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 Wadhwa, Ashwan and Lonsway, Brian
year 2001
title A Self-Organizing Neural System for Urban Design
source Reinventing the Discourse - How Digital Tools Help Bridge and Transform Research, Education and Practice in Architecture [Proceedings of the Twenty First Annual Conference of the Association for Computer-Aided Design in Architecture / ISBN 1-880250-10-1] Buffalo (New York) 11-14 October 2001, pp. 386-391
summary The focus of this research is the development of an urban simulation system and its use to analyze growth factors in an urban design proposal. Unlike predictive simulation models, which attempt to accurately simulate future conditions resulting from a proposal, our neural network model is tuned to creatively present socioeconomic deficiencies and requirements for proposed developments. The system is built using a novel variant of Kohonenís self-organizing neural map algorithm. Urban data of a simulated region is embedded in the neural net and correlated, in varying degrees, with data obtained from case study and/or other local regions. By projecting design ideas onto this network, designers gain an insight into the proposalís impact based on complex, non-linear relationships of socio-economic data, which are otherwise difficult to envision.
keywords Neural Networks, Self Organizing Maps
series ACADIA
email wadhwa2@rpi.edu
full text file.pdf (96,906 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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sigradi2015_8.27n10, 9fe1, 49a9, 5a13, 89e1, 864f, 6093, d9c5, a85c, 5bec, 44dd, 6c38, 63c1, 964e, f8b8, ecaade2013r_007c5, 5997, ecaade2016_123h34, sigradi2013_194e, edce, ecaade2016_225a61, ac2c, ijac201614207b12, 970a, 52d6, d5ef, 3801, 5cee, 5370, ecaade2015_317i69, ecaade2016_068k18, de58, 7835, 8e95, 1634, af2b, 9074, caadria2016_425g18, 30d9, 1dce, 9c6e, e777, 0fc2, acadia16_154p11, 1633, 5a9f, 60b9, 8fa7, 66f0, 0730, ecaade2016_167v47, d67e, eca3, 0d1e, acadia14_339at, b2a7, ijac201513104o3, 1d64, 048c, 2467, ecaade2016_026t7, a6de, caadria2017_149g39, acadia14projects_333au, 8cf6, 39c7, bda3, cc5a, caadria2016_333v14, bb53, fdb1, acadia16_308w18, 0b02, ijac201513105f4, e0af, 46fe, a09b, a022, b6e7, ijac201412205k4, 3a6b, 9fe6, 7c4c, fe6f, bcd2, 6fa4, acadia14projects_479ax, de56, 7c64, acadia14projects_281ad, 0965, c5cc, 594a, 0f54, ijac201614201d6, b9df, 58e8, 6347, ab01, 416f, 1cae, 5aa1, a704, 43f6, a62b, f89f, 9f8c, 4b9c, fe60, ecaade2014_186a48, 299c, 967f, 5c7a, 8481, caadria2017_003w1, c594, d923, c81f, 4fe7, 19db, 3a1e, 815a, 430c, 8eae, acadia16_184x12, ecaade2014_052j13, ed7d, 28a4, 73e1, a18d, 17bf, fda3, ecaade2015_21e4, 3c4e, 2046, ecaade2016_197y51, 4f52, 831c, 807b, e955, 6cf2, 7b9a, acadia15_110g4, sigradi2014_213v7, caadria2017_043g14, 6f73, 0cc3, 8e2c, ecaade2015_17j2, 400c, 1e5e, 29a4, f40a, 5db7, 9130, c897, 21a8, 88f5, ecaade2016_011y2, fd58, 45d6, 963a, 3706, ijac201614407r4, ecaade2016_162x44, ecaade2016_067d17, db24, d72f, 3ec8, ecaade2016_067v16, 79eb, a8ca, 5916, acadia14projects_565aj, ecaade2015_170v35, acadia16_184y12, sigradi2013_52, 140a, 3ece, 597c, 4bdf, 1875, f048, a1ee, a307, fcf6, 2975, 7b5c, 5924, d93d, 3b80, 4a83, 43bf, cd5b, dabe, 002c, 7e6a, 22fe, caadria2017_155t39, bda4, d89c, acadia14projects_53r, de8e, 2de8, 6d58, ecaade2015_221r48, 3914, 7531, 1c68, ecaade2015_158b33, c1fd, 4c85, 20ba, d3f1, 1797, ecaade2014_217i55, ijac201412204u2, caadria2016_219e10, 4305, 2e01, 24a6, 3bb5, 1152, 4bf7, 4423, 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d8d5, 90e5, caadria2015_092h15, dfd3, d773, fc1a, c5b2, d5f1, acadia16_280r17, b54c, fc6a, c36d, 6013, 9fa3, ecaade2014_019g5, 7099, ea7c, c0be, fff9, f99a, d128, 075a, 0624, caadria2016_311b14, 51ae, 42f1, ecaade2015_18g3, 8c65, 3eb4, caadria2017_003p1, a21c, ce2c, ecaade2015_171s36, fbc4, ecaade2015_284z61, 7c6d, caadria2015_099p15, a83b, 1b4e, 1b6c, caadria2016_663s28, a1d1, b8b2, 1a84, 858a, ascaad2016_043k17, 5fd2, ecaade2014_128t28, e82e, fa0d, 2428, acadia14projects_267i, 1a9e, acadia15_483n21, ijac201614207x11, 