434e, b748, ee5c, 7676, 66cb, e2d5, c967, 237c, a2a9, 3422, b4c4, 731a, 90ab, 3a15, d2a2, caadria2015_060z6, 2c61, 8bd0, 91ad, sigradi2013_243c, 9a9d, 412d, 4564, 84b9, ff7f, abab, 38db, sigradi2013_386s, ecaade2015_318x69, e717, ac67, f116, 8e93, sigradi2016_815hh, db8c, 0543, ascaad2014_014b8, fa1f, 6474, acadia16_342b20, 09e0, ecaade2014_088i21, df3d, 5fb4, caadria2016_579l24, sigradi2013_326f, 74c0, ascaad2016_059r23, 168d, 0fda, 9839, 9bfb, 9096, 6bf5, caadria2017_003e2, ecaade2015_155u32, 97dd, dbb6, b08d, 1023, 2a1d, f2d1, c1b4, ef7c, 5d80, 1599, 18b8, 1129, caadria2015_054l6, ecaade2014_108h24, sigradi2016_673hh, d4d4, e9e1, 4c5c, e8e5, sigradi2013_421k, 51bd, 4db0, 8aeb, 92bd, ecaade2016_147t40, caadria2016_601l25, a34a, caadria2017_145e38, 3474, sigradi2015_10.144u19, sigradi2013_52j, 3d47, 8c7c, 35f1, caadria2015_096m15, sigradi2014_155z3, 2a22, 0e7c, ascaad2016_010x4, 255d, deb2, a187, sigradi2014_279w2, caadria2016_415v17, ecaade2016_132t37, 0b7f, dd0c, ff74, d35b, 91fb, ff2f, 05b3, 52c5, f1b3, d29f, 0489, 3d75, ecaade2016_021s5, 4669, 8d07, 57c9, ecbc, 3070, 4b00, 20a4, af3a, e6b3, acadia15_483c21, 9315, 98c6, 04ac, dd9a, 528f, d350, 7688, 6dc5, acadia14projects_539a, sigradi2015_10.140n19, 6c4c, cdf1, sigradi2016_399e, 94d5, ecaade2015_304f67, 0686, 0ff3, caadria2016_013o1, a7b2, 69ec, b578, c0e5, 4bbf, 2954, 4dc8, 6a08, acadia14_281ad, d606, 38e6, ecaade2016_084h24, 58d3, 68e9, ascaad2014_033w9, 3988, 9390, b226, 1095, caadria2017_016g6, fdb4, 4cf5, 5289, 8bcf, beb5, ijac201513302e10, 7ee3, b74e, da73, 8bae, 16e1, df4c, 2702, 8070, 40cc, da82, 6fc6, 6243, a541, 65f0, bc04, ascaad2016_045v18, 50a0, ijac201513101m1, ijac201513102u1, b552, 8f32, 1e06, 4b5a, d03e, ascaad2014_010n5, 3264, ac04, ecaade2014_072m17, caadria2016_321l14, 39ad, 4a24, 5f1d, caadria2015_087m14, 227b, ecaade2014_168h41, b3e2, 2a24, ca13, 9383, fc10, 0ae5, b02d, 3f36, 25e0, fae9, 8ad4, 7302, 29fc, 314b, 4101, 0015, e060, c523, 2eef, sigradi2013_135j, f2d2, 55c2, ijac201513105i4, 659a, b6b0, ecaade2014_024a7, 0d1e, 0e23, caadria2016_167r7, ecaade2016_013p3, 96f2, 0134, 576f, c895, 3026, acadia14_347ak, f428, 29e4, 6022, 0e24, 7f77, 30e0, ecaade2016_171f49, 2dcb, 7b1a, acadia16_470r27, 0ab5, 92ee, 27a9, 6e3a, 51e3, 10f2, c9fb, 9576, 6c3b, 89c6, 89c0, 4c95, aed2, ee69, dd8c, acadia14projects_479g, 53e3, cd93, b4ba, sigradi2013_386j, b55e, a5c1, cdf0, 7d9f, 0d67, 2191, 57c4, caadria2017_107t28, bfde, ecaade2016_216c55, 188d, d986, caadria2016_291n12, 530a, 9e67, 86d4, aa4c, 9bb7, 177f, fb50, 2f74, caadria2017_030u10, ijac201513102k2, cc2b, d3ca, 640e, dda7, 39cd, 2b45, acadia14_375n, 69d4, b2dd, f37e, eb62, 