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 ee5c
authors D Gunaratnam, T Degroff and JS Gero
year 2003
title IMPROVING NEURAL NETWORK MODELS OF PHYSICAL SYSTEMS THROUGH DIMENSIONAL ANALYSIS
source Journal of Applied Soft Computing 2(4): 283-296.
summary The paper presents a technique for generating concise neural network models of physical systems. The neural network models are generated through a two-stage process. The first stage uses information embedded in the dimensions or units in which the data is represented. Dimensional analysis techniques are used initially to make this information explicit, and a limited search in the neural network architecture space is then conducted to determine dimensionless representations of variables/parameters that perform well for a given model complexity. The second stage uses information available in the numerical values of the data to search for high-level dimensionless variables/parameters, generated from simple combinations of dimensionless quantities generated in the first stage and which result in concise neural network models with improved performance characteristics. The search for these high-level dimensionless variables/parameters is conducted in an enhanced representation space using functional link networks with flat or near flat architectures. The use and effectiveness of the technique is demonstrated for three applications. The first is the design and analysis of reinforced concrete beams, which is representative of the class of problems associated with the design and analysis of composites. The second is the classical elastica problem, for predicting non-linear post-buckled behaviour of columns and the third, the analysis of a bent bar under a specified combination of loads.
keywords neural networks, dimensional analysis
series journal
type normal paper
email john@arch.usyd.edu.au
full text file.pdf (147,537 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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a5c0, 8bac, 2d54, f118, acadia16_280v17, 9918, 43cf, 543c, 0649, ed1e, b273, 160d, 44cc, 9baf, 034d, 83ec, 44b9, 966f, caadria2015_070x8, afe0, caadria2015_185n27, 4279, 78cc, 8017, ecaade2015_278t60, 53f8, d28a, ascaad2016_039u15, acadia14_435ao, ecaade2016_216d55, 9159, 7851, b70e, cdfa, acadia16_130s9, 7434, af93, 6ace, ecaade2016_119l32, b8c1, acadia14projects_661b, sigradi2016_515l, a6b1, sigradi2015_4.219g7, 361b, 7bc1, a3f2, b588, 0d28, c7fb, ff05, e09c, ecaade2015_130g26, c0bc, f398, 3473, 01a2, df6e, af6b, eb11, a484, 3581, 4df9, sigradi2016_690ww, cb04, 3b13, sigradi2013_243c, acadia15_483k21, ecaade2016_114i31, 608f, sigradi2014_082t7, 9152, 5fcc, 43d5, sigradi2013_100h, 3651, 5bb6, 120a, 0ab7, 43dc, ecaade2016_042e11, caadria2017_168w41, bfb8, ecaade2014_184l46, caadria2015_130y21, caadria2015_084u12, sigradi2015_10.138d19, 705d, d485, 4de3, b7b8, b2e8, acadia14_219c, 0a8b, caadria2017_163u40, a04c, f82b, e480, acadia16_344u20, 238f, d84b, e9b4, 4387, acdb, b49b, 38f0, ebcc, 2fda, 2ab2, fa4f, 0a15, 39ca, acadia14projects_375j, d0a4, 6f3c, sigradi2016_685mm, 0e0d, 55d5, f3af, bce6, 14d4, acadia15_357o15, 0be0, 783b, db01, a936, 6e49, 2e12, 5167, ecaade2014_157z38, ceff, 093b, 8746, 62ee, acadia15_263a11, d996, c492, 042d, ascaad2016_024g10, 6e63, 9d7f, 2657, 2e2b, d55d, 9280, 1c91, dee1, 987e, acadia15_311j12, caadria2017_003s1, 9f78, 2668, sigradi2015_3.345v5, a44c, 43f1, ba31, 959b, 36f9, acadia16_344j20, 0773, f02d, 7541, 241e, 3bb7, d010, 69e4, fcc9, be33, d3cd, ecaade2015_318v69, e687, b960, acadia15_123t4, 10c2, 3928, 8894, sigradi2013_271m, 66ca, 18f0, 147a, 355c, a20f, d1d5, cf5c, 4881, bb76, c23b, f318, af64, 8594, ijac201614208e14, cc1e, 2f77, 7f9a, 336b, 715c, 4257, ascaad2016_054b22, 3e28, 1fe4, edd5, ad54, 85c4, 0d44, 22ce, c72b, abbd, dc68, 344a, 6063, d28d, f074, 955d, e5eb, 8aca, d530, 9317, acadia14projects_473ah, 2459, sigradi2015_3.111h3, ecaade2013r_018n9, a2e0, 4c42, fcca, 7a81, sigradi2014_152r3, 1af0, de01, sigradi2016_364mm, 2186, acadia16_124g9, eb04, aabf, 5dfd, 621b, d388, 46dc, ae95, 46a5, 1e2e, eb71, caadria2016_703n30, d000, sigradi2013_425s, ecaade2016_098d27, d71c, b22c, c469, 2b96, 4570, 6b1e, ijac201412203y1, b894, 99e5, aa75, 5c3a, 4f4d, 0f3b, 6679, ecaade2015_155j32, caadria2017_110g29, 17d2, 9da1, d6dd, 732d, 7802, 4bfa, e0ea, 81e7, 7ec4, 6e1b, ecaade2014_159j39, 82c2, ecaade2016_208o53, 1eb8, acd0, 1745, ijac201614105c5, 5c67, 1e6b, 4110, 4944, f8f2, acadia14_565r, ac72, b295, 0ae3, 