2549, ecaade2013r_018x9, e896, acadia14projects_153ap, bc41, 5676, ecaade2016_114f31, f6f9, 977e, 2253, 80ec, acadia14projects_497ab, 696b, caadria2017_145f38, ecaade2015_333l72, 25d4, 57ae, 96aa, e047, bf9b, acadia14_531x, 8bc4, f4ef, ecaade2016_037w9, ijac201513201d5, ecaade2014_195v50, 3957, 5008, 50b2, 1a55, sigradi2013_205, 3cde, sigradi2013_268i, 05d9, e70a, 2705, 7dec, ecaade2014_147x33, dd22, aebd, 63cf, 2390, 1a7c, sigradi2014_123v9, ecaade2016_167z47, 898e, 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a1ff, bf47, 754e, 61d5, 8a27, 5042, 3de6, c089, 975d, 0423, f46a, d577, 491a, 6c72, dc75, e6fe, acadia14_691at, 8902, 7c0b, caadria2015_237k35, a105, 56ba, eab4, sigradi2015_sp_11.278m31, bcce, 9d4c, 05af, dd36, caadria2017_134x35, c921, e520, 6968, 5578, 856f, ac28, 5b55, fbd1, 4df3, 07d4, ae78, d057, sigradi2014_144w2, ecaade2016_bkoo65, ecaade2016_102i28, 254c, 87a1, f0ee, 2892, 2133, caadria2016_013o1, 69e0, 5164, sigradi2015_10.307b21, cf71, b8db, 77c7, 80ae, c334, caadria2017_051t16, 050b, 6af6, caadria2017_129v34, 4fed, 89c4, 91c9, ijac201614204s9, 5202, 1c8a, 10de, 7a15, 627a, sigradi2014_276v2, 4421, f6bf, ecaade2014_023e6, 18f1, b186, 2d3b, 817e, fac8, 809e, 49bc, efb2, 86d8, 39cc, 4ce2, acadia14_609av, aaa1, fc55, sigradi2015_8.47n11, 11e0, d507, 51a3, 8f9c, caadria2017_124s33, 183a, sigradi2013_111p, 319a, 4f45, 83ff, 6c14, e4e8, 8508, 1c44, 066d, 3ccc, ascaad2014_026r6, 571f, ijac201614201r6, c93b, 35a9, 7057, cd30, 990f, b502, 8282, sigradi2014_265t1, 1f1f, 441d, 4681, 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caadria2015_142l23, 595e, fc1e, 816f, a5ad, 6c70, cce5, b72c, 416e, 2e82, 1f70, 3b94, ascaad2016_021f8, 18c7, 99c6, 2e6c, cd7c, bbf0, feb1, 1789, 3a5b, ecaade2016_ws-intelligenty68, 3326, 3ce1, 07b1, 1f71, ecaade2015_247d56, sigradi2015_3.209c4, a683, acadia15_195x7, caadria2017_057c20, afd2, f8ec, e9e1, 0bca, sigradi2014_048u4, 050a, f5d7, 3cae, d3ae, d2e3, acadia16_460u26, 37a6, 673c, 4ec8, caadria2017_096d27, 0da3, caadria2015_114z17, 7027, 776f, ecaade2013r_014d8, f72d, ebff, 0412, cd15, 8883, feb4, ecaade2014_225h58, 5409, 5fde, 07c3, f503, 7fc8, 4d39, eba1, 8dd7, 2b9b, 8f59, ijac201614405x3, 80c6, 1422, 25a2, 6617, 4f25, c8ff, fae8, 9018, 591b, 164d, 4b39, 20fa, 855f, 79b1, 5cf6, 9900, ijac201412304p9, 88f9, 8686, 6712, 420d, 43c5, 73d2, 9e14, 77cc, 59f9, sigradi2014_197v6, d99f, 179d, sigradi2016_484oo, 6b7f, ecaade2015_215o47, a63c, acadia14projects_389ay, 8475, caadria2017_079b24, 0047, e706, 0967, acadia15_483g21, 87b8, 3527, sigradi2013_244m, 773c, ecaade2016_120g33, b492, 17ee, cd9d, ecaade2016_077z22, 1ae6, 7bfd, a164, 8d54, 1982, ecaade2016_mrtc66, f22d, 82aa, d8eb, caadria2016_425d18, 2e6f, 42a5, 1585, 5161, 804b, 018c, efba, 8b44, acadia15_57z1, a1d6, 3f7d, ecaade2014_121n27, 628b, 77b8, 1e42, sigradi2016_602f, 3c18, 2258, 2aee, c446, c9d6, ascaad2016_018g7, 3a57, 8135, 7e21, caadria2017_023h9, ecaade2013r_003j3, 8922, 2554, ecaade2014_149i35, f75a, bc67, daf2, bc05, 6050, 9823, e531, acadia15_371l16, 03b7, sigradi2016_507vv, ijac201412303v7, b60a, 93cc, caadria2016_819u34, 301c, b0da, acadia14projects_101z, 0d29, 7991, 1333, 2d88, 5e45, ecaade2015_144d31, ae8b, d812, ecaade2014_202p52, 9fbe, a468, 4711, 9493, 2fe7, sigradi2015_6.42z7, dc87, 9207, 4733, ijac201614403t2, ebc1, ecaade2015_307r67, fdbf, b26c, db79, 7b0b, 109b, 75c8, 1f6d, sigradi2016_492pp, 60ab, 577e, eb2a, caadria2017_095f26, fbb4, d0c6, caadria2017_055k18, caadria2016_115j5, fd36, bdc0, dc25, cd47, e93f, ijac201614402v1, e1c6, 0816, a78d, f617, 0074, sigradi2016_479ee, f954, d98c, 068c, sigradi2016_777bb, acadia15_243c10, 2570, 9364, ascaad2014_017h1, ee89, 16f5, 3811, 1cf6, sigradi2016_364ss, 05c5, 53ad, a6a1, 0bf9, 49f2, d114, f600, 30f4, c7d8, ab0c, f803, d483, a29b, 8e3d, 0af0, 3746, e9a2, dee0, f561, 3675, sigradi2016_773x, 9706, ecaade2016_136g38, 9abf, 1a4a, e79b, a1d3, 1266, c89d, b2aa, 2120, 768c, da06, e810, 73e6, 6631, ijac201412301y6, 7334, 3cd0, 540a, 54ec, 5574, 8633, ef2a, 959b, 1f56, 8ce4, e8e8, caadria2017_003f2, 2b33, 05e0, f752, 887c, 4da5, 91f2, acadia14projects_229i, ecaade2015_138o29, ijac201513104s3, sigradi2015_13.181p28, 2bd0, bb35, 6106, 656a, ecaade2015_138s29, 77db, acadia14_375l, 5b7c, 1c05, 76ed, eb0c, 2fb6, 1fdb, 0644, ecaade2016_077o22, 0198, d9d3, b012, d34b, sigradi2013_28n, b2a8, fa56, 4fb0, 8240, ab7e, 02bf, 9b20, caadria2016_819s34, 3123, b447, 1e48, ijac201614308w5, 94ec, 6991, 67de, c23d, dcaf, 73af, e1f2, 4db4, fb81, ce7e, acadia16_342d20, 30a5, 0dc4, 2a86, 910d, 6356, 6418, 13e2, bfc8, 8f57, ecaade2016_242k64, 8a22, 0a81, sigradi2014_281j3, c54e, 8346, 6cc8, 3cd1, 06a9, 4241, ijac201614207v11, 07af, f026, ecaade2014_145l33, 52a7, 3e1a, d8bd, ecaade2014_173g43, beb6, 642a, 9ee7, 3c77, 78ad, 4216, ba45, sigradi2016_792p, acadia15_161n6, 26a0, 4809, 7722, 092d, acadia14_375n, 4595, b01b, 61f1, 1bce, caadria2015_108l16, af97, 1252, ijac201614207r11, 753f, f022, f89a, acadia16_260p16, 4753, 5886, 107c, f1c2, 1548, 7e34, e0c1, ecaade2014_143k32, sigradi2016_449nn, 52a9, 1923, b0e7, dad1, 1281, 9a7b, 806e, 079d, d62d, 741f, ascaad2014_032t9, 4e28, 5a24, 5fdf, acadia14projects_601ai, 6294, ecaade2016_162p44, caadria2016_187y8, 2aa9, 221d, 7530, 0fb0, fd37, 76c7, d731, ecaade2016_132o37, a8dc, 536b, caadria2016_457d19, d9d9, 5a45, d2bd, 5b38, 3207, 19c6, 35d6, 9033, 350e, 71f0, d147, 0556, 6703, bae1, 95c0, ijac201513302y9, 756a, acadia16_470k27, bcb1, 8a4a, ecaade2014_120l27, f619, 80aa, a095, a4d9, db7c, ecaade2016_225g61, 6f59, 7c9d, ecaade2014_240s62, a068, sigradi2015_10.309e22, 71ed, 03a3, acadia14projects_63a, fae3, ba65, f2d8, eebf, ffbe, e956, 674d, e371, 3025, 42c3, feb8, 8e71, acadia15_173r6, b794, 2032, 4740, ecaade2016_096p26, 4ec6, 1e9e, a134, 920e, 2588, acadia15_323r12, 0e90, ed2a, caadria2015_185m27, 2427, a392, 3272, c597, d57b, c0ee, ecaade2015_17u2, acadia16_352x21, sigradi2016_710bb, f915, caadria2017_057y19, 47d9, 09b2, 5285, 9453, a0c4, cad4, 21da, eb03, 04fd, 4b34, 81f3, 6f61, 282a, 0722, a91d, 2c19, 9031, eaeb, ecaade2015_64h13, 9c10, e93d, ascaad2016_058f23, ecce, acadia16_12c2, d264, c561, ecaade2016_078d23, 9b04, ecaade2016_224p59, cea3, e5d3, 435f, ce73, 1107, 1fd3, db38, 8632, 8a86, 41be, feba, ba8b, 1d52, 578e, 922a, bb78, be50, 3d1f, 1bc8, 8ed3, 25c2, ecaade2016_127b35, sigradi2015_8.186t12, c545, 4d55, b618, 3545, a181, b8f3, b2fe, 8f2a, 285c, 5292, db71, b92a, c0a4, d8f2, 18f6, sigradi2013_289l, acadia15_469l20, 7ff1, 9ae1, acadia15_57j2, 737c, 2391, 60e7, a23d, 0352, a32b, 8c5a, 0466, 9ace, f53d, d9a6, ecaade2014_232z59, d19d, bd59, ed75, b896, 6a46, 7fd1, 8913, 3952, 4b70, d6e9, ecaade2014_185u46, 4082, 9468, sigradi2013_387d, aee4, c7b4, 04d9, ecaade2014_108j24, 764a, ddf2, f7eb, a8b1, sigradi2015_8.264o14, a9de, sigradi2015_sp_8.6g30, ea58, 8d39, ff87, f593, 144b, def1, sigradi2016_602m, 8966, 3034, 1b42, dc1f, b683, ea98, 9757, 027e, a602, b68b, 4e15, ecaade2013r_019k10, a0aa, ecaade2016_123i34, 27b7, 8b79, 2a5a, 99cf, 37a8, a7f3, 33bb, sigradi2016_443uu, ecaade2016_033i9, 0308, f3f8, 7d47, f0b6, 92ea, 9ee9, a2a7, 2ab0, 4558, b915, 97c3, acadia14_655ae, 5c29, e265, 0ab2, 63c2, acadia14_655aa, 1176, 698c, caadria2017_031k11, 407d, ecaade2015_59a11, 415b, cb24, 4748, 7f0e, ce8b, 33b4, 2b88, 13ae, 9ea5, 4aba, 2bba, f84b, 5bcc, sigradi2015_11.34b24, 857e, db18, ascaad2016_041j16, acadia14_339ab, ecaade2015_201v43, 1da7, 0650, 78dd, 49cd, 8520, caadria2017_015r5, 1de0, 5163, 1254, ac8d, ijac201513205v7, d408, 60b8, 2f64, 306b, bcba, 2d5e, 9b4e, d9e8, cc76, 92fd, sigradi2016_385oo, 6f94, ecaade2015_196r42, d39d, bfdf, a611, e4b9, 7259, e0e3, ecaade2014_127j28, acad, 1bb6, 3d5b, a79e, f16c, ascaad2016_045j18, 1b55, 35e1, af5f, c4ab, 3d35, 7776, ae98, acadia14projects_237as, 812d, 8660, caadria2017_086h25, sigradi2013_183s, fce8, sigradi2016_710aa, f363, fe04, 3fc6, 8457, ec0f, acadia14_699m, acadia14_479ap, 6922, c069, 6d66, c165, 5d0c, 9a32, 6272, 1eb5, ascaad2016_057u22, 342a, ecaade2014_230n59, ea74, aae1, 7670, 887a, 5303, 4025, 4c1f, 9578, 6496, edf8, a745, acadia14_153av, 54f5, 6034, 8db8, 3932, a466, 4f67, 2a65, 0f49, 57fd, 68fc, 156b, 03c3, 1552, a2d8, a0d6, a2a3, 2ad3, cf9f, e847, ecaade2015_302n66, ecaade2016_071p19, 0fc1, 0be0, 01ef, ed55, 5bf1, 6b74, ecaade2015_207e46, b5db, ac1c, 