2095, acadia14_75a, c627, 3b56, 84a3, 081b, caadria2017_052w17, c19f, b6c6, 4d1a, d5cb, 94d7, 7950, acadia15_57r1, 9fa1, sigradi2013_327p, 5250, cbe4, caadria2017_094r25, acadia15_483y21, 65e1, ecaade2015_119f24, e9d0, 5f37, 511d, 30d4, a48c, c261, d7eb, 7ccf, bba6, ijac201412204i3, 4ef7, a6a2, 9ad1, 0e2f, 465e, b3ec, a7d6, ascaad2016_057v22, ecaade2015_155o32, 5316, 61c9, f105, b84b, ecaade2015_138v26, c257, acadia14_435au, 62e7, ecaade2015_206g45, 6c6f, fcbb, d8a7, d795, 840a, acadia14projects_43af, c6ae, ascaad2016_009n4, ijac201614302h1, acadia15_311m12, a296, 0a76, 118f, a40b, 2c86, caadria2015_178v26, sigradi2013_112f, 01c9, ecaade2016_042p11, ecaade2016_ws-afuturen67, ecaade2016_242m64, e1ca, b881, ascaad2014_005t3, 99ff, 0bfc, 1f3e, 584d, 8c4e, 7c83, d007, 2bd0, caadria2015_233h35, 22a8, ecaade2014_180g45, 7e38, acea, f252, 5d9f, 7cea, caadria2016_487k20, sigradi2015_12.215m27, e974, 78c2, 52f1, 9d4f, 4882, sigradi2014_347o10, 1edf, acadia15_110r3, b27b, 27e6, a791, 5a30, e877, 75d7, 6bb4, 8ad5, fa9c, acadia14projects_281r, 46f8, da3b, 70da, 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acadia16_88u6, 43c4, ecaade2016_108v29, b9da, 500a, c78a, 42bc, 41e5, ijac201614208k13, caadria2015_172d26, caadria2017_001e1, f090, sigradi2014_213z7, 632c, ecaade2014_089y21, 32a3, 0d89, 2942, 82da, 8eb3, eb92, 68b4, 1a9b, 5d08, 6d27, b110, ee27, ecaade2015_193x39, 1e87, 9669, ijac201614308z5, 9e2d, ecaade2015_269j59, eb53, 4a5e, a00c, d506, acadia14projects_63ap, ijac201513206b9, 5a71, 5f7f, e6da, 3ecb, a499, efc9, acadia14projects_479as, 306d, 63eb, ca9e, ascaad2014_029t8, babf, d3ab, ee9b, 09dc, ecaade2016_224p59, 42e8, c5c2, ecaade2015_193c40, 66c6, ce2d, 2787, ac2f, sigradi2013_267, 1576, 65ce, f750, ecaade2015_185r39, 7d58, sigradi2013_54r, b856, 846c, 44f0, 919e, ba2e, ecaade2014_194z49, 6e47, 23a9, c037, 13d3, ecaade2016_199b53, e6bf, 2a88, acadia15_407l17, b4d8, 367b, d655, 2e0d, 9524, d3d0, 74aa, 3dcd, 1637, acadia14_699r, 5561, 561a, be13, d6b0, b18d, 77eb, e1b1, caadria2017_185r44, 7273, e702, d17c, 6619, 7465, 02e8, 4973, caadria2015_069r8, 7d83, fc40, 1bde, 4872, 0136, 3806, 8a16, 6cfc, d85f, caadria2017_155n39, 1e3b, e92e, 4a57, caadria2015_014l2, ecaade2013r_008h5, a0a4, 248f, 722e, 6c47, 2667, ecaade2016_132z37, acadia15_137d5, 5f11, a616, 2834, 3736, 151d, 3497, e611, ascaad2016_005w2, c758, fa3e, 26ba, ecaade2016_bkom65, f4d1, 1f7d, ecaade2016_223l58, sigradi2016_490v, cd5c, 3511, ecaade2014_053r13, ecaade2015_285z62, fdca, 5081, 36e7, 619c, 7967, c189, b3e1, 6dea, acd2, e8c8, 7e06, 741b, 13aa, 15bc, ascaad2016_039v15, 37f5, 46a8, 5b51, 299a, 5bd0, 158b, e693, 27b8, 082c, 062c, f74d, 498f, b9e9, caadria2015_109c17, ecaade2014_226g59, 302a, cb30, 78ed, dea3, d96f, 21cb, caadria2017_009k4, fd05, f6ba, 8b65, ascaad2016_035r13, ecaade2013r_003m3, ijac201412406k9, eb3e, 55e3, ecaade2016_095w25, 47b0, bf33, e4dc, caadria2015_237k35, acadia16_140v10, 36b6, 490e, 7957, sigradi2014_030a2, 1f12, ecea, sigradi2015_10.309m22, ecaade2014_159j39, 97ae, 636c, 49a3, f426, 998d, caadria2016_487l20, ed1f, 7a20, b212, ae54, d490, acadia14projects_75e, ascaad2016_045g19, ijac201412303t8, 90ac, 2566, 655a, 0ed9, ascaad2014_032l9, 8a75, abeb, ffc8, 7092, 3ff6, caadria2017_056t18, 8d79, ecaade2014_180x44, ffdb, 7db8, caadria2016_487o20, acadia16_140i10, 5052, ce98, d2f8, 4d3b, 55b4, e6f0, 3941, 0305, 37dc, d75b, 2c24, 3d6c, cddc, 5298, 8b85, 4b2d, sigradi2013_195, sigradi2016_465l, 2cb9, 33e3, 14c8, ijac201412302b7, b540, 323a, e817, acadia14_463av, 1a2f, ceeb, c714, c283, a8bb, 1b33, 10b4, 9e66, df16, 8884, 3575, 91a1, 548a, ecaade2014_153r36, 041c, ascaad2016_009p4, ecaade2014_113d27, 39a0, caadria2017_042r13, 9d99, ijac201614405d3, 5170, 7f35, d75a, c262, acadia14projects_199ak, c2cc, bc0b, ijac201614309e6, 4e4f, acadia16_478a28, 6dc6, 796d, 4235, f944, 00a8, caadria2015_208c31, ecaade2015_280c61, 1891, 0599, 7eb5, c35a, 4248, c4ba, cf8e, ascaad2016_043n17, 136b, e3ae, ijac201614305i3, 01ed, ecaade2016_045j12, c705, 512f, abfd, 51b9, acadia14projects_43ap, ecaade2015_320m70, 8c70, b976, f5f2, b237, ijac201513301x9, acadia14_375ax, ijac201614204b10, b602, b932, c102, f1bd, c9de, b809, b0d8, 761e, e51f, caadria2015_054k6, acadia14_111o, f410, caadria2017_190n45, dd13, f954, 3724, ecaade2015_127a25, 7329, fe5d, 6612, ecaade2016_198i52, f794, e2cc, 2f4c, 0cab, 5287, 5755, 2101, acadia14projects_199aj, 9ab3, 1026, 6a7a, 3273, 92c5, 5d07, 27e2, ecaade2016_165x46, b6d4, 1206, ecaade2014_133l29, ijac201614204l9, caadria2017_145f38, f927, b423, 993c, 0252, a849, ac68, 9df3, ijac201614105t4, 24d6, 15a3, 55ba, 6bd1, sigradi2014_018k1, 6cdb, caadria2015_188r27, 6b6b, 8ac9, ecaade2016_067t16, 2e8a, acadia15_323r12, a4b0, 9e9d, eacc, 8bd1, ecfb, dcb4, acadia15_284r11, b049, 695a, e51d, 5446, 4282, sigradi2014_048b5, 5e08, de3d, 001f, ed17, d6de, 5101, f9f2, fa3f, 223e, d91c, ba73, 58c5, 1e64, 122c, 23ba, 7e49, caadria2017_028a10, a478, 900e, 7286, fe9d, ecaade2013r_003p2, ce1f, sigradi2013_386i, 05ab, c59c, e329, ecaade2016_025g7, c782, b077, cff6, 641b, 712b, sigradi2013_173o, ecaade2015_81n15, 3be6, 8299, b5a0, c95c, e129, 02b9, ecaade2016_080w23, a4b7, 36c6, 60a7, 30c1, 4755, acadia14projects_189az, 205a, 56c3, d133, 3cb6, 6df7, sigradi2016_360bb, dc83, 5144, 4533, 629a, ef45, 90a6, a16c, acadia14projects_699i, 94d0, ed04, 4b79, acadia14_409n, c18e, fca0, ecaade2015_285d62, 0d4e, 702c, cdbf, e1cd, f26f, 7f36, 1df2, 09de, 1704, 69b2, 2389, a286, 63df, bc6c, 6648, 88e1, d88a, 82d0, 9b9a, sigradi2013_330b, d18e, 08c8, ascaad2016_022e9, cd20, c2be, f3e1, e8b9, acadia15_323c13, 3a94, b34b, ecaade2016_065z15, acadia14projects_719e, dcd9, 5e61, 5407, 642a, feb1, ecaade2016_224w59, ijac201513102v1, e100, 86f7, ecaade2016_055i14, 5c29, sigradi2014_299d5, sigradi2016_805hh, caadria2016_735s31, ab2a, f359, 0755, 7793, 2b56, b1b3, ac49, 9fb4, a3af, 2961, sigradi2016_654qq, 46f2, 1844, a2ba, 6333, f418, e98a, 06a5, 82ba, d4d2, e76b, bbe8, e71e, a62a, 8635, 6944, 7dcd, df0c, 38c6, 719a, sigradi2015_7.203j10, c1a5, 5eb4, 4509, ecaade2015_61u12, 1c97, 85bc, 2899, 70ac, fc4b, 6574, 9705, 61c1, 5ab8, 3a6f, 43b6, 487a, d6a6, sigradi2015_8.81b12, acadia15_469j20, 0958, 04c3, aa7d, 2336, 5673, 3a12, 42fe, 9f70, f87b, 0326, cdc5, 762b, 87d6, f6cb, c51d, 0309, bb7d, 5470, caadria2015_049a6, 1909, ijac201614401a1, a466, bf15, 15c9, 81fc, 709e, 5d1d, 4fec, ddd9, a83f, 47b7, sigradi2016_737cc, 56cc, 9c04, caadria2016_651d28, 33ac, 6105, ff94, 83a7, f9d8, 9add, 91e9, 5a6f, 99a1, 5607, 14bd, 4da4, b8b0, 60ae, 4f1c, cd6e, 8487, 621b, 928d, f97e, b47a, acadia14_199ag, acadia14projects_619ai, 2aa7, a5db, 3a9c, 656d, 86e4, 404d, sigradi2014_045c4, 85e6, 3f94, 3b62, e17c, e956, 74f9, faf5, 1d97, 1bf6, 6008, 4e05, e127, 51c5, de9f, f41f, 0ecb, c513, fe24, ecaade2015_53z9, ijac201614102f2, 1378, 2fcc, e42e, feb6, ijac201614202u7, 62cf, 9f11, ecaade2013r_010r6, 9223, e574, caadria2016_487v20, fe84, 8457, ecaade2014_049z11, 8816, 967d, a3db, 956b, caadria2017_185p44, caadria2015_190k28, 51c8, 27af, b737, 4c3d, f931, 7eeb, 5800, 790c, 469e, e5a3, ijac201513302o10, 3127, 8f2e, 0116, ascaad2016_046o19, 0ffa, 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033e, 2ab4, ecaade2016_046t12, bf17, 6ca4, caadria2017_081x24, 2476, 14b2, 1e8d, f159, ascaad2016_004l2, c8f6, acadia14projects_177v, acadia14projects_719j, acadia15_451p19, acadia14projects_347av, b6cc, 3667, 325e, f2fe, 5d33, d19b, f46a, caadria2017_027l9, e189, 0c5d, a229, 6f4c, 4ef9, a436, 99a5, 2a31, 30b4, 3d6e, sigradi2013_414v, 508a, ecaade2016_108t29, 07a5, a418, 519a, ede5, 0d9c, ec5c, f913, ecaade2015_284j61, ecaade2016_075a22, 8d58, ee2e, f86f, 1b79, 23ae, 2741, 7bbe, d247, 86c4, acadia14projects_375k, dc6c, acadia14projects_609ah, 96c3, aa99, a9a0, ecaade2014_140o31, 5e7b, acadia14projects_565ag, 1235, sigradi2013_275d, 4ee0, 5f6f, acadia14_375ay, 1949, c9a4, ef39, ascaad2014_005s2, sigradi2015_10.309s21, 42d7, dc4f, a2c8, c106, caadria2016_601h25, ef33, d53f, 4fb0, 83c2, 6c58, a715, ecaade2014_218l55, 54b4, ecaade2014_086l20, f15c, 96cb, d707, ceba, 339a, caadria2017_189j45, acadia15_343o14, d1cc, ecaade2015_196b42, 6c51, sigradi2015_10.138x18, 8078, 61dc, d087, e3ac, ascaad2014_013w6, c851, dba6, 9b25, 468c, ijac201614402x1, 9c93, 9c2f, 7533, b64e, acadia14projects_167z, 2bde, acadia14_23u, 034c, 7f99, caadria2015_185k27, c9c9, caadria2015_176m26, ecaade2015_284u61, 1fbd, 4022, sigradi2016_659m, 23bd, dcfc, b292, e9d8, 4da0, 564d, 3653, 6de0, 55c4, caadria2017_015l5, 821f, c908, ecaade2014_096y22, 8a29, 1628, 598e, 4e60, 0897, 2051, 4ba4, 64c9, ecaade2016_167c48, 77e3, a252, 7c9b, 57fd, 39eb, ecaade2015_118b24, 208b, 9350, b880, f21f, 4aa6, 243e, c4c1, d70b, caadria2017_057z19, ecaade2015_301u65, e37a, ecaade2016_154y42, 1ebb, 7b88, 4bc5, 5709, 51ee, f728, fcfe, e2b5, 7516, f5ec, be15, ab61, db6c, caadria2016_693w29, 1464, 49f3, 21db, 66a6, bd86, 8444, d4de, ecaade2013r_002g2, cc30, 770d, d236, e10c, 295e, sigradi2016_448v, ecaade2014_239l61, sigradi2016_625gg, 8ef5, a010, 2c32, 56df, f1bc, ijac201513101r1, f30f, ecaade2015_336f73, 8e96, 4591, d351, 03c0, ecaade2016_198l52, 708e, 8667, ffa7, 9226, be48, acadia14_539c, 0484, 884c, 2c6f, decb, 43a7, caadria2015_081i12, 8206, 88b5, e863, 34ce, 65c2, 256c, 8581, ac9a, ijac201412301w6, d417, 3f33, 440e, 00e5, 4dee, 0407, acadia14_409o, afe1, ff85, 9e62, 9425, 04e5, 92b8, ecaade2015_229z51, 45ed, f959, ca81, cc9d, ccb4, 180a, c165, 41dc, 7201, 5c32, caadria2017_165m41, acadia16_344d21, acadia16_298l18, bb29, ecaade2016_tkog67, 0c17, 9e56, e169, a4d8, b1d0, 63a1, ecaade2014_085f20, de11, 49ee, acadia16_10f1, ecaade2013r_003n2, 1dab, 2536, ed29, e9cb, 6140, 5b07, sigradi2014_329y6, d13e, 60c2, sigradi2016_781ww, acadia14_565h, aae0, ecaade2016_225c61, cd46, 8c5f, bd63, e9c0, a10f, dbc0, de59, acadia14projects_655ac, 9415, caadria2015_188y27, 140e, acadia14projects_671v, c1c8, 1979, ecaade2014_016d4, ecaade2015_180u38, 7a52, d19e, bd32, 6a5a, 690f, aa8e, 079a, 6b7f, 3fa2, 34a6, a333, 9ae6, 3055, 7f25, 000b, de67, 91a5, 9e53, 6cb2, acadia15_333d14, 4541, sigradi2015_10.7k18, 3c2a, a030, ea04, 2e58, sigradi2013_386m, a697, 277c, f1bb, 704b, 158e, ecaade2013r_018k9, 3505, 2645, fc1e, 9838, 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40e7, f1d1, 63f6, 0682, dd63, 7146, d0e9, fe8d, e5d3, 300e, eea4, d213, 9f99, 2120, 8c0d, 9fff, 69ee, caadria2016_229m10, 45a6, 6bf2, eebd, ecaade2015_59f11, 23d9, 209a, e825, 25e1, 9b66, acadia16_54s3, d41a, 0000, 90ec, 095b, 5ddf, ee34, ijac201614206z10, 6662, acadia14_317aa, e5bc, c7ab, acadia15_57e2, a3ca, de09, 56c1, f941, sigradi2016_515l, 549a, 56e2, 6639, ecaade2015_196l42, c294, 32f1, 257f, fd20, sigradi2016_492pp, sigradi2014_265s1, 4f1f, 379f, 8fb8, a68a, 29c6, f9a8, f45e, d26b, 8dde, 625f, 160e, b279, 99db, 83c5, ijac201614201b7, d79f, ecaade2015_303t66, 3a53, a011, 987f, ab29, ce33, 2b5f, 3b0e, sigradi2015_3.268b5, 7826, caadria2017_185a45, acadia14projects_463p, sigradi2013_41, 4b05, d251, c1e2, bc2e, 4056, b0db, 4c24, a816, acadia15_407p17, ecaade2014_011a2, d55c, acadia14_619ad, 01e2, 2d81, 37a1, 373a, 180f, ba93, 5faf, d940, caadria2017_021j8, 535e, 5feb, sigradi2015_8.264r14, ecaade2014_173z42, 45cb, 6dc8, ecaade2016_007l2, d7f5, 1654, ecaade2014_094l22, e89e, c144, 9038, 1afe, sigradi2015_8.186u12, sigradi2015_5.384o7, 75d0, ecaade2015_79h15, 445a, 7fad, sigradi2013_364t, caadria2016_809a34, 4cac, sigradi2014_345z8, 5078, 5a60, 58cd, sigradi2013_274u, 1ebf, 6179, 3533, 195f, acadia15_311g12, c342, aa36, a5e4, 58e1, fb3f, 1ddd, f0ef, 6366, 9a92, acadia15_185k7, 6028, 2e6b, ecaade2015_91c18, 26b5, 45c8, e984, b7dc, a58f, acadia14_453i, e5c4, 5031, ff59, dfaf, ec9b, 1df1, 32b4, ecaade2016_225v60, 6bbf, 5d9a, e355, 3c20, 3176, c16b, 695c, 3af5, 4eec, 760c, 8a2e, 68b6, 455e, 4426, fc5f, acadia14projects_33ao, acadia15_137c5, 4dc9, caadria2016_197j9, acadia16_352b22, faa5, 98e7, acadia14projects_517s, 9f88, caadria2017_008a4, 12f3, c5eb, 68b1, 0e43, db03, 33b5, f4d2, caadria2016_105y4, ecaade2015_235l53, sigradi2013_28t, 4e8f, f246, c6ef, 9466, 2f89, 024a, 5e22, 4115, 2cb0, eb3d, 7147, 71b4, caadria2015_086m13, 6e87, 1ab0, 9ca1, 6ddb, da57, ecaade2016_011r2, 7e45, 1013, 84ba, e30e, f513, 0970, ecaade2016_130n36, 1a40, ec94, f6a0, 9bf8, c401, caaa, 9bb2, caadria2017_005w2, a5c2, 0c15, c22d, 7b5d, ff09, 8e02, f22a, a7cd, bf92, 4ccd, 5968, 743b, 25a5, aae1, 49be, fd9e, b3ef, d855, 2230, acadia14projects_473at, ecaade2014_191s48, ecbe, 0242, ascaad2014_012j6, caadria2017_057y19, f773, 99a7, de19, f35b, 3aa1, 7319, acadia14projects_637ae, sigradi2015_10.309r21, deb9, 2620, 51fa, ecaade2014_239u61, b22e, 9702, f3ab, 4d4d, 6507, a63b, 7d60, 6fa9, f023, d710, e1f9, 2bcd, 603d, c093, caadria2016_373f16, bcf0, f693, acadia14projects_247l, 6804, 2008, 846f, 38ef, 4ad4, 3ba9, 5057, cde8, 8647, b1eb, sigradi2016_792e, a1c3, ecaade2015_287g63, 87fe, b3eb, b591, 48f9, 9cb4, f825, ijac201412201m1, 47bc, f8d3, 38d6, 3f84, 3f9d, f3c0, e76d, b520, e5d4, 8997, d16f, febd, sigradi2013_41c, sigradi2014_313e6, 0f25, f14a, ijac201614305n3, d4d3, 623d, c035, ecaade2014_168t41, 601f, cc55, 69fe, 00bc, a80f, 4440, cf51, acadia14_339aj, dc6f, 349c, 996c, bb30, 9371, b309, a663, 2069, caadria2017_163b41, 2e21, a6b6, ijac201412205g4, 