61c5, afe3, c911, c741, caadria2016_611c26, sigradi2016_602l, a040, ecaade2016_011v2, ecaade2015_205c45, b396, 4f0c, 83fd, sigradi2015_2.162o1, caadria2015_190f28, 2666, d773, 9db8, c222, acadia15_223b9, 400b, e333, 3d9a, 61b1, 4fd0, acadia16_130p9, 3922, 140a, 0e8d, dff3, 3106, acadia14_339aw, 8196, b34d, a12e, ecaade2016_091i25, d94d, 4cfa, sigradi2013_400u, 995b, 21a9, 36eb, 90b9, 72a2, bed7, 0b74, 45ca, eb2d, 48dd, caadria2017_047g15, 3302, e86f, 2316, 39f2, bacb, 6df3, 972f, 8e9d, sigradi2013_117n, abbc, 7e08, acadia15_333a14, 538e, e3d6, ebc1, 6b8e, 60e9, 0d2b, 95cb, 0d6b, c905, c1d7, ascaad2014_003x1, 6cda, eb97, 0bb7, d0db, 0956, 775a, 7a1c, 44d5, 53e1, 7f96, f690, 82fa, 2ed3, 71ac, e13c, 9428, 1fdf, 73aa, sigradi2013_173n, f751, 6808, 8d66, ascaad2014_024i5, f80e, 8cd9, b82a, 2f8c, 40e2, ecaade2014_094n22, 2535, 1183, 7f34, 7014, 1832, cbb3, ec3c, ecaade2015_127z24, 83d1, c801, f00d, 9a18, sigradi2013_244s, ccd9, ecaade2014_111c25, 514c, sigradi2016_814xx, 2193, 8eb3, ecaade2016_167t47, ecaade2016_018x4, bcc2, e4a8, b1b9, dd9c, 7ec0, c43e, ecaade2015_324t70, ecaade2016_243w64, acadia16_344o20, a031, d279, d838, caadria2017_018w7, 5c66, 0499, b829, 08a4, 874b, 1ef4, 1b9c, 2cfb, 7463, 0324, 5131, f7a6, acadia14projects_267m, 33e4, fca2, 7a82, cd11, acadia14projects_661k, 4bde, caadria2017_124s33, acadia14_23z, 2589, sigradi2015_2.162s1, ijac201614305s3, 2ece, 21be, 0bcf, 5191, sigradi2014_123s9, caadria2016_683u29, sigradi2015_10.138c19, acadia14projects_291av, 0b52, 160f, 8704, ecaade2015_48x7, ijac201614103d3, 3870, 0205, 94ab, caadria2017_149i39, 208f, ae98, 0f95, ce89, b5da, 0aff, acadia15_323v12, f439, 6697, 4f83, 875e, b145, f112, 0b11, ecaade2016_mrtd66, 21bb, ecaade2015_53l9, 1448, caadria2015_073f10, 0a36, ascaad2016_049t20, acadia14_463g, 383e, 3103, acadia16_164v11, caadria2016_291u12, db28, 7979, 8645, sigradi2014_128g1, b48d, sigradi2015_8.143c12, 10a7, eddd, 5434, 53d8, 13c6, 9264, ascaad2016_028l11, 527c, ecaade2013r_009g6, 985d, 7b1c, 2399, 8923, ecaade2015_317p68, 6431, b77f, caadria2017_029i10, 9625, 8454, daee, acadia16_140o10, 9d35, ecaade2016_158k43, 88f3, acadia14projects_63d, fb75, 04b2, 0714, bb9e, acadia16_478f28, d16f, 90fb, ecaade2014_224s56, 10e2, 0b05, 5114, 05db, caadria2015_073d10, caadria2015_206m30, b7fc, 3574, acadia14projects_301i, 5315, a1ba, 5bfb, ijac201513103u2, bf72, d5ed, 2187, 743e, caadria2016_507i21, 9385, a9fa, 64aa, sigradi2016_659r, b573, 8cb7, c701, acadia14projects_199ae, b598, 2355, e7b1, 64c9, caadria2017_086m25, 9e19, 733c, 1377, 32d0, ijac201412304i1, de6c, 5f10, 4302, 6bf6, 6384, a3b6, b038, 51f0, e2b6, caadria2016_725j31, 34c0, 5ac8, 5b19, 1bd7, eff7, 3b70, 8f75, fa62, ijac201513103v2, 6faa, 0e0c, 3d97, 2060, 6df7, 564b, e564, 8f3a, 8105, b5cf, 9a55, caadria2016_683n29, b84b, 7081, 6f59, facb, 3e41, a784, 5e36, a5b2, 876e, 2e9b, 5572, 91fb, 6da5, 1f2d, 4713, 668a, 406e, sigradi2015_11.142i25, 9f83, a505, 2afc, 831d, 6db0, aca0, f129, f55c, 75ff, 335a, c841, c1b0, b0dd, b61a, 9c17, 91b2, acadia14projects_199ad, 537b, c1bc, b139, sigradi2014_291p4, b1ff, 9450, 1c35, 05e0, 020a, 1724, 8c26, cd83, 86ae, acadia14_589g, 2608, 201b, ecaade2015_332r71, 1a2d, acadia14projects_357an, 4bf0, a849, 3e22, caadria2015_014o2, ae0f, 36e7, sigradi2016_817c, acadia14_153at, e975, 6ae4, 60e1, 0cbf, e529, ecaade2015_180c39, 7e87, e513, sigradi2014_265s1, 4b61, c3f0, a8b0, caadria2015_087r13, 952a, 03b5, 4636, 0a14, 500e, 952f, 6262, 2f9b, acadia14projects_33ak, ecaade2013r_003e3, 171c, 5f18, fbbf, 05ee, 2104, 7d9e, caadria2017_030y10, 9dfb, d79f, 7785, c074, 6641, a30a, 76ae, ijac201412201l1, c737, ascaad2014_032s9, c39c, e3fe, 0848, 119b, ijac201614203o8, 3f31, 5b6e, 9fbc, c164, f3e2, acadia15_69n2, 3b5c, ef22, c7fc, 3a5b, a4ed, 0206, 062d, 5a07, 90b6, 9961, sigradi2013_184a, sigradi2014_192r6, 46f7, 8c74, 37d9, 1a59, c742, acadia14projects_167w, 8808, ecaade2013r_002y1, bbf9, ascaad2014_023b5, 3cc4, sigradi2013_429m, ijac201513203r6, a98d, dae5, a48e, ebeb, c5b1, 2ae8, 93ed, 340c, 42e3, sigradi2015_6.183l8, 9d4d, 1f96, ec70, 77b3, caadria2016_611y25, 66eb, ijac201513101h1, b3cd, 5f5f, 3bf2, a255, 034e, ascaad2014_016i9, 5ad2, ecaade2015_304g67, 5529, 57f5, 40df, ijac201412305b2, 0cc6, d119, eb46, eca2, 8fa2, fbcb, 4a35, f710, a268, 7f59, 525b, 8ea0, c6ea, ascaad2016_016t6, caadria2016_073b4, ecaade2016_111t30, 6800, 19bf, ijac201412403u6, a3c5, 923b, 91f6, 04af, dd72, d6b2, 8003, 3fe8, bf2f, 214b, 571b, bc4f, d966, 9857, 1daf, caadria2016_673x28, e874, 53e5, acadia14_237at, 0042, cde9, 1ca5, 407c, c6f9, 16e3, 55f2, 1b87, e25d, 