1fde, 8581, 4a9e, 0601, sigradi2013_414e, 485d, caadria2016_641o27, caadria2017_189c45, 1259, 9dcf, 97aa, 1658, caadria2017_021p8, sigradi2014_074h6, 7d5e, bdc3, b0ae, 1556, 422a, a96a, 8968, 6215, fa9f, caadria2016_819y34, 83e0, 4f4b, sigradi2015_sp_4.388w29, 4df2, 8d3a, ecaade2016_067h16, d3ac, 3ed2, bcc5, 897b, 743c, ascaad2016_028l11, fc28, af3d, 35c9, 4507, ecaade2016_188n50, 994d, 7925, f198, 0995, 2b37, ecaade2014_240f62, f985, c1bd, 6459, 74ee, 5ed1, ea27, ascaad2016_045m18, d9c3, 505b, acadia16_130r9, 1901, 181c, 1a9f, ecaade2016_185w49, 055d, 3522, e7e5, de8f, caadria2015_170v25, ecaade2015_195j41, 0851, fe9b, 6b53, 13df, d7b3, acadia14_237az, ecaade2016_002i1, 4fd9, 30a9, 846f, 2c03, 4c78, ce3f, 9390, sigradi2013_401s, 359d, 4cee, a80a, ascaad2014_003y1, c047, sigradi2013_405, 5c72, caadria2015_070z8, a400, 70d8, 59b2, 6543, 10e9, 0a72, 0eb8, df60, 0ef7, 2195, 46cd, 55f1, acadia14_189ap, 117c, ecaade2014_198v51, acadia16_184o12, acadia16_402v24, b9af, 441b, 1d45, 46a3, 9bf8, c363, 518f, 23c2, ecaade2016_126r34, ijac201412303f8, sigradi2014_108b9, caadria2017_096v26, 55fb, 754f, d229, ecaade2014_104s23, a126, d03f, caadria2017_001g1, 8727, 9dff, 9f0e, 77e6, fdcf, 46ff, 2899, 3e5a, 76f6, c326, 6621, aac8, dd51, 77fb, 5239, ijac201513104z3, 524c, acea, 8802, caadria2016_611v25, 92a4, a010, 8aaf, a623, 6717, 38fc, ijac201513105a5, d364, 8057, 1922, ijac201412301j6, ef49, 9f5a, 916c, b489, 3438, ecaade2015_171w36, fa2a, 411a, 9edf, caadria2015_090t14, acadia14_291h, 1d0d, 6015, 517e, ecaade2015_248h56, 99b4, bbfb, f7dd, a05a, 4c67, e8ae, 8334, caadria2017_048f16, ijac201412408c2, fe3b, ac41, 9048, 3db6, 6b94, 9dd3, fa1c, ecaade2014_237v60, 5461, 5be9, 7f82, ecaade2015_318t69, f604, c848, 7213, sigradi2014_339a8, sigradi2015_10.377y22, 348c, 70db, 9fad, ef9c, 482c, 322a, bdba, bf37, 089e, c9d1, 6ab6, caadria2016_197s9, fd3f, f5a6, 8162, 7a22, 7537, 3520, acadia14_619as, 7a86, a209, dff4, a3d1, ecaade2013r_003d3, 2f27, fb2f, 86b0, sigradi2015_12.107f27, sigradi2016_360u, a22c, 0773, 24e5, 613d, c2a4, sigradi2016_488r, 1482, 30b2, afbf, ecaade2014_130x28, ddb0, 582c, e935, 3714, 64c2, 7b21, caadria2016_045f3, 5015, 141f, 8ccf, 8c28, 47d2, 75c5, 6b03, 52ea, 9778, ecaade2015_100t19, 168a, acadia14_719b, sigradi2016_635j, ecaade2015_271w59, cb15, ecaade2015_229w51, sigradi2014_345p9, acadia14projects_409m, 3abb, d1f5, 3840, b691, 7f20, ecaade2014_012u2, 1e39, ecaade2014_153g37, 78bf, 1703, ecaade2015_92x18, f677, acadia14projects_435ao, ecaade2015_53z9, caadria2016_301m13, a9d4, 6d4c, 8155, dc1e, 364b, 9915, 66f4, 1f04, cf7a, sigradi2016_530hh, acadia14projects_189ay, 04ff, 9477, 8c58, b25d, 08d4, ecaade2016_071o19, ecaade2014_176d44, ecaade2013r_010s6, ecaade2016_042p11, 1756, 9d0a, a655, ecaade2015_79m15, 8dee, ecaade2016_089e25, sigradi2014_169o4, a36f, eae7, ecaade2014_180x44, 3e34, 6014, 7f92, 4284, sigradi2013_77i, 1ca8, 60b2, 0aed, 15bf, sigradi2015_9.141g16, f3f7, caadria2015_145v23, 4f74, dac0, c744, d297, 9632, ascaad2016_007t3, 1717, caadria2016_487m20, 6195, acadia16_140t10, caadria2016_777d33, 99e8, ecaade2014_204e53, 5db6, sigradi2016_694k, 3935, 6fef, b7e2, 6494, 13b1, ff97, ecaade2014_092g22, 5358, 88ea, 5a78, 12f0, baf8, 8450, 710a, acadia14projects_79x, 5d28, 8a1c, b4f3, da93, d803, 2eeb, ba93, 2e6d, b8d5, 2e6e, 24f7, e912, cac9, c4b6, 8560, dd1a, eb33, caadria2016_683x29, ijac201412405n8, caadria2015_061h7, acadia14projects_101ak, 383f, f29e, 3efa, ee40, a810, ijac201513201v5, 2218, 5c32, ebc5, c840, 668a, acadia14_637ai, caadria2017_085b25, 25f8, 71ce, 96a2, 8a97, 0f2d, 6b9d, 285e, 4f5e, fa8c, sigradi2013_311k, 0b74, caadria2016_631i27, 0bc8, 820e, 49d5, 1b5e, 5a7b, c7a6, 1094, b9d0, aefc, f7b7, acadia14projects_463g, 4400, d07f, ad9c, caadria2015_172e26, 8ad6, dbb3, 87f6, ce5d, bbc6, 3d6a, ff3f, a334, ijac201412307l3, 0caf, acadia14_453g, da8a, eeb4, bc7c, a11a, 16ba, bdc2, b543, e586, f3a2, 7296, 7d67, 8e69, ecaade2015_332r71, d526, sigradi2016_400k, 2b54, 1e51, ecaade2014_038v9, 0825, d50d, caadria2017_132m35, 12e6, 638a, b57d, 811b, d15e, f7f0, ba2e, 8a4c, 9e0e, aec9, 34b1, ee6a, 0706, 61f2, e402, 4ebb, de96, c347, ijac201412408e3, acadia16_12s1, 440a, fc6d, d5cc, ecaade2013r_005o4, 2c2a, 648b, b9f4, 18cc, 8936, 0125, 1b62, ecaade2014_202o52, a3a7, e8af, ee34, ijac201614403f2, 8a84, c1a8, ad39, fd06, sigradi2013_30v, 0dc6, d74d, ba59, sigradi2016_601tt, acadia16_270g17, d738, 7ec7, a168, ecaade2015_268x58, 95a7, e898, cbc8, 3b90, f6df, acadia14_479l, 7815, 44e4, 69b4, 42a6, 27ce, 69fe, 6c66, 7f27, 67d9, 4846, e08d, e465, 407a, cc9d, 9b67, 2a24, 5011, ecaade2015_206i45, fcf4, c4d1, a9eb, 8264, 7bfb, 9c1a, 4e1a, caadria2017_132o35, ecaade2016_198t52, f1dc, 313e, sigradi2013_326h, acadia14projects_719j, 6172, caadria2016_819r34, bdf2, 8d94, c33b, beec, d20c, 459f, ecaade2013r_004u3, 8dba, 31f7, 46d7, dd0b, caadria2017_005f3, ecaade2015_83e16, ecaade2016_163a46, 05cd, d422, 6a3d, 5536, e399, 63d1, e341, ac81, 5e2c, caadria2017_021m8, aa53, 0443, caadria2017_043i14, 8680, 1a0d, c89b, cbbc, 6ebc, a318, ijac201513104x3, a1f8, 4340, 3a23, 0004, 75dc, 01b1, 3d8b, d774, 2460, 07c4, 9806, 6e43, 69c4, 6668, c553, ijac201614205r10, 68fd, a561, 7583, f2fd, fa8b, caadria2016_333t14, e87c, fe36, 84de, f62f, 3d1d, 0cc2, 0bae, f44d, 3369, acadia14_145ab, 1ad7, ee97, ijac201412201r1, 0bda, 1417, bb60, cb9b, 6d90, 5dd6, 0060, 723a, 0cc5, 10ea, 2887, d816, 0792, df26, ecaade2015_48m8, ae50, dd5b, 6426, 712a, 0d5c, 042d, 8f47, 8146, caadria2015_206y29, 3bc9, 8e27, sigradi2015_8.328i15, 425a, ca3c, 34a2, acadia14projects_627al, 7e89, 999f, bca7, 871b, 0ee8, ascaad2014_015x8, 1171, 4255, 214c, ecaade2016_208t53, 6492, 99e2, 936e, 0d70, abf3, f10f, 2b05, f416, 8ce5, 12cd, f203, 333d, b536, 4c36, 0978, 9db8, 075b, ecaade2014_220f56, c2eb, ecaade2015_202l44, 4021, c16e, ecaade2015_155v32, acadia15_483y21, 4cf2, 7e5c, 8c5d, 7109, e454, acadia14projects_539e, 2852, sigradi2014_279x2, 03c4, 7b16, 0c35, 2bb8, 5a2d, acadia14projects_347an, ec50, 1581, sigradi2013_267, 35f7, ecdb, ijac201412402u4, 2610, ecaade2014_111y24, 512b, 30e3, acadia14_189av, 7fe9, ecaade2015_237y53, 2faf, 9d26, e069, ascaad2016_014g6, 4032, da67, b3e6, 65f2, e5ed, 748a, a4c1, 3cb6, e644, 1b8f, 10cf, 73a8, a992, 8edd, acadia16_224w14, ecaade2014_071v16, ecaade2016_129v35, f3d8, aae8, 3d63, 254a, ijac201412301c6, c04d, e013, 3507, 0159, f7d8, c86b, c5f7, fbf9, 2eee, 2155, ijac201614305p3, 6905, ecaade2016_221v56, e89f, 5b69, sigradi2016_686yy, 647b, 7685, c94f, ecaade2015_196n42, 56c7, ce2a, acadia14projects_177ag, ecaade2015_38p7, 87ce, fd6c, fade, 37fb, b948, 3743, 700c, f5b6, fa28, f1b5, 7590, dd62, 4d5f, f410, a496, 74e7, f7fc, ecaade2016_078l23, 93c5, 24fc, 8161, 1d2f, a437, a9fe, e4cc, 899c, 11d4, 4ffd, 6545, bd79, 6b1b, 673b, 1c87, a86b, sigradi2013_158u, 1e47, acadia14_565aj, sigradi2013_112b, acadia16_280i17, ecaade2014_149g35, a3e2, c209, caadria2017_005n3, 4e2a, a680, caadria2016_259t11, 8c39, cefd, f789, 31ce, 6f90, 1cd9, ijac201614403n2, acde, 2930, 6277, 717f, 3b2a, 5f4d, c825, a87b, 450b, ecaade2015_268b59, 8232, 260c, 4a7d, 8694, 797c, 1218, 5ccd, 1830, d110, 8529, ecaade2016_ws-dleadd68, sigradi2016_560w, 4d81, 896d, 7596, 7286, 1e75, 4994, 3ab6, 7b06, 5a1a, f93a, dbd3, 7395, de62, de38, ecaade2016_224y59, ijac201412406p9, 83ac, ecaade2015_138z27, 0953, 3f94, 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351d, 06c0, 51ef, be8f, acadia14projects_435ap, 7f25, 9716, 2250, b8b3, 9515, c90a, ecaade2014_187g48, 6953, e417, 2a59, 26c7, c940, 4c74, ba40, 996c, b7d4, caadria2017_109a29, 40cb, b971, ascaad2016_034k13, 58aa, 3ebd, b828, 0d63, f4ad, bce0, 6957, 0619, 3633, 3644, ecaade2015_284y61, 1140, bdce, 94cd, 3d2d, ec1a, fbec, bf90, 2078, e14e, f4f0, 3053, 229d, 74e2, caadria2015_073l10, 5264, caadria2016_611b26, 2c3b, caadria2016_405i17, 7105, cdba, ecaade2016_185f50, be45, fed7, 91a5, sigradi2014_018n1, b87a, 536e, 5c8f, sigradi2014_263b1, 4745, 6b12, fdaa, ecaade2016_ws-dleadm68, ijac201513105o4, f70b, 4f33, 2607, acadia15_69n2, acadia14projects_145aj, c9ed, 3078, 007a, acadia14_389e, a57d, a825, 03ca, 825b, 6ea5, fa10, a354, b86b, 4464, 38aa, 9c56, 96fe, d6e1, deff, ebf6, eda5, 1b8a, 1fc3, 35fc, a68f, 6136, ed0d, 8990, caadria2017_185u44, ea1a, ccba, 26a4, 50db, 59f1, acadia16_8c1, a2a6, 8ebb, 49be, 11e8, ccef, 909c, 59a3, a07e, d1c3, 96ac, ijac201412205p4, ecaade2016_040u10, ec43, 1437, 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e250, 624f, caadria2015_185k27, d7ee, cc16, f629, f581, 8db4, 2afe, ecaade2016_140z39, 2cb4, 8dc7, 02d3, 248e, 4d6d, acfc, 5cc1, af88, ecaade2016_077r22, 945f, d22c, 08cf, 89c1, 57e2, caadria2015_092g15, acadia14projects_347ah, 58db, d824, caadria2017_115l30, 3eec, 5c3c, f718, 92bc, e747, f521, ascaad2014_008o4, 75b7, dcb1, 8769, 9f91, sigradi2016_641ii, sigradi2013_342s, 1220, 9122, 0104, cf75, 21e8, 6852, 2ef7, 0fd6, 3f88, a49e, caadria2015_124g20, 6cbe, ee1c, b726, sigradi2015_8.334t15, ijac201614408g5, 477d, 88b6, 8e4a, aefb, b4d1, ecaade2015_22u4, f6d7, 1c50, ecaade2014_085i20, acadia14projects_601z, sigradi2015_11.34y23, af0f, c425, caadria2015_208j31, sigradi2014_345k8, sigradi2013_390f, e0ad, 73bc, 361f, 94f9, ecaade2015_293z63, ijac201412304a1, 8168, 4aa7, 0b2f, 3f97, 0b20, b190, 8b6f, 1bf0, 9507, 9ce4, b130, 0396, 312a, ecaade2016_102m28, f397, caadria2015_185o27, 8624, 9d70, 4e02, 7adb, 6f62, f2f0, caadria2016_663r28, bd38, fe89, acadia14_601ai, 6393, 79fd, ed33, a774, 6219, 6385, 5a03, a3bf, c31c, e09c, caadria2016_055n3, c643, 3df6, sigradi2013_95p, caadria2015_010x1, afab, 6f21, 3077, b326, c2b7, 5f6a, f767, c99f, 1c0d, 6a4b, 0c2e, fca0, bc00, 72da, ecaade2013r_012j7, f142, 985b, 76a8, sigradi2014_041b3, 96e1, ecaade2015_17f2, 894c, fdd1, 7293, 3cab, ac5a, ecaade2015_250b57, a9e8, 0b0e, 4b22, acadia15_443b19, cd78, d3c4, ecaade2015_217k48, e113, cf02, 88d2, 7db7, 0c4d, sigradi2016_360s, 5ce0, 4f73, ijac201412207e5, 3047, 2e9a, c65e, sigradi2014_074v6, 8a29, ecaade2015_171k36, d389, a2bd, 5af4, 211e, 69b6, 1370, 97e8, ecaade2014_144a33, 9b6a, acadia16_130t9, a4eb, 923b, f78d, 0544, ee9b, ecaade2015_303p66, 2236, dd31, 1bf4, 880e, ca08, b153, cf9c, ee4b, dedc, 24ad, 4ec5, c705, fd87, eb48, 0ae9, 997a, 0ad3, ae69, 5ddb, 0bb7, 2869, 50de, 2075, d538, a8bc, 80f7, 3e80, ecaade2014_029e8, ijac201412405t8, 199c, f3e7, acadia14projects_311x, ascaad2016_017f7, ijac201614401f1, 74ca, 7352, ca23, 0d49, b85a, b823, 805f, e68b, 107a, sigradi2015_11.8i23, 0e35, 2b58, 7e82, 29f2, 8a1b, aedb, 5ee2, d47e, d3ed, acadia14projects_63av, e49d, ecaade2015_329k71, 6cf3, ecaade2016_046a13, 912e, a331, cbf1, 3f96, fa52, c558, 539a, ecaade2014_191u48, 5c10, c6c2, 0301, 0cf5, ecaade2016_217d56, 5a08, acadia14_75d, 41f5, e2f9, a090, ecaade2016_234z62, 619e, 6cb9, c79c, 8908, aed0, ecaade2016_224c60, 4d83, 204d, 799e, sigradi2015_8.186f13, caadria2015_081c12, 1807, 94be, fd5f, 2a2d, cb45, ecaade2016_158f43, 67f3, a2cb, 6126, ecaade2015_180t38, 07ce, 86b3, bdc9, 15af, ijac201412206b5, 2506, b19a, f45c, caadria2017_048z15, d41a, ascaad2016_056i22, 501e, 0bcf, abf5, acadia14_267h, 3e60, 6b7d, 8bd2, 869e, 2bc0, e8ea, 8ab1, a5b6, ecaade2015_317h69, ecaade2013r_011w6, 554b, caadria2016_311x13, f7db, a8fc, 3e89, de89, b914, f4e9, 847b, cd22, caadria2017_015e5, 4cae, caadria2017_094b26, b40a, f163, acf6, sigradi2014_097k8, 3986, da8b, sigradi2016_601zz, c09d, af39, 8bfb, ffce, 9e69, sigradi2016_625vv, sigradi2016_627h, ecaade2014_100e23, 742b, 0111, f2f1, ee2d, 0a67, 927c, 0033, 2f48, cbfd, ijac201614405n3, 7c33, a3f8, 7107, a773, ecaade2016_126o34, ac96, 5704, ecaade2015_138f27, 2655, a3bc, 5a7a, 5048, 4d43, sigradi2013_244h, c420, d35c, f7b8, a23a, sigradi2013_343g, b048, e4a4, d4b3, sigradi2014_313g6, acadia16_344o20, 268d, ecaade2016_075w21, 01b3, fb5d, fe67, 0370, cf21, caadria2017_118h31, aee6, 08fc, cefe, sigradi2014_314l6, bddf, cb1a, b87b, 3b57, b76b, sigradi2013_313s, fa46, 0615, 860b, 62f6, 258c, sigradi2015_6.42a8, 1d9f, a5f9, 356c, a9ed, f453, 4e4e, ec7a, caadria2015_208g31, f106, 1696, 2c91, 848e, 4ba2, dc08, ijac201513201n5, c40f, b5e0, c0fa, 0807, 6c16, 326d, ecaade2015_302o66, 7c3c, cb7a, 66c5, e50c, 47a8, b4c1, 4239, 9c66, 63f0, 466f, e5c2, acadia14_375ax, ec3b, a8b9, 4d31, 1ccd, 4546, bfde, 7b4d, aee9, e990, ff5d, 40f8, 148e, aeff, acadia15_110a4, e99d, 1022, 9e29, 21bf, 1a4b, ecaade2016_243s64, f761, aa20, a2b4, 38a4, 2a9d, e653, d299, caadria2017_055j18, sigradi2013_397c, b265, a41b, 