9d13, 3fba, 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550c, dbe0, cc00, 9424, 7a0b, ijac201513101o1, 812f, 746a, f7ae, sigradi2014_172v4, bf11, 89ce, a477, dac1, ceb0, 0342, caadria2016_311d14, 74c2, afb0, acadia14_445al, acb1, d30d, acadia14_589i, aabb, sigradi2015_3.268l5, 2466, 5667, f5d7, ecaade2015_155z32, 852b, 947d, caadria2016_405o17, 7b82, 14b3, 53d2, 8399, ecaade2015_230k52, 2a15, sigradi2014_032i2, f745, 2246, 7dea, ecaade2014_080f19, acadia14_301b, e81f, 9730, f8d5, d308, 7d47, aecc, d8e4, ascaad2016_049z20, 41d6, 7b87, acadia16_344n21, sigradi2015_11.8m23, 510f, 6946, cd1b, acadia16_24v2, fa5c, 9897, 7ce3, c866, ecaade2015_177a38, 92f1, ecaade2014_149x34, 885a, caadria2016_651g28, ce83, acadia14projects_189aj, a313, ascaad2016_045f19, 2004, 8ccc, 7dfa, a0c4, caadria2015_170z25, f164, ae31, 3861, cb4a, a100, 0250, 5825, 5429, 6327, 1446, 0b4d, f566, e0b9, 4391, 4913, 6a54, 7eff, 7436, 8702, 286e, 8424, 68a1, 8d6f, 552a, 4898, 9856, 3991, ecaade2014_153n37, ecaade2015_161h34, d0a7, f209, caadria2015_237r35, 567f, 94f4, 5823, 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ascaad2014_004g2, 0ea2, 4054, 017f, dbf8, 6c78, e1bf, acadia14projects_699d, 6087, caadria2016_497w20, 947a, ecaade2013r_009m6, b153, c09f, 3a6e, 3312, 7d6f, caadria2015_226p34, b709, ascaad2016_039z15, 0d2c, acadia14_699b, caadria2017_047x14, 205d, e6bc, f082, 9178, 19e1, ecaade2015_79l15, 9708, 5876, c3dd, 5197, fb0f, fd09, fffa, c670, f412, ecaade2014_180n45, 3884, b106, 627d, a092, 5418, 9931, ab7f, 75f3, 8ace, 3e86, 1126, c50d, 8f8a, ijac201614307s4, acadia14_399ai, ijac201614102e2, 841e, 4e14, 518d, 2b53, ecd9, e410, 25f8, sigradi2014_057t5, ijac201614202x7, 48d1, 006e, d287, caadria2017_183i44, 50dd, caadria2016_085j4, 4e0a, 089c, 246b, 6340, e8eb, 8d35, 1e11, 5a58, 7c8a, eb88, 01d8, a975, ecaade2015_138z27, 8de9, sigradi2016_426b, 50e3, 241a, 18fa, 8453, caadria2015_078b11, bf47, 0287, 8461, 29a8, 695e, ecaade2015_77z14, caadria2015_081g12, 5ea5, 45e8, a07b, 6f86, 82a0, d45d, dd4b, sigradi2016_625oo, ee5e, b589, fa05, faff, 58f3, caadria2015_203e29, ca12, 3d77, acadia16_72h5, ijac201513104o3, ecaade2015_18g3, 3101, b49f, ecaade2015_100v19, ecaade2015_207i46, cc83, 1d3a, f34c, 3298, 75ef, 90f0, 3c48, d47d, b5dd, e871, 2278, ecaade2015_100s19, bdb2, 2139, 8fe0, bffb, d3e7, 2b03, f9ef, bf4a, a5a5, 70c4, 5d51, 3b5d, 7853, 7d02, e6e3, c6ca, 72a1, cd91, ascaad2016_057r22, 298c, f594, sigradi2013_400u, 6a1a, c390, 09fb, 475a, 3177, 2150, 6884, d8af, ecaade2013r_009e6, ecaade2014_145k33, sigradi2016_729yy, 0047, 49fb, caadria2017_115n30, f267, caadria2015_105j16, ecaade2013r_018f9, 6da1, 