93c9, ijac201513305o12, 8cad, 3612, 0e2a, 8589, 75cf, ascaad2016_007l3, 41e2, e097, acadia14_497u, 249f, e8e8, b89f, caadria2017_063d21, ijac201614208i13, df89, 5093, 65f5, 341c, 9848, 8c79, 4c27, 057c, 075e, 45ae, 34a7, 10e7, 657b, c09c, 2905, 494d, caadria2017_030w10, abe0, ijac201614207k11, 3432, 2693, ad5f, caadria2015_049h6, e51b, sigradi2014_252t9, e1b6, sigradi2014_213p7, f6d4, cfc1, 7770, 63da, ced3, caadria2016_487r20, 1bc1, c74f, 4550, 5393, fb2f, dcfe, ca01, 74ae, acadia14_43aa, 8312, ijac201412401m3, daa2, ce3b, 1b47, ce36, caadria2016_517j22, 6868, 8892, 7c2c, d48b, ecaade2015_271x59, eb92, ed52, d7b3, ce6e, bfd3, 30d6, 33fb, 95e1, 07d0, bc3b, sigradi2013_414v, 0cf4, f057, 59ca, 4feb, 8cf3, 3c4b, ecaade2016_222l57, 1bed, d274, 2d1f, sigradi2014_213u7, 4895, c5e3, 093c, ce8c, 1e6c, 9d7e, 5ddf, 8ade, 2d90, e031, 5c55, ascaad2016_023d10, 3e3a, f053, d510, 47d0, sigradi2013_138p, c5f7, aa09, 2992, 39b8, 0b54, acadia14projects_365ad, 3cfd, sigradi2014_159g4, 2dcb, 7524, f636, 213e, 7e7f, c84a, 8d27, acadia14projects_153az, 185a, ecaade2014_173c43, sigradi2013_285a, d3c6, aa71, 83c7, sigradi2016_490kk, f3b4, ecaade2014_163f40, 3562, b305, 7702, ecaade2016_243d65, ijac201513303v11, 69ef, 9bec, 8bab, a481, 576e, f05e, 5de9, 37fb, 28bf, 78ca, 6895, ba24, 489b, a0a3, 0772, c16d, 6468, c561, 7f1d, acadia14projects_435ag, a79f, ff26, sigradi2016_655i, 7cc9, 0a0d, 9411, 8ed5, 1dd2, caadria2016_683r29, dea8, c9a9, 08e7, 5ee1, d195, 3ad7, 0b4d, c062, 5b68, ecaade2015_240t54, efdc, 077b, 13ce, aabc, d271, sigradi2016_571uu, 6834, 8741, 5aa5, fe9d, c0e0, 50d3, ijac201614105n4, 7f51, f198, ecaade2015_296r64, 35a0, 8947, b506, cbb0, a59b, 8ac7, ascaad2014_010m5, 0720, 0c8c, 0e25, 1fb9, d9b5, sigradi2016_421xx, f53a, 7c4a, e01a, ecaade2015_118s23, e177, 437d, 5a82, a31b, 448f, 77c1, 45bd, ijac201513101b1, acadia14_357b, 02bf, dc5b, b23d, ca14, b4c2, 572b, ecaade2014_024u7, fd28, acadia14_199ae, 1a92, 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d9c2, 8c5f, 5984, d0e5, ddd5, de57, 4eee, 4f24, d558, a6b8, d00f, e8c4, 25dd, c621, 647b, ecaade2013r_007b5, b89b, 7260, 6a19, c3dd, 1f66, c7b6, 951c, 07ae, ecaade2016_162n44, aa57, 795b, 4965, eaff, f3b9, 4249, 5ab9, caadria2017_031m11, 7cbd, 5ce6, 96d3, 719b, 34c9, d34d, d97f, cc29, a737, 77de, caadria2017_125a34, 0f98, 21e8, e7fe, 49ac, f39a, 9d28, acadia14projects_53o, 6884, sigradi2013_46, 73ad, c9cf, 93ca, 21fe, 3ea0, 214d, 7396, 309e, sigradi2016_710ll, caadria2017_041g13, 9b66, sigradi2016_415ii, 7945, sigradi2016_732j, 9995, 0926, fa99, 78cf, a773, 8de3, e51e, aa8f, 0533, caadria2017_058o20, 5dde, 41d1, 3621, 4445, caadria2016_321h14, 8e24, 580d, 50a5, dc4f, eb07, 09f5, 3ff9, 8bcb, 1348, 9776, 3825, 21ed, de4c, caadria2017_023c9, 2c3b, 275b, 2f1f, 74ee, 679e, caadria2016_209z9, 4d92, 6f5e, f805, c399, 8be8, 4f96, 4148, 690b, 0a19, 77db, e8fb, 66ee, 518f, 2742, db08, 57a0, 9eef, 1e0f, 5b16, 2950, 53ea, 5ac7, acadia14projects_145ag, ecaade2014_218m55, 6598, caadria2017_051p16, b509, 3e57, bc2c, caadria2015_054l6, 23e5, 1f52, ecaade2014_153r36, d91e, 7025, sigradi2013_285e, 1ec3, acadia16_12c2, 2995, 76bd, 3f22, 85a6, 1b2e, 346f, 8a29, cf7a, 3a9e, a4a9, df1c, 1e3d, 443b, a9d6, ecaade2014_089v21, f7e7, ad40, 87af, 3d96, e8ba, 9118, ecaade2014_072k17, 2c16, 0c52, d156, ac5e, bee4, baa7, b51c, 6ab8, 42d8, a0e5, 6b92, c0c6, 15ef, 6a29, c5ca, ecaade2016_157a43, 9867, fec8, 6c45, 1eae, ad9a, ea12, 4339, fb82, ascaad2014_019p2, e3bb, 3bf4, 7c52, da7e, cf80, 20b0, b720, 01e4, 8bc5, 74da, 06a0, ed5a, 4384, 1dbf, f6af, ecaade2014_198r51, 6e09, f3c4, f5d9, 0300, 3a15, e591, 838a, acadia14projects_627f, acadia14_463i, sigradi2016_448z, d401, db8f, 6cc9, 4276, 2476, b779, b1ec, ecaade2016_118u31, ae18, 1754, c9bf, 7a4f, d86c, 3532, ab4e, ecaade2015_180n38, 027f, 7c4e, 837d, 1bce, 4131, f749, 5f03, 5d2e, ae3b, caadria2017_079x23, 4a84, 4f7e, f466, 0ddc, b040, 54a2, ijac201412403c6, 9657, 9147, 15e5, e74c, fa98, 2c9b, 402d, 4591, acadia16_24x2, 0b5a, acadia14projects_375d, f413, fc8f, 1e53, 0472, sigradi2015_3.65u2, 6d83, ee92, 6125, 392c, a71d, ecaade2015_144g31, b6c5, ascaad2016_038t14, ijac201513103b3, ascaad2016_049u20, f815, 31e7, ecaade2015_253z57, acadia15_185r7, 5c3d, 78f4, c2e0, caadria2017_074s23, 8381, ijac201412205x3, 2c5a, ijac201513103p2, 49f7, acadia14_517r, 7a4d, 5364, e770, 01df, caadria2017_124e33, b4c1, 9954, ecaade2015_273e60, caadria2016_343m15, 3496, ecaade2014_088i21, 014b, 2782, be64, acadia16_24o2, b34b, 0066, f45e, ecaade2016_152a42, acadia16_394j24, ecaade2015_113t21, ecaade2016_221x56, caf8, d155, 9359, 0197, acadia14projects_445ai, df9b, caadria2017_095c26, 51b5, b485, a0ab, c2e7, c57e, ijac201614305h3, 139d, 6102, 3cd2, 523f, 2be6, f7a5, 1fe6, caadria2015_114i18, ca13, 305b, 121c, 3ab0, ec44, dd4b, e0e9, 54b7, caadria2017_145e38, 2818, ef65, 6fa6, ecaade2014_182y45, 7b6d, f26c, e6dd, ec3b, ijac201614305e3, 24c4, 3af3, acadia14_357ap, 5474, d956, 60de, 11d4, 11fc, d546, 8be6, acadia14_339al, 577a, 235a, a93d, 204d, 9b65, f3cc, 3dac, ecaade2015_293c64, 5447, 9920, bfb7, 1f9a, a7d5, 2835, 2940, d602, d949, df9c, 0cbc, 7103, 80f5, 6810, de0f, 8b76, 1c50, 04ce, f641, 726f, caadria2015_099u15, a78e, d85c, c609, ijac201412207e5, 8d6b, 3184, 0970, 4f4b, acadia14_539g, 53a3, fd13, 2c5c, 9c1e, acadia14projects_101o, ecaade2015_64g13, 87c8, ecaade2016_037d10, 2d5f, 5f15, 8834, acadia14projects_33ag, e7f6, 7a3c, f0b0, 6d03, 5ad1, 222d, acadia14projects_317y, 68bd, 14c2, 70d7, 2ae1, ce4d, 7271, 167a, a61e, ecaade2013r_002b2, fe96, ijac201412306w2, 4b74, 33e1, 8e08, a037, sigradi2016_732o, acadia14_199ah, 9335, 4679, 2a90, 2be7, a5a7, sigradi2014_114o9, sigradi2014_330c7, 9b23, acadia14_247x, caf3, 4ab2, 8457, 084e, acadia16_140t10, 888e, e754, 7ced, a6ea, dc55, 3eaf, e1ec, 0eee, ea1e, 4c71, 88ee, 3cb4, 53e0, f49b, 88ae, c430, 35c1, 1685, 77dc, caadria2016_529v22, 7827, 41c4, acadia14projects_435ab, 3845, 9442, cd3d, 8dae, c7d0, 44b8, 184e, ccd0, 1167, d49e, 1a5f, b116, ecaade2016_098b27, 9538, 0443, 80bc, 7d25, 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7706, 285c, ecaade2016_166k47, 833b, acadia16_140l10, 42e9, sigradi2016_654uu, ef0d, c336, 76d3, ecaade2014_023l6, e8a8, 3882, ecaade2016_040n10, ijac201513304a12, ce98, 52d9, 9c32, caadria2017_182o43, 1ac9, 5e14, 26d6, acadia14_681ar, sigradi2015_13.316x28, 7f83, bccd, acadia15_137d5, caf4, 6f0d, 9704, 5755, eef3, 7fd5, 639a, 15a6, bec1, ba79, c58d, 65b3, 4f3c, ecaade2015_297h65, 1bbd, 4b09, 9cdf, ca29, ecaade2015_138k28, 18c0, 6d8e, 51fd, 2cb0, e9ad, c401, c4db, 82f1, a877, 768e, 6fc5, 7e36, f38f, 61bb, 49c0, ijac201614104f4, ijac201412403z6, 3692, fb7f, 907b, 4a9e, ec4b, 47ed, 9422, acadia14projects_409l, 26a5, aa79, 51e8, 8a61, 26d3, caadria2015_233g35, db36, 289a, f7a7, d390, 68dc, 7797, 73dc, ecaade2016_006k1, 5776, ecaade2016_032x8, 8089, ascaad2014_037m2, c464, 8195, 2fbd, 843f, 880d, a865, eeea, acadia15_185w6, c521, eab1, e8f1, caadria2016_579z24, af70, db72, 9a74, sigradi2013_345m, 2e23, 4f9f, bbd4, e011, 5a08, bb8d, 3a65, c091, 8b69, 0644, a938, 377f, f233, b04a, f43d, 4247, 11d5, acadia14_365ak, 8d28, 2dc8, ecaade2015_130a26, a8b5, ecaade2014_214s54, 76b4, 2540, 5149, 8a8e, ecaade2015_138g29, 4836, 15d9, 0be6, 75b0, 2f9c, b52c, c421, 6ba6, b312, acadia14projects_153ak, f404, 2fb4, caadria2017_052r17, 972e, f838, e6ee, b296, 0f3c, 3c12, caadria2017_104a28, caadria2015_087y13, 2362, 36e6, sigradi2013_358, ecaade2014_198m51, c91b, d582, 835d, 426d, 0cd8, acadia14projects_463k, ecaade2014_044e11, 4a0f, caadria2017_145h38, 92af, acadia14_601ai, ecaade2014_122w27, 1259, b268, 0742, 8cc4, c84b, 6393, ecaade2016_136x38, 21dd, 935f, sigradi2013_268i, 3d27, 6ee5, 9434, sigradi2016_647mm, a702, c25b, 81fe, b525, ijac201513205w7, 6e0e, ca7e, 5b14, caadria2017_063c21, a9d3, ecaade2015_173f37, dbfc, a171, 289d, a55c, 860c, 45c4, sigradi2015_9.152u16, 60c5, 7f23, ecaade2013r_001f1, acadia14projects_301f, d6a3, 0c7e, sigradi2016_400j, ascaad2014_025p6, 6ae9, acadia16_372c23, 4a6b, f572, 3502, 30c7, 6b49, ecaade2015_53u9, 7410, 2528, caadria2015_185m27, edf4, ecaade2014_057g14, 2603, 8909, f00e, 31f7, 9c48, ecaade2016_129c36, 6023, 111e, ca70, 0e60, 7d6c, 87b5, sigradi2016_510yy, 1c0a, 2587, caadria2016_291s12, bd5c, 7867, c799, 69eb, ca68, 76d8, 0200, dfa3, fa1c, 5604, 3183, 4d4f, 6331, sigradi2013_343j, a5ed, a638, ecaade2016_095d26, 28c3, 2964, a4bc, acadia16_224x14, caadria2016_343j15, 1812, sigradi2014_052p5, ba23, ecaade2014_011a2, f580, 0ffa, acadia15_57s1, 9f89, d1a6, fe00, bf97, f19a, 3e9d, sigradi2015_4.219h7, 62bc, 9ba2, 411f, e7c7, 3d4c, 66f0, 7b4f, ba78, f8c1, 848a, 7a58, 8621, ef99, 85e4, d48e, e7ac, 3371, eb67, 728e, 6491, 43fe, 9483, ecaade2016_127b35, a7f3, 1f14, 32a8, 2728, 100f, acadia15_371g16, f1ed, dadb, e5a5, 965c, 66e4, bf56, 84dd, ecaade2016_163t45, eb77, acadia15_137c5, 65a1, 6bec, c647, b8e9, 5976, 6af1, caadria2015_031t4, 4701, ijac201412301w5, sigradi2014_282n3, 11e4, acadia14_531u, 0ff3, ecaade2015_114a22, 5368, 79bb, eb64, b27e, d8a2, ijac201614205n10, 2218, sigradi2016_807ii, 103f, acadia15_137y4, 34fc, 273c, ecaade2014_086y20, faa7, 8cc3, ff8e, 334e, a58c, 711f, sigradi2014_084y7, 487e, a35c, 7dd1, 3b28, 0194, 658b, 2deb, 0d80, 7d7b, bdee, 3e50, caadria2017_043a14, 75be, 2891, 9bf2, fe6e, sigradi2015_sp_11.278n31, 59ed, 2983, a95d, 719d, 4480, 5f1a, 4bc7, 3895, 4a7c, 442c, 4660, 0607, 4721, b433, ecaade2016_080y23, bef4, sigradi2014_048s4, 6d94, 6d5a, 993e, 3833, ecaade2014_214n54, 0170, 1787, 6473, 96da, ijac201614208b13, ijac201614201c6, d0c9, 9aec, aa0e, 76b7, acadia16_414c25, fdc9, 0e28, sigradi2015_9.152r16, b7a9, 0323, eb3c, c92d, 989c, c381, 75a3, edac, ascaad2016_040c16, e680, a192, f518, 88ac, d090, 7349, sigradi2016_625ll, ee62, 0d49, cf18, 8795, 787a, sigradi2015_8.264j14, f09c, 507f, 8f90, d614, 655a, a02e, ecaade2016_151k41, ecaade2014_052h12, 4199, a6c9, 65f2, f681, caadria2017_086k25, ecaade2015_139w29, 413d, c138, 0393, e186, f7ee, 148e, 8d5a, d08f, a82a, c944, 21a6, dc93, b4ac, e070, 1be1, 6819, 8e97, 7608, 0a92, 3b56, 0427, 414c, 045e, 59cb, 53db, 674a, 3abb, ec78, 680c, ec29, 976f, 7c5f, e5f5, 6f64, 9923, 61d1, 8337, 9aa3, 677f, sigradi2015_9.152a17, ec5b, ascaad2014_006v3, e864, e455, 74d7, a22b, 4cee, 9cda, 86a6, 84bd, 5330, ijac201412206v4, cf69, f714, 7db7, sigradi2014_266i2, 06f7, 2611, 02f8, 45ef, ad60, 9948, a184, b4c9, acadia14projects_53u, cc2c, d978, ijac201513201n5, 825e, ecaade2016_139h39, 3f07, 4694, 74d6, 9313, ascaad2014_014o8, dc1c, ecaade2016_119v32, caadria2017_183b44, fd0d, 50d1, 5d2d, 2a93, f3dd, ijac201513203b7, f51a, 9e18, 2266, 8713, ed0b, 1498, 04c6, d415, d69f, 6900, sigradi2014_032f2, acadia14_479c, a610, 510c, 3531, 84df, d030, c200, 3a88, 1e20, ecaade2013r_012t7, 196a, c9f5, 5185, b17b, 4b7e, 05e9, ijac201614201e7, 6496, a410, 75a5, cf1e, c3a2, 52a8, 0937, sigradi2015_3.370y5, ecaade2014_052s12, fe35, 8529, 40b7, 02a6, 2424, 14d2, ecaade2016_208n53, caadria2017_163m40, c4d7, 539f, 4ca3, 7a93, ecaade2014_224z56, acadia14projects_167aa, 3e8f, efeb, 9ed4, acadia14_229f, ijac201513206v8, 7de4, 4efc, aba6, c892, 1c9e, d681, ijac201513105u4, acadia15_343w14, 0172, 6a64, ec39, 8633, 8cb5, ed5c, acadia16_372h23, 80c3, 97dd, 4061, 49ef, c541, acadia15_57j2, eb61, bef8, 8c16, 96a3, 9fb9, c9a1, 9275, 714a, 238b, b1ea, acadia16_140a10, ecaade2016_225v60, 927c, 7871, 78d1, 902e, 2129, 4caa, 7377, b5aa, caadria2016_693d30, acadia15_123m4, ijac201412405j8, 0e29, c63c, 38cf, e0db, 7fdb, 3c6f, 6455, dfde, 6751, 0927, 6369, 9d81, ecaade2016_154u42, ddac, e9d8, 9a64, 8576, 4ee8, e6f8, 64b8, c472, a3a6, 65fe, fa74, 2b91, 0c78, 7246, ecaade2016_tkoy66, cd18, c1c6, f32b, b9fa, bbbe, c7bf, 1f00, 9f67, 3292, 51f2, c57d, 053f, af2e, sigradi2016_602yy, a355, acadia14_463av, 4b1b, a15f, c6dc, 47a2, 76b6, a5a8, 2849, 2fbe, b29c, 79f6, 72b6, 9233, acadia15_483s21, ba61, caadria2016_157n6, 5f38, 895d, 9d30, d49b, 8e4b, ecaade2016_040p10, feb8, 42b9, 9153, be47, 6c4d, 104b, 0af0, ecaade2014_153h37, a8d8, 2051, b870, caadria2016_507t21, caadria2017_190p45, 9f3a, ijac201412303l9, 9c90, 1086, caadria2015_078e11, d012, e5be, 7abe, 2879, c576, 9148, d323, 5e13, 6458, add4, 7710, 32b7, 4bed, 5a5d, ecaade2016_047p13, ecaade2016_tkor66, 7936, aacf, acadia14projects_497v, 58a1, ascaad2016_005w2, d42c, caadria2017_055j18, f2b7, 3694, 32e5, 8a20, 156e, ijac201614303r2, ecaade2016_072k20, 9613, ijac201412406g9, 7a6a, c3de, ecaade2016_140t39, 8c65, ecaade2015_229a52, 7bc9, ecaade2015_314l68, e3a6, 7bd0, a84a, 0abf, acadia16_372d23, b282, 608b, 6570, c3ef, 477f, 5ade, 5bd4, ecaade2014_138j30, a526, 21ea, 6733, 2548, 5c3c, acadia14_681ap, ecaade2015_35c7, 5308, acadia15_323x12, c827, 070b, sigradi2015_3.345s5, 91b6, 2b23, 72ec, acadia15_110x3, caadria2015_213y32, dc2a, ea8a, 1f23, 75e9, c2b6, 757a, ijac201412301r5, ascaad2016_011h5, ecaade2016_223v58, caadria2015_070i9, 0dad, 3d03, fdb5, f176, 3536, 887e, ecaade2013r_009y5, 7ac2, dbf0, daec, b8fb, ecaade2014_186v47, 671d, caadria2015_004k1, ecaade2015_35w6, caadria2017_004s2, acadia14projects_709am, ecaade2013r_012p7, 101d, 2e79, 0107, caadria2017_132i35, a2c6, 7cf0, 286d, 13da, 6f88, f9ea, 80fa, 66c4, a77e, acadia14_389ax, d0ae, caadria2015_137o22, 3e3d, sigradi2016_446e, 413c, 54b8, 49ee, 00b9, acadia15_173o6, 8a7f, acadia14projects_579e, 9859, 6c71, cb7e, 412e, caadria2017_074n23, ce12, c5e9, 1fd4, 6c05, 345e, ascaad2016_042u16, fddf, 7bdc, caadria2015_114v17, 4635, c302, da02, ecaade2015_155s32, f4db, 7c40, ijac201614204m9, a98b, 2b46, b707, caadria2015_067g8, f201, cd6c, c5ff, sigradi2015_10.309h22, 8da3, ecaade2014_195o50, e495, ecaade2015_317j69, sigradi2014_284w3, acadia14_601z, be2b, acadia14_317ac, 20af, acadia16_154k11, f96e, 1c97, 228b, 10f1, 20d8, 1abd, 1c74, 3bbb, 519a, 68fd, sigradi2016_490hh, sigradi2014_037z2, a2d2, 6bb4, ecaade2016_087r24, ecaade2016_068n17, 94e5, 2b3d, 8cc1, 8e34, ecaade2015_48a8, 979e, ascaad2016_026t10, c3c1, acc3, 8255, 1a4c, 6130, 507c, 2a6c, 62e0, ecaade2016_198m52, 1c0f, b99a, c716, 11a2, a413, 663e, 35ad, df6c, ascaad2016_044z17, 53ca, c4bc, 3eec, 844c, caadria2016_683v29, e81f, 8fbe, c16b, 4fe1, acadia15_251m10, df41, d57f, 3683, 118b, 424f, 6840, 21d3, 1cef, 21c2, 874c, f7c0, a7ad, f88d, 539c, ecaade2015_161f34, 39aa, 16f0, 574f, 33ab, dc96, fce7, 88ea, ijac201614301c1, 6e58, 3ff6, bff1, ce09, 98b3, 4467, 917a, 1fa1, f888, ef5e, ecaade2016_046b13, 295a, acadia15_483g21, ijac201513201w5, c563, caadria2017_145d38, 24bd, 0800, b7f5, 6501, 2184, 97a7, 444d, 4bce, 9e54, 6dfd, db78, e572, acadia16_344z20, cb2b, 5704, b0f4, 3b4d, 584a, 47ac, 1530, 0334, 54e2, fcdb, 1ad0, e11f, ecaade2016_210i54, 1955, 43cd, ade7, 2405, 4e1c, 7495, a5be, ijac201412301c6, e5d2, 0041, fd9d, 2c50, 61b8, ascaad2016_028f11, acadia14projects_671z, 77ce, 2ce9, db67, 4fb3, 1937, 88a4, 0942, 565d, ijac201412201f1, 079e, 5c39, c502, 105f, a699, 4d1e, 75cd, a510, 9e7c, ecaade2015_37e7, 0b59, sigradi2015_3.394d6, 3c54, bf5b, caadria2017_052s17, 1431, 79f9, e5c7, sigradi2014_313b6, 152b, f1a7, be0f, ecaade2014_046p11, ef9b, 9296, ecaade2015_18b3, 4db7, caadria2016_683j29, 55b0, 75da, ecaade2015_194w40, ijac201412301y6, 491d, caadria2015_126b21, 4b48, ecaade2014_014z2, dbd3, 85fa, 088f, e37b, sigradi2013_226a, 0ff1, 453c, 3f98, ijac201412402o4, 7262, acadia14projects_655ai, fa54, 433f, 98cb, 4d71, 0b40, 31b8, acadia14_135x, 83f7, 806c, 4c3d, 6b0c, 5645, b916, 02ae, d686, d4ee, dbc8, acadia15_185c7, ecaade2016_241e64, 91f2, b458, b07a, 482a, acadia14projects_199aa, 0d42, 8313, 9197, e245, 37c1, a6ee, df25, 846d, ecaade2016_118t31, sigradi2013_359l, 1c6e, 7715, 5960, fd68, caadria2015_086o13, ee07, 1d9e, c76c, 6183, ecaade2014_072j18, 39cc, 7fcd, 179f, 3988, b683, a740, b7ec, 5a12, 90e9, 5980, 0edc, 44ff, c291, ab08, e1f4, 9ebe, ff6b, 14d1, cc9b, 1c2d, 1e42, 95e4, b7e7, a8af, a466, f8c7, 773a, 801a, 7060, 9431, 2263, 8347, ecaade2015_195g41, 2b97, 6582, ef6f, f918, 5731, e9ab, fea1, 300f, e3ea, ec74, acadia16_470h27, ascaad2016_058e23, sigradi2015_11.165v25, 8364, 13a1, ca61, caadria2016_487u20, e46f, 4964, a758, 4a3a, 6920, 5cd6, ecaade2016_tkou66, c039, bf75, b050, 5626, 9abf, 22f2, ecaade2016_113w30, ijac201513102m2, a9c4, b2fe, c250, 2224, 6632, ff4b, ed7b, 6f71, caadria2015_060x6, 3fc5, e1e0, ba51, ijac201513104s3, e8e6, 38d3, a456, e5fd, bcdc, 9e6f, 4bcd, c94f, 88fc, 34ee, 0490, 14d6, 347a, 2a99, 1ee0, 5f2b, dccc, b5bc, 7cfb, 5a60, ec20, 76d4, 6e7a, 8277, 0e1a, a804, ijac201614305w2, d20d, 981c, 393e, acadia14projects_365ae, e442, a1d0, 6959, f779, 2c2c, 425e, f80f, 12f4, a7fc, fabc, 7ec1, 42ff, fb08, 7502, 37b3, 2e05, 74a3, 5a78, 720c, e316, 2473, cc48, acadia16_140u10, 8035, acadia14_375f, 151f, ecaade2016_198v52, eff0, 91d4, 37e5, ascaad2014_033f1, f5d8, 949b, ascaad2016_042x16, b8f4, f9ae, a5c1, acadia14_609ak, a2d0, 8cf8, caadria2017_115h30, acadia14_43ao, f28a, ijac201412201g1, 5d39, sigradi2013_407b, 672d, ijac201614204k9, 3fa6, 1728, 889f, 5c42, 1eb3, fe2a, 4f70, 5e55, d44c, 9fb5, d84a, 3a7f, e52f, 8fba, ce22, 794f, acadia14projects_531u, cd19, sigradi2013_267, b6a7, acadia16_214x13, 7026, e401, 8a46, c506, e3b9, c3f1, 0d96, d106, 4de1, e063, 0bc5, 00f3, 45ec, 679b, 7c2f, ecaade2015_176t37, a5ef, 2214, ijac201412408t1, 2112, bdf1, 0f2a, 87c9, fe75, ecaade2014_014b3, 548f, ecaade2013r_001r1, 9578, d059, 945a, ecbd, 1131, 9cb4, 2573, caadria2017_070g22, 8478, d967, 8182, 8b03, 826f, f9af, ecaade2016_068r17, 6583, b489, d4d2, 19b9, 98e9, ascaad2016_043j17, acadia14projects_79aa, acadia14projects_189a, 8cba, 9800, c772, 87d8, f1f0, 4f47, acadia14_661h, sigradi2015_1.320h1, e8d6, f3d9, 2757, caadria2017_030a11, 7772, df05, 92e9, 0bba, da34, 2fa2, c44a, 4e9e, c8c0, 49d0, 8bc0, df77, b689, ba11, sigradi2016_510xx, 5808, ed7e, 689a, 50f6, bfec, cd73, 9bbc, 1c7f, caadria2016_663n28, 6fbc, sigradi2013_401h, da3c, sigradi2016_621ff, 674f, 3418, e0ce, 2f3a, 13bf, c4e1, 49e7, 10fb, 9ef8, ecaade2016_073c21, e972, 1acd, 2939, ab2b, 3cbe, 6933, 2033, 3573, 2aaf, 56b5, 8837, 2d35, 3cdd, ijac201513203i7, 02fc, 2b7d, 7445, be54, sigradi2015_12.19c27, ff35, cfe3, sigradi2016_484pp, 8fb4, 54db, b27a, 89c0, 10d2, 4688, ecaade2016_027d8, acadia16_24n2, caadria2017_043g14, a31f, sigradi2016_770o, da92, e3fc, e743, b8ce, e384, 7690, 9750, 20d9, 