220f, 1196, e200, ijac201614302h1, 4594, 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6e6c, 2e7d, 795a, 7d71, 3f79, 9968, 82f2, c0de, acadia14projects_609av, 3d59, f232, d848, 770f, sigradi2013_347, d39c, 62f1, 7a9e, ecaade2016_132a38, 1598, ef6b, 134b, 612c, 35b8, 0392, 4224, 1562, acadia14projects_709ap, d5e5, c1f9, ijac201412301z5, 45db, 8403, 6db2, caadria2015_111m17, ijac201614103o3, d3a3, 26ca, sigradi2015_12.19a27, 9c0a, 502e, 3251, d81d, 9187, ecaade2016_191x50, aa98, 42ef, ceca, 42c6, e716, sigradi2013_184z, acadia16_72a5, a147, 44ef, ff7a, 4eba, 2ef9, f12f, caadria2016_579i24, 64cc, 7fcf, caadria2017_129m34, d48c, d3c3, sigradi2013_95r, 9951, 4d1f, 4728, ca12, 14eb, 7496, 453f, 4b15, 14ef, ascaad2016_025p10, ed7b, c7fc, sigradi2015_3.111i3, b521, 2b06, f9f4, c907, 5b58, f3d1, bc08, 5dbb, ecaade2014_185s46, acadia14projects_189a, ecaade2014_023l6, 559a, 292d, efdf, 56b4, 64e8, d5ab, 0e73, 37f5, f4db, 929d, 049a, 8c21, sigradi2016_400h, caadria2016_517j22, acadia16_98g7, ecaade2015_200j43, 867f, 2dcd, da6b, 537c, 1782, 6d92, 4786, 7e50, 87b3, 3d9b, 3368, e8d9, d2b3, 5317, ceb1, 56ae, 1a60, c28b, 14f0, 5378, ec97, 7013, 0d59, f842, 1f54, cae0, 0e60, sigradi2016_602k, 6442, ecaade2016_147y40, 9528, 7899, 23ff, c379, ecaade2015_231s52, 0e85, cc3f, ascaad2014_011z5, bf52, sigradi2016_517p, 0e6c, ecaade2014_133u29, 0cd5, acadia16_440h26, b53b, 3bbe, caad, 6f35, 3344, b491, ijac201412303n9, 47fe, 51f5, 87ca, ed2c, f85a, cfdf, sigradi2016_446k, 0ddd, 35b9, 8086, ae82, sigradi2015_sp_8.326w30, 3f66, b881, sigradi2013_267a, ijac201614404b3, acadia14projects_339as, 106a, 27f4, caadria2017_165v41, 474f, ce92, d086, acadia14_23aa, 9184, 5605, ecaade2016_070n18, 0542, 30fd, b0b4, 5e5a, d70a, 0d1f, ecaade2015_64e13, 2472, ascaad2014_018u1, c8d7, 1847, c9bb, af03, defa, ijac201412303e9, 817b, c81c, 5825, 7084, dac3, ijac201412408e2, ecaade2014_204v52, 1dcd, 034a, cf3c, 0df2, 68e1, 070d, caadria2016_851s36, 731e, c04b, 72, ba9b, 40d5, e2a6, cf77, 1b26, ebd4, 436e, 4f2f, 5e96, cf11, fe4f, 5cce, 4d64, acadia14_43x, 9d0b, 0b1d, d8bf, 4f55, ascaad2014_024d6, ba49, ascaad2014_018c2, sigradi2015_sp_2.112p29, acadia14_63ad, a731, 35aa, 01fa, c27c, 9bf6, 34ae, ecaade2014_198r51, 5637, 9b9c, bb3e, c143, 428a, 45c2, ijac201412205o4, 2223, f182, 7c0e, e048, acadia14projects_229l, a440, acb1, fc0d, 2ebd, 527d, 3d53, fc07, bb25, 3ea3, ecaade2015_279y60, acadia14_167y, 911f, ijac201412302o7, 75c2, d6ee, ijac201614208c13, 2a5f, f189, ecaade2016_128l35, c149, b8b7, 62bb, e3ec, 9b7f, caadria2015_070f9, 8925, 4ec4, ijac201614305l3, cefb, 617b, 2b2e, d195, 08c3, ec32, 8337, ca4e, 854c, 7741, 43e2, ascaad2016_023d10, e1cd, ebc7, 82fe, acadia16_34g3, 91d1, 12fd, 5d26, 8f35, daf1, 89d5, 8b88, 3a0a, eea9, d3b4, ee51, ba5c, 4bb9, b2d6, acadia16_344p21, 7e0a, 4e72, 0bdc, 104c, a3ca, 32bd, 6601, 82dc, caadria2016_631g27, sigradi2014_084d8, caadria2017_124d33, b82d, 2fe4, b133, ccaf, ca33, 1b4b, a82a, ff98, 1172, f4ba, caadria2016_467p19, bda8, 21f3, 07c9, 8274, f8ae, sigradi2015_10.307i21, sigradi2014_075b7, 1e62, adc9, 5537, eb95, d802, 5ef7, e493, acadia14projects_473an, aa00, 22c9, b79b, 57c1, 6b34, acadia15_161a6, f2bd, ecaade2016_222t57, a945, ecaade2014_153c37, d3ad, a2d5, 4a36, 531d, 5869, d73a, 9cfd, sigradi2014_232s8, ea23, ecaade2015_83r16, e1c9, 63a1, sigradi2013_303h, 2e5d, afcd, 9eae, 9fd1, c691, 86c1, 2540, bffb, fc48, c0b3, 141e, ijac201412202x1, b9f5, 192b, acadia16_62e4, acadia14_125aa, b515, b28b, 7d33, caadria2015_208x30, ecaade2014_153o37, 50da, c3a3, fd00, 05d1, fc9f, 5541, 98e5, acadia14projects_463n, f0bd, ascaad2016_038e15, 9d07, aa71, 4f32, e1d7, sigradi2014_284c4, bdd5, 3874, 8f33, 91c1, dd46, 9687, 200d, 9b59, dad6, ecaade2015_101j20, ecaade2014_180y44, 49fe, caadria2017_132j35, acadia15_395w16, 2564, ecaade2015_148n31, af26, e17c, d625, bb2c, ecaade2014_168j41, sigradi2015_11.136r24, caadria2017_110h29, 41e1, ecaade2015_152y31, 7d4a, 87aa, acadia16_470l27, ecf0, 2789, 2278, 6355, 5903, 7f61, a8cc, 0ddc, ecaade2013r_001d1, ecaade2016_165t46, 6639, b4a8, ecaade2015_173j37, ce23, 8a71, 236a, 2123, 4d5e, 8d4d, 9c97, 137a, bf0d, 5e85, c33f, 