8e10, cb7b, caadria2016_177g8, d5e8, 01ad, acadia16_154j11, 6e67, 2fd9, ascaad2014_029c8, 9736, 075e, sigradi2016_470q, sigradi2014_082r7, 5a5b, 649d, f4e4, sigradi2015_6.387v9, 4f0d, 4681, ae49, 4895, b972, ecaade2015_161k34, 32ca, 42fd, 1a75, ascaad2016_028e11, sigradi2013_400n, 4cf6, 9600, 281a, 35c9, 7bbc, 08d0, 7807, 810c, 7f6d, 1e78, 83a0, a4cc, 8f97, 3418, 7eb9, 9c5e, c7a8, 14ae, ecaade2015_48x7, 9903, ascaad2016_059o23, acadia16_352c22, 501e, e80e, sigradi2016_712nn, 2f1d, 3910, 0de6, caadria2017_104y27, 8868, c468, e058, 4a69, 6e0b, 9ef8, db79, 21c5, d036, 51a0, 3785, acadia15_443z18, 2737, 196e, 9e8a, 32e9, ff92, c29f, 53ce, d33d, 65c5, ecaade2015_261h58, ecaade2014_175r43, 617a, 8ecf, d440, cc3e, 99a9, d950, 1a85, 9e1f, 6969, 8b42, ecaade2016_099i27, af01, 469f, d8ec, 0ce6, bae6, 3c70, 1941, d92a, 313a, 1ae8, acadia14projects_237aw, d1fb, 058f, 8002, 0113, 6b07, 5707, ef13, 5767, 8692, b43a, f935, 2ca3, e53b, 3ca9, a7de, 9eed, d335, bf29, sigradi2014_080o7, 9d5a, 564e, ecaade2016_ws-dleadj68, 5a5f, 875a, caadria2016_663j28, 964b, acadia14_627aw, bf25, 782b, d2c1, 7385, 294e, 8bbf, 2a26, 769c, 1508, 49e0, caadria2015_246x35, 25f6, ae8a, 9b02, e2ae, ecaade2016_130u36, ascaad2014_017s1, 814f, 63e5, 53bb, 2782, 2d23, fb3d, caadria2016_881w37, 7682, b76a, 3c53, a88a, ecaade2016_058b15, acadia14projects_463b, fc36, cff4, 260d, caadria2017_165r41, 1bce, acadia16_214h14, ascaad2016_028o11, 7475, c6e4, d2ed, 9b01, 678b, ijac201412303g9, a709, 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ecaade2015_314d68, sigradi2013_315a, 283e, b609, 172a, ecaade2015_241m55, 791b, 01e9, c9fc, sigradi2016_732m, 8335, d603, ca74, 4e78, 00b3, 6e60, 0f60, acadia15_469n20, d2b2, c308, 0b6b, 58cf, acadia16_450n26, c576, 2edd, 21e6, e620, 1291, 117b, 33e5, 1f1d, 14af, f20a, ff39, 01f7, 6143, 0ed4, 0362, 1635, sigradi2016_595ll, 3602, a396, b8e3, 1831, 5829, b662, sigradi2016_507tt, 7b8a, 916d, d5a1, 2ea6, a687, 208c, c1df, dcf3, dee4, caadria2016_177w7, ccf8, 78cf, acadia14projects_291ax, 074c, bb59, dba3, 1183, 5bde, 9cf1, efc5, ascaad2014_003n1, f42b, b157, a73b, ascaad2016_022w8, ijac201614208j13, acadia14_579ay, acadia14_409l, 4af9, f622, 410d, 5088, 2a82, 4df0, 129d, ecaade2014_175z43, 3441, ecaade2015_100a20, d942, 2a35, 420b, bb1b, db5f, 16e9, cacd, 9585, 48cd, 4606, ecaade2016_021e6, 3359, 9807, 90a4, sigradi2013_189g, caadria2016_579n24, 472a, 59ac, d959, ecaade2016_033c9, 7dca, 4f5b, 1e08, e409, ascaad2016_006j3, c33a, 99c3, fd57, ec6e, d5c6, 284f, ebe7, caadria2016_405f17, 0aa6, 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61e3, 4f07, caadria2015_126x20, caadria2017_095c26, f20e,