09dc, 1e5b, bf0b, 79c7, d19f, d7d2, c568, aaf5, 5123, 1297, 2990, d100, 8f9f, ae65, 3506, 14af, acadia14projects_463r, ecaade2014_192x48, af47, f420, fc42, e3a8, 82ba, 41c7, acadia14_63ab, 15a5, 9494, bb99, f1a8, d565, sigradi2016_595cc, dfe4, sigradi2014_265v1, e86b, f9e9, 4a0a, f70e, eebb, 75dc, ae3e, 1893, 5931, 0090, 3521, acadia14_189au, ecaade2014_195n50, 79fd, 593c, f433, 0e54, d416, b7fd, de12, 5f4b, e4f2, 5313, 2af2, 93b0, acadia14projects_79y, 21ad, fe3c, 51e2, be9e, fc0a, 7f8d, 5f5a, eab3, 8a9e, 0b3d, 7fa8, f26a, 5b01, ecaade2016_078b23, 822c, fc0f, ascaad2014_029g8, 981b, c38a, cba2, fa03, ba77, 9609, 3049, acadia14_427ar, 918e, ebfb, 2aab, b984, 444f, 1206, 57fc, a1a6, 4f7a, cc6e, e2ae, 6ed8, 0759, abd7, 63b9, 94e9, 40f8, 43fa, ecaade2014_177s44, c205, 7594, 04aa, 169e, ecaade2016_011p2, a914, sigradi2014_032g2, c729, e5f4, 03de, 87fd, 389c, f23a, 85b3, 89eb, 42e1, d666, caadria2017_115j30, ijac201412204a3, b825, 1b19, 0d1e, 9868, fa17, aa7f, 55d1, 9de6, 5cb6, ca98, 12af, 0be1, 708a, 5de7, 5e11, 00df, sigradi2016_602d, 6de3, 3733, 2899, 3a08, caadria2015_220h34, ascaad2016_023x9, 487a, caec, d1dd, f05a, acadia14projects_463av, caadria2015_078j11, ee01, a288, cc5d, 2f3d, aed8, 628f, d33c, a2b6, 918f, caadria2015_114g18, 25cd, 10c8, 46f4, ecaade2015_77e15, ee47, caadria2015_137n22, b9ea, caadria2017_046u14, ecaade2015_35a7, 28d1, acadia14projects_339ae, c0ab, 0c14, caadria2016_301t13, 9cb0, 6730, 18b9, ecaade2015_230b52, f740, 43ac, ecaade2015_18y2, 1ca6, 9dbd, d59b, f397, 4958, bb2e, caadria2016_871n37, eda3, 0c7c, 1eea, a945, d0c4, ecaade2014_145g33, e9e8, caadria2017_008x3, 98f6, bb4c, b888, 1fc0, 326e, 873e, 0c85, 99b8, eec2, sigradi2016_426f, 7a00, 74ba, 431a, 88df, ff60, 45c2, 1165, 3979, 989d, ecaade2016_199a53, f8e6, e0f6, 9967, c958, 7124, 7c78, a3d3, acadia14projects_375g, 5e52, 3851, 2f16, 70de, 638b, 5caa, e3e6, 94d8, 2482, 84e9, 10e5, 6a3f, 1dc0, 5dff, 01dc, cff2, e631, c34d, 7404, ijac201412407x9, ascaad2016_017x6, 3329, 7cf3, c47c, aa2f, acadia16_352b22, f4e0, 8430, 796c, d7f4, 149c, d9e4, a3fc, b94a, ba59, ae5e, efa3, 10a4, caadria2015_218z33, 81fb, 439f, cc6c, 2301, 79b9, 9099, 6860, eee6, fa83, d41e, 856d, 4c91, caadria2017_145u37, ecaade2013r_006u4, 2dbc, 2f98, 4460, bf22, d121, 9ed3, c02b, 6251, 8c1c, 5556, fe6f, ijac201513303e11, 84ad, 7058, ecaade2015_298m65, 7c7d, 6e5a, cef8, 2c2a, 0f08, bd9a, 3461, fab4, 389d, fdbe, 3dfb, 52b3, fbea, acadia14_339y, acadia15_431j18, ecaade2014_057t14, db42, 44c8, 8fcb, acadia14projects_81m, dc16, 1dbe, 6cce, e256, f632, e54a, d480, 0fa8, ecaade2015_115y22, 5ce9, d01e, caadria2017_174g42, sigradi2016_455g, c707, c546, ecaade2014_149v34, 82bb, acadia14_237ay, sigradi2015_11.165t25, cfc2, e6b5, ecaade2015_114i22, b07e, 27b6, 3ec1, 6d5b, 1474, c0dc, sigradi2016_777ee, e6bb, bad3, ecaade2015_173j37, ecaade2014_168o41, 8065, b0b9, 2894, 6c9d, 8e51, a891, 2039, ecaade2015_314d68, 2cf0, 127e, f39e, c59f, 6700, 3ee4, 1eee, 6ed0, a20c, 7aa9, fb89, sigradi2015_8.339y15, b60f, 8e78, 0391, ijac201614403l2, acadia14projects_117d, 11d3, a6e3, ccdd, f9db, 2e2e, b7e8, eb1b, eafd, caadria2015_087w13, 77f6, bfc8, 6963, 85ad, f96a, d51f, 2943, 735e, 5cde, 05af, acadia14projects_219az, 0993, 84cd, sigradi2013_271p, 068f, d678, 485e, 2f51, 034c, 5fd1, 7533, 73d5, 099d, 1bc2, 05fa, 9ef1, 74d8, caadria2017_127d34, 08f4, ecaade2015_303v66, 05d1, e65f, 4094, 7161, 7b50, 2c46, acadia15_343u14, 4988, 444a, 7dce, 6628, fc7e, 9590, 4b3b, 4599, a1e8, 5e7d, 91f7, 5e34, f9cf, caadria2017_096x26, b218, 0280, cc00, 7f85, 1ebe, a4d9, b503, 0c11, 95c7, sigradi2013_167, dd27, 5ff5, 95a5, sigradi2016_400k, acadia16_12v1, 5a72, 1c5d, dc84, 81a1, 4820, 0821, 8e02, e35b, caadria2017_123t32, 77d0, 9473, adac, bc8b, c826, ecaade2014_060v14, c12c, bba2, 82b1, 3645, ecaade2014_151u35, 2cb1, 8c41, acadia14projects_177r, a8c0, 40c0, 5456, abe1, 60ad, 878f, fd3c, 463e, 4d06, b9e2, caadria2015_049b6, 1435, ecaade2016_040s10, 2739, ascaad2014_013z6, sigradi2016_686xx, 88eb, 33f9, 82cd, d3d4, b3c6, e43c, ecaade2014_151x35, 0702, db2e, 56f9, 6e54, c420, b989, dcff, caadria2017_057c20, 9455, a0f8, 89a6, 1b9a, 81cb, 7fe3, sigradi2015_sp_11.278m31, ca1e, 6ddf, caadria2015_073j10, 602b, ee79, 925c, 760c, f57c, d9d5, ed55, 6d21, 5195, a8ff, caadria2015_168l25, 8523, 107b, acaf, sigradi2016_382z, 0d74, d15a, e130, badc, e304, sigradi2016_809uu, df8b, 2199, 38d2, 00a5, acadia14projects_409n, sigradi2013_400, 5b88, 5170, caadria2017_096v26, caadria2015_137l22, 9c55, 7807, d68f, 27e1, 467f, beee, 5632, ijac201513104m3, ace0, ce87, 1350, 3931, 14ed, ijac201614403n2, 46cf, a5ae, 2a30, sigradi2013_117h, addb, 35df, 5a18, edbf, 63d4, 87f7, ijac201614403u2, 1054, 6201, 9644, 0d98, 1a51, ecaade2014_168s40, dbd5, acadia16_34w2, f181, e0e1, 1478, c90c, 3f66, 1503, 821d, 34ca, d1d4, ecaade2015_215h47, 4301, 5bbf, 4cd3, c7f7, c88c, 9b89, d99d, b565, 37f1, sigradi2015_sp_10.16g31, acadia16_362o22, 84e5, b7a0, ae77, 17af, b966, 54e0, 3f39, d591, f049, 39f6, 75a2, 6753, sigradi2015_3.209x3, b704, sigradi2016_637aa, 8029, 8b72, ascaad2016_035y13, 0b95, 3a07, 6434, fac7, a997, fba9, cb1b, 581f, 248a, e789, 7cb0, 6c89, e4ff, acadia14projects_111i, b95e, bd2b, caadria2016_095o4, 2a18, 4896, 32e2, 688b, sigradi2015_sp_2.112h29, acadia14_609ad, sigradi2015_10.307e21, 7da4, 8c55, 0eae, c7ed, 80c8, 8d01, 063d, fd27, 01f6, be45, d709, ecaade2016_068g18, e28f, acadia14_101ad, f5b4, ebae, e229, 4b52, ef72, 9ed9, f36e, 2fe9, ecaade2016_129b36, 045d, 0d86, a2b0, da96, c4ba, f84d, a990, cb4b, 1afe, 2ed4, caadria2016_105y4, e308, 4781, sigradi2015_3.212i4, 361a, 084c, 22dd, ecaade2015_237h54, b97d, acadia14_223a, ecaade2016_165u46, a2ff, sigradi2016_814h, baba, e471, 61ce, ecaade2016_099i27, 810a, ecaade2016_198u52, 8178, ijac201412401c4, e59a, ecaade2015_248v56, ecaade2014_173b43, 4ed4, 8853, ce8d, 2cdd, a457, 5f35, 1e7b, 2098, caadria2015_218y33, ecaade2016_223g58, 9e83, a0a8, 7d6a, fab5, feaf, 50b3, 9445, 76bf, ebe7, sigradi2015_3.212l4, d096, sigradi2013_313t, c6d7, acadia14_517m, 574b, 9475, acadia16_372y22, 472e, 8715, 5b02, 6376, ecaade2014_176k44, ecaade2014_232z59, a9ce, 8c90, ijac201614401h1, c2e2, 2861, fbb7, ecaade2016_167e48, 8e50, c33c, 60d2, ecaade2014_153s36, d1dc, df95, e2b0, da44, sigradi2016_817a, 1ff4, 85f3, 051e, 8467, 1b8d, 878a, 8f33, 5bf7, a465, 6af6, f38b, 89d1, 8bc9, 3800, ecaade2016_123z33, acadia14_101au, f7b6, bab6, 4d72, 94e6, ecaade2015_22c5, 0d1f, 5c8c, ecaade2014_141j32, 768d, 86e9, f073, 987b, a753, 042b, 7fb5, 7e84, 8479, 9984, ecaade2015_211c47, ecaade2014_225o58, ijac201412301p5, ecaade2015_81n15, d46b, ed3a, 2aa9, 21de, sigradi2015_12.259a28, 4ccf, a252, d3fb, d26c, 37b9, ecaade2016_mrtn66, ecaade2015_261g58, 867a, d674, b818, 4299, 136d, 1fbc, fda5, acadia14projects_579k, 7ff9, ecaade2015_284h61, acadia14_347ai, 4855, f37c, 484e, b9bc, 7168, sigradi2016_601uu, 77c6, c0ed, 2305, 5fc5, a04e, c600, 2f54, acadia16_72a5, 1f60, ecaade2015_25j5, 9512, 17ad, cf2a, 5e77, 915d, 7b87, 0ba9, 26c6, ecaade2014_122y27, bdb2, a331, 1aee, 0274, da4b, ecaade2015_196t41, eb5e, sigradi2013_366z, 5bff, fc9c, ascaad2016_046t19, b688, a950, a2f6, caadria2015_126a21, 5a31, acadia14projects_63ag, acadia15_323f13, 5cb9, ecaade2015_100y19, ecaade2016_213k54, aab9, dbe8, 8c13, 5a4e, 5117, a5f5, a6a2, 9f03, e12d, 325a, d59f, e20c, 2c69, 1089, acadia16_244x15, sigradi2013_280o, 8e1c, 6727, 37a5, 9dd0, d01b, caadria2016_539h23, caadria2017_018u7, e926, d053, ijac201412301p6, 52ff, acadia14_101ag, bf46, 860d, 0ff6, 69fb, c5a2, ecaade2014_149c35, 433d, 831e, acadia14_507ad, 8303, 3669, 76c4, 271d, 9073, f6c3, 9a38, 9114, f22e, 9172, 6a58, 9836, d174, c8cf, 631e, 8380, 2953, ce4a, 74d1, b26d, 2181, fdfb, e5a6, 056c, b057, 0f07, aae3, 7051, ecaade2016_136p38, 1c88, 5897, a150, b6df, 9d9c, 7a97, 0650, 0579, 2679, c137, 3ba8, 92d8, sigradi2014_036u2, a20d, 366a, cd55, a219, e607, 685f, 4327, 3a43, caadria2017_145z37, 1c0d, 7727, 8c9e, caadria2015_010w1, ecaade2016_144j40, caadria2015_156n24, sigradi2013_359e, ced1, 9de2, 15c0, fe6d, fc76, acadia16_450l26, acadia16_440b26, caadria2016_579m24, 1f6c, 35f6, ecaade2014_044k11, 4850, ecaade2016_167u47, b00a, 01c6, 9fd1, 3397, b418, 022f, 6c4a, 223b, 559f, 5d11, acadia14_135y, 2d00, 8e89, acadia14projects_473an, 8da7, 462e, 6dce, d6da, ebd9, sigradi2016_654c, ijac201412404i8, 2875, 2cb2, 1917, 623a, sigradi2016_515i, 3556, 121b, fa97, ecaade2015_92k18, ff96, d4e5, ecaade2015_248u56, ecaade2016_045n12, bace, 95f4, c3c0, 5784, 8cee, 72c3, bb9c, ijac201412403o6, c1db, 30bf, 3867, ecaade2014_208w53, 437a, b581, 7efd, caadria2016_529k22, 29f7, 3eed, 17d1, 24da, eb7c, 1c71, 2d39, 7749, ac34, sigradi2015_11.166a26, ad4e, 5da2, 25fc, ecaade2015_53o9, 6aa0, d63a, sigradi2016_484i, f1be, d15b, cf01, ascaad2014_025n6, 8487, c5bf, 2ffd, sigradi2016_484e, 797e, 0c16, 4996, 1942, 77ba, 870c, 0628, 7a2d, 1a12, eab4, c8d7, f2b3, sigradi2015_10.309e22, caadria2016_829f35, cfb7, 175f, dd58, 11e1, 8aff, af4c, 1132, acadia14_365am, caadria2017_015u5, 576b, c377, 3e69, sigradi2014_266b2, 00fb, efb6, 7d8a, 4683, ea7e, 8f62, sigradi2016_815u, caadria2016_445z18, 3732,