0399, 816a, 7b1f, ecaade2014_012n2, c90b, 7e25, c607, 74fd, 872e, 83b7, 3c71, 49f4, c75c, ecaade2015_130e26, a62a, 41bb, 85c2, 649f, f316, cb91, b637, ecaade2016_225v60, ecaade2015_155y32, aee2, acadia14projects_145aa, fb29, 45cb, acadia14_555l, bd86, 5700, e544, ijac201412402v4, a70e, 2c92, d13d, d154, 4a62, f403, bfd0, 217f, 9449, d7e4, 6044, 7bed, sigradi2015_6.387t9, acadia14projects_709al, sigradi2015_6.42v7, eaed, 0e18, 6948, 236c, 70b5, bc17, acadia14_517r, 6fce, a312, sigradi2015_2.213x1, c2c5, e000, db98, 3f63, ijac201412306b3, 5414, 542e, 0e8e, 11d9, 5bd5, d27d, ecaade2014_035b9, e941, ijac201614202a8, b4be, 14d9, ac4a, 4260, 85b2, af49, 5de8, 1b06, a8ac, d598, 54a5, 9d7a, ff12, 4ad7, 3aa4, 0c84, 4e12, 83c2, 8fa9, 8d9e, 52c9, 71f7, b16c, 612b, 41cb, 65a7, ascaad2014_021y3, 7a01, 5a33, 2719, 0b4b, 19d9, 85c0, 47a6, be0d, 0c57, acadia14_339aw, c137, caadria2016_197g9, caadria2016_301v13, b57a, f585, ecaade2015_158w33, caadria2015_111h17, 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1383, fe5c, 3c5d, 0a38, ac21, eb7f, cbb7, 2c87, 8088, 7c4f, bc3b, ecaade2015_241y54, ecaade2014_072g17, 3dee, 405c, d626, 9f03, 0a71, 21f9, eff3, ae09, 6305, 101b, caadria2015_070a9, 24e8, 047a, ascaad2014_003z1, 3231, 7a9d, 6369, 0cb4, 56d7, 8af5, acadia14_473at, 45ae, 2737, 5cec, bdb5, acadia14projects_247i, ecaade2016_171f49, 241c, d7aa, bf54, 1eaa, 68c0, ecaade2016_129z35, 64fa, acadia14projects_539d, 837c, 46d9, ascaad2016_008d4, 63bc, 5cd6, 4da7, acadia14_63am, 9ff9, caadria2016_621v26, b809, aa0c, 5823, 6b69, 5620, 05d0, ecaade2016_119l32, 8bfc, 3cb7, ead7, b030, ascaad2014_017z9, 485a, b69e, 5113, 2c8f, af62, 9cf2, 6205, caadria2016_517f22, 3f04, 5c89, c704, c71e, ecaade2015_319a70, f72a, acadia15_173u6, ascaad2014_037o2, b923, caadria2016_321i14, caadria2015_139e23, 77b5, a2e9, 4950, 509f, caadria2017_016d6, 117a, 66af, e636, a7ea, 421c, 1c7b, ecaade2015_152s31, 912b, d7e6, b4a3, 9d83, 1514, a175, c56d, acadia16_62j4, d9a5, c599, 2f76, c437, caadria2015_203k29, 750f, 6e44, 8163, f546, e1be, 9f22, 8fbf, 1fd9, 0241, 32a5, 306c, 672a, a64d, 24e9, 82d1, a631, 48bb, 9711, 200a, a229, sigradi2016_777q, 9c88, 68dc, c6ab, c5ed, 8e29, 1184, 9416, 7f0a, 7f90, b9cf, 94bd, ad82, 72e1, 8e02, caadria2016_611k26, 7f1d, b44f, c4be, efa3, 6897, 448d, ef9e, 5ce3, 92cb, 82ab, 7b8c, 6689, ecaade2015_129k25, 2c45, 8859, ecaade2013r_016v8, 332c, 5ee3, b65d, 0279, 108e, 7e66, e2d3, 21f7, caadria2015_069t8, ecaade2014_149h35, e9df, 4429, 08de, 2d2b, cc4c, caadria2017_056c19, 3b47, d712, 3db0, b117, 99a4, ijac201412305l2, ecaade2015_61o12, 3595, 4b04, 9975, 7c7f, 65fd, a243, 4632, 595a, 5c80, 022f, 4fef, da57, 25df, c0f9, ecaade2016_217l56, b131, ecaade2015_271v59, c833, be52, ecaade2016_242l64, 1bf8, 6f7a, 63ea, d83a, 6f77, ecaade2015_77v14, afe8, sigradi2014_157a4, d109, ecaade2014_233c60, 1a52, 3a02, ascaad2016_045f18, 43b3, 84da, 4687, dcfd, sigradi2013_248v, ijac201412206y4, f62b, 69d4, 4d80, f894, 365d, 8dc5, 6b71, d4d7, 30e9, c09c, sigradi2015_9.152t16, fd73, 9fac, bb80, 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ascaad2014_019v2, 7d83, ddf8, db8d, 05b5, 9ca9, ecaade2015_18h3, sigradi2014_074o6, acadia15_357x15, 7c68, b6ee, ea77, d8d6, 4181, f781, de61, 187a, ecff, acadia15_161c6, ee0d, f29f, eeb0, ascaad2016_020u7, 3f43, 574e, e624, ecaade2016_217t55, 3762, ecaade2016_079p23, bec2, 64f5, 546e, 49ab, acadia14projects_281w, caadria2015_139g23, 738d, d739, ec91, 3bb8, 9244, bd3d, 9fdd, sigradi2014_018m1, ecaade2014_186u47, 08ba, sigradi2013_386r, ce60, f87e, fdb7, 5488, ca8d, ijac201513102k2, 906c, acadia14projects_661l, a675, caadria2015_209d32, 781b, 3100, 5e78, ecaade2016_007i2, acadia14_399ak, sigradi2016_801v, 5fec, c9a5, 7d84, ecaade2015_181k39, 2c8c, ecaade2016_045g12, 6cfa, 63ad, b715, ada1, 60e2, 8ee3, sigradi2016_441ii, 4e09, caadria2015_246e36, b48f, 1d29, 1758, 532b, 6be5, 16d7, dde5, 2177, ecaade2015_206v45, 1d15, 1ae4, 0f13, 9505, ecaade2016_217h56, caadria2015_122j19, 0630, acadia15_137b5, 706b, acadia15_123n4, 0103, e752, 61cb, e0fb, 3427, eb40, cc2a, 0538, 2ae4, bfb1, c114, 26ed, 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