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 Wang, W. and Gero, J.S.
year 1997
title Sequence-based prediction in the conceptual design of bridges
source ASCE Journal of Computing in Civil Engineering 11(1): 37-43
summary This paper explores the application of a machine learning technique in knowledge support systems in civil engineering design. It presents a sequence-based prediction method for engineering design and demonstrates its utility in the conceptual design of bridges. The basic idea of sequence-based prediction is that the most recent numbers of similar design cases are used in predicting the characteristics of the next design and more recent cases are given stronger influence on decision making in the new design situation than older ones. This paper develops a model of sequence-based prediction and carries out a number of experiments using it. It is then applide to a set of standard data and the results of using a sequence-based prediction method are compared with other methods. The empirical results show the potential applications of the method in engineering design.
keywords Machine Learning, Time
series journal paper
email john@arch.usyd.edu.au
full text file.pdf (327,264 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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acadia16_154m11, ecaade2015_229b51, e1bc, 069e, 6914, cd50, 376b, acadia14projects_579d, c96d, 6142, b43f, 458a, 9c75, 366a, ecaade2015_53s8, ecaade2016_068i18, d95e, caadria2016_013v1, 9a42, acadia14projects_619au, 764e, 9dba, c10a, 2d04, ba25, 17f1, 5b02, 22a1, eb2e, 6469, 6380, 44fd, ecaade2015_81r15, 93df, sigradi2016_421qq, caadria2015_078o11, ecaade2015_170t35, 6d1a, df11, 0166, 6a4a, sigradi2015_11.71h24, 4729, caadria2017_063w20, e0e1, 2e93, 1316, 447e, 0dc1, 4f6c, d880, ecaade2013r_012r7, 8b80, ea92, b60c, 4879, d4c2, 8305, 94e5, ascaad2016_033e13, 1205, caadria2016_851x35, 1ae7, f0b5, de7e, 0634, c7ce, d6e3, 3ab4, 9fbc, fc1d, 6086, ascaad2016_004p2, ef2e, bff8, 319a, 77fd, f8f8, ascaad2014_028m7, ascaad2016_017x6, cc32, e497, dfc0, b533, 0ea2, 2d71, dd1b, f7bb, 0e83, 96c5, 417d, 8807, 75a5, ijac201412307f3, ca40, 3367, 9145, 42d1, 9a03, 23a4, ecaade2015_332p71, 75a9, 9f74, 075a, 85a2, 1832, d538, 608d, 5956, 55b4, ascaad2016_058c23, 7335, caadria2016_601c25, 95a2, 5b17, 8bcb, caadria2015_226k34, 34c4, sigradi2015_8.239w13, 6d08, 398c, sigradi2016_367vv, a458, 3965, 471f, 4006, ecaade2014_168y40, ecaade2013r_018x9, ad67, e262, 3efa, 263b, 4302, ijac201614309l6, bddd, b659, a02a, 41a5, ascaad2014_005k3, sigradi2014_345z8, caadria2016_549v23, bc2f, 4712, 29ce, caadria2015_060r6, 6724, 69a0, 03a6, 340b, ecaade2016_bkoj65, e181, b1b7, ecaade2015_251m57, ascaad2016_014m6, acadia14projects_145z, ba5d, a386, 9389, 4b85, ascaad2014_012b6, 7e88, da48, 2a7a, 58fc, f067, 4d93, ijac201412403g6, 3d17, 7bd0, 1ddf, c31a, 51d3, b27b, 9093, ffd2, caadria2017_048w15, 0ce8, 314d, 1224, dd53, 9663, 5cc2, sigradi2015_3.385c6, e43e, 5e89, 8809, 2665, ecaade2015_127y24, 48eb, 5874, 97b3, dcc1, ascaad2016_022u8, 7f93, f874, 411a, 25b3, eba5, d462, 3e14, 72b6, 8048, ba1d, c778, 9b01, 38d9, cb97, cd28, 23fa, ab75, 9f1a, sigradi2015_8.47k11, f321, 8ee4, bd6f, d039, 8660, c634, ascaad2014_003u1, e1b8, sigradi2015_6.387u9, 3ad2, fcd0, f3e1, 858f, d758, 43cf, 1edf, acadia16_260t16, a290, 570b, 1167, 9f93, f942, 86d1, sigradi2016_732i, 5561, 10cc, ae4e, 3758, 46f2, e481, 7c43, 8300, acbf, ea8b, sigradi2016_814r, bed7, ecaade2014_038z9, 9cac, a889, d023, eaef, acadia16_362j22, 4da2, ijac201614407b5, 36d2, 6a68, 6b76, 34c7, 4b8d, fb9c, 98b0, 87a1, caadria2015_078n11, e18b, 8d2e, ecaade2016_036l9, f946, 86b2, cdfb, ecaade2014_167l40, f181, 396b, 17d2, acadia15_123t4, 28fd, 02b0, sigradi2015_3.65s2, c7ae, caadria2016_023s2, 076e, 4feb, 5a84, d696, 32ed, d021, 783d, ea84, 938c, e018, sigradi2016_611s, 5113, 3189, ed51, a835, 53ab, 2838, 3c1c, 1059, ee13, 0716, cdfd, 5766, 5d57, 265d, ce0d, 58a4, 90d9, a448, ba66, 7c56, c4bf, c4f9, 2776, 39ca, e76e, 996f, ecaade2016_bkou65, e5aa, 0fd1, f412, af15, c0f2, 5e04, 2492, sigradi2016_752vv, f792, f6eb, cfe9, 0f66, 5381, sigradi2016_484tt, c65d, 4740, ecaade2016_190u50, d867, 8210, dc45, 2088, 2504, 93f3, ecaade2016_222i57, 9b87, cb8a, 7dd6, acadia16_244k15, 47e5, acadia14_473ar, 0ce1, a566, ijac201614208k14, 2f25, ae81, 5759, 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876f, ijac201513303c11, 85b6, ede3, ascaad2016_002i1, 7e74, d66e, b33b, 7509, 2e51, sigradi2015_8.186g13, 98a6, 0541, 264c, 2f06, c0b5, 9744, 613c, ijac201513102g2, ba69, f917, acadia14_647ax, 9627, f0dd, ecbc, 31b7, a91f, ecaade2015_227v50, caadria2015_157v24, ecaade2014_239r61, 4c64, 2158, f730, 824c, b5a6, 0540, b9f4, 22f1, ecaade2014_086t20, acadia14_291aj, ascaad2014_019u2, b618, fc2e, a8e5, c621, 436c, 3d50, ecaade2016_224x59, sigradi2016_560bb, caadria2016_797y33, 205c, 6481, ascaad2014_014h7, 5f00, 010c, 990c, 80c3, 0307, b149, 092a, 4d02, 0e8c, ae87, 7b44, sigradi2016_490nn, acadia16_440b26, 8b64, 2129, e47c, a7ec, e45f, 08a4, f4c7, sigradi2016_732d, 8242, sigradi2014_345j9, ad71, 8afb, 2e16, b558, 1db7, 88f8, 621b, sigradi2015_sp_8.6c30, 21fb, 571a, 7f91, 9103, f777, 3da0, acadia14_75aw, 8df5, ascaad2016_023c10, 4111, 3fea, 87ec, 3c8c, ecaade2015_21j4, a568, ijac201513203l7, 5ae1, 6739, 78d4, 8cfe, c130, 98d1, 22bf, bd3f, 702c, 2dd5, 4e8a, 71ac, 1370, e978, ascaad2016_004r2, bae2, 6e4c, 4752, 1d00, 32ea, 4989, e173, 3aae, ecaade2016_183t49, caadria2015_190f28, b444, 8915, c8b6, 7828, c799, acadia16_72i5, acadia15_95i3, 99af, 33bb, 36f3, 4141, f91b, e89a, 5b28, b3f1, c84b, 0d0c, 2861, 6ee7, ecaade2013r_009i6, sigradi2016_385mm, b861, f5ee, 4269, a1b2, acadia16_196b13, d216, ijac201412303o8, 72be, 3292, 38ab, 01b0, 1724, 408c, b24d, ecaade2016_238p63, 1bee, 8c7e, 1f4d, be9d, 64e7, 6471, 59fd, bd7c, 1b5e, 7ec1, 1340, ae34, a126, 7a0b, 3749, 5214, dc05, 64c3, 404d, 45bc, caadria2017_079z23, 3d63, 8f50, 20e8, b347, c955, d02d, a5ce, c02e, b288, 15dd, 5704, f7d1, sigradi2016_710mm, d04b, 38bc, 7d45, 1c5d, 8b34, 5481, 846a, 6fd7, sigradi2016_383gg, d67e, 2f89, 69dc, 68c3, ijac201614205h10, ecaade2016_006j1, 4e03, ff0d, 3b24, 5c94, c94d, 1266, caadria2016_641n27, 48f2, 99b0, 62aa, fc69, 5a19, a725, ee49, 9c13, d064, acadia16_12i2, 15e4, 683c, 92df, 338a, 1dce, caadria2017_040r12, b878, ae55, e0ce, 1052, baaf, 2041, 4d55, 1caa, 2543, f2ff, c618, 8f41, 81c1, b648, d98b, c288, a9db, 9f00, 4413, ecaade2014_084z19, dbdc, 500a, 1800, 72c6, d6ec, 99ee, d1ba, 1e15, ddfc, f64e, 8e9d, dbf2, 2d7c, 8b93, 4ec3, 8e05, 1afc, d488, e314, ecaade2015_293b64, fea0, c2c9, 9b04, 92dd, 421d, ascaad2016_003u1, cf3a, 940b, d639, 120f, 1a81, 3672, acadia14projects_167ab, ijac201513201y5, c77b, ascaad2014_030a9, 64b4, acadia14projects_627ar, e6d1, da6c, acadia15_343i14, 9c3b, de9c, 672f, 6f4c, cc7a, e605, caadria2017_030u10, 0179, 4f96, caadria2016_735n31, e7fa, efcb, sigradi2015_10.74s18, 6016, 4c33, 3e7e, 6e16, ijac201614309r6, 4021, 9bb2, 050f, 159d, a525, d15d, 1823, 5558, 5cf1, a17c, 7b39, e658, 48e5, ba23, 85f9, ecaade2014_024u7, ijac201513303g11, 6d60, 6977, 94a9, f5c2, 3eac, sigradi2014_037z2, 1127, ecaade2014_086a21, dbce, 3725, 8651, 79ed, caadria2015_218y33, bcf6, 0cd1, 4ac4, bfbd, da9c, 69bc, c60d, sigradi2016_781b, 39af, fc5b, ijac201513205r8, dd31, fdc4, d486, ae69, b765, 668b, 6250, 4484, cfad, 2e14, 555b, 8442, 3c69, b40a, acadia14_463s, 7be0, 8b65, 9a1d, f6cd, 884c, 1dc3, d08d, d8e8, fde6, 5190, a704, ee28, 5596, 1a47, e1d6, 9873, 0250, 4268, 7b96, 2b10, 891c, caadria2017_057t19, 39a2, ecaade2014_122c28, ef40, cbcd, ecaade2016_063n15, b2a0, 7522, 9543, 410a, 1602, b9f2, ecaade2016_021w5, 727c, ad8b, 74fd, 5081, b141, b830, 467b, acadia16_318n19, c524, a684, 779c, f463, 6376, c65e, ascaad2016_031i12, 982a, 1eeb, d890, 1661, 9654, 9542, 97f9, 8279, 5ce8, a8b6, be99, f9cf, 4075, acadia14projects_267m, a222, ijac201412405u8, c6d6, ecaade2013r_018e9, 0316, b437, 2445, 53dc, acadia16_372h23, 70b0, 7f5a, e526, acadia16_72w4, ascaad2014_031g9, 9ddb, 4d63, bf45, c1da, sigradi2013_429e, 79bf, e5ca, 1041, d160, 500f, 2b21, b0bc, 059d, 37f8, sigradi2016_737ff, f111, caadria2016_517v21, 499f, 2ef2, e5e2, 01bb, 02ea, caadria2017_115h30, 3ba5, 0f4f, ascaad2016_003b2, sigradi2013_386b, b7e5, e276, 069c, aa65, 7c8a, bdb2, bfce, 03cb, 3996, ecaade2014_127n28, ecaade2014_010x1, 1ac3, b78c, 797a, df28, 98bb, acadia15_407n17, acadia14_177v, 91c8, edbc, acadia15_185w6, 718a, 15a4, 2cdc, sigradi2013_425p, 6342, ca27, sigradi2015_10.144u19, 0b2d, 48f4, 66eb, ecaade2015_158c33, 32e9, acadia14projects_347ah, 3c1b, 7934, 0626, 42a9, 1d49, acadia16_308x18, 8908, 6b7c, 0650, d075, 1310, 3c06, c33c, 1c09, c03d, 06d5, 5606, 2f7e, 749a, d4db, b2ec, 34e8, 66da, ecaade2015_100m19, 9ed3, 4aa1, 5780, 8a77, af20, acadia14projects_473ae, sigradi2015_10.307c21, 0668, caadria2016_405d17, beaf, a1af, d96d, b243, 5c08, ef57, 7705, 3794, f3bf, sigradi2014_074d6, 76f7, 605b, 05a8, d1bc, acadia16_12t1, 2ebe, ecaade2016_074r21, 8b92, b4bf, cfe4, e402, d848, sigradi2013_155k, aaed, 24f0, caadria2016_229z10, bd36, f6d8, 63a5, b905, ascaad2014_028o7, ca46, 49f4, 17d4, 8d9e, 28c3, bf6e, df8e, f880, a865, b05a, f71c, caadria2017_190p45, caadria2015_126c21, 15cd, 1f99, 8d47, acadia14projects_375f, ecaade2014_239j61, d53c, 0ae5, 7f2f, 81e2, a342, bc21, 989d, adf4, 0ff6, sigradi2016_408dd, 7476, ecaade2016_102d28, acadia15_343z14, 9e5c, 5824, 2ada, 32f8, 0d5b, 318d, e53e, a9e4, 444f, 0329, 5ecb, 029b, ee2d, 1481, acadia15_110z3, 1989, ijac201614103m3, e297, 05dc, 2fb6, 3e4f, bd7e, 9dbf, acadia16_470d27, 7dc2, ecaade2014_224m57, ijac201614405d3, 49b1, acadia14_435ao, 2e30, f036, 9121, ecaade2015_228w50, c527, e1b7, 2a0c, 8cd8, caadria2015_213y32, ecaade2014_240c62, 0ed8, b24e, 43f3, 759e, 09ca, bafe, ecaade2016_075j22, 6653, 8f08, b82a, 2dad, 5210, sigradi2014_289k4, 3f44, ea70, 7555, aab1, sigradi2014_266a2, 2291, 4478, e37c, 17de, 6cff, a6ef, 9bff, 00d2, 99e7, ecaade2016_210i54, caadria2016_673d29, 7312, 3c66, f21a, ed76, 45b3, 249d, d350, bd88, b26b, b087, 0714, 3e02, dc2e, acadia16_440y25, 4768, 68b6, ecaade2013r_001j1, 6617, 4dbe, f4c6, 526a, 3f32, 6942, e609, 1f63, caadria2017_165v41, 88aa, 5868, 87e1, 7fee, 62be, b649, sigradi2014_063u5, sigradi2014_345z9, 0e30, 7d9d, 9ed9, 3183, a8ca, edee, 871a, ecaade2014_052f13, 115b, 6215, 33bf, 9b68, acadia15_232u9, 0f84, edfb, 8385, 6e72, 7375, ecaade2015_61x11, 562b, 9b5d, a375, ef42, 845b, 1a16, 2c8d, 92bb, caadria2015_043i5, 5765, 5ec5, ijac201614401d1, 1ad4, acadia14_497w, f129, ecaade2014_065d15, acadia16_88u6, 1057, sigradi2015_10.250j20, 8b75, e5be, e33c, b82c, 3ac8, acadia14_219d, ad62, 2d4b, 74a2, 6d83, 13e3, 6b4c, 1b8c, 5cb6, 25e1, 49e1, 300a, d14e, 04ba, 6f6e, cfd2, f8c3, 015d, caadria2016_569e24, ed5e, 4a20, ijac201513104l3, 196e, 8dd6, 2c1b, 02b4, acadia15_443y18, 6c87, 3302, 0156, ecaade2014_233m60, e110, 65c9, 0f6a, f5ac, 6c46, e44c, 9e04, e12c, b493, 4814, ecaade2013r_002b2, 97fa, 8147, e464, ed8c, cbfb, 08ba, 58ed, f5ff, a59c, 7432, ijac201412401y3, 190b, c6d1, a2d2, 0202, 0669, fa69, ecaade2015_138v28, b374, d6a0, 42a3, e53a, 5cb8, 1a92, 3733, d23f, 5e5b, 3877, caadria2016_259p11, c374, a564, e037, 64cb, 26b0, f927, cd8a, 7c31, 364c, 3aef, a781, 2f66, 98f0, dbf1, 8611, 1960, ab14, d290, fe00, e629, ecaade2014_220j56, 793b, acadia14projects_291f, a4dd, 6d45, 7bd9, ijac201614308v5, ijac201614205p10, caadria2015_122r19, ijac201412408c2, caadria2016_457f19, caadria2015_213j33, 9d7e, 1e25, 0882, c461, sigradi2013_234m, 8136, ascaad2014_019g3, ecaade2013r_011g7, 271d, ff31, 95c9, 598a, ascaad2014_017u9, 83ec, 20e7, 9352, 6e7d, 26d7, 4a73, ijac201614307h4, 7457, 5acb, sigradi2014_080l7, 9ac3, 53f1, d59b, 2fe1, f6bb, sigradi2014_299d5, c2bf, 7529, 47b4, 5e43, 3587, c3bf, sigradi2016_710aa, 8ae4, 43a5, 2425, f0a5, 2ec5, sigradi2015_11.196g26, 93f5, 0533, c268, b0a8, 002f, 192f, bd9e, caadria2016_013c2, 842c, caadria2015_016l3, acadia14_347ai, ijac201614305t3, 7098, 0fd5, bcd6, 5249, 6252, 524e, c9f7, 2f6c, ecaade2016_118o31, 2ff5, 2a3e, 9262, 87d1, ecaade2016_037d10, sigradi2016_817b, 6630, 8c26, 4e82, dfa6, 9285, 56e5, eabb, ascaad2014_001b1, 6970, 1e56, 0a06, 5ce6, 04be, acadia14_219ax, 109a, b73e, 12df, a56a, d817, 7ef6, ascaad2014_037i2, d3c3, b597, 45f5, 25c5, 07e0, caadria2016_003k1, d253, sigradi2014_021s1, 9746, 60f4, 717d, ijac201614308j5, 119f, acadia14_497ac, 0e50, 5476, fd26, 7f8c, 165e, 98a8, ee95, 0bc0, sigradi2015_10.307b21, 6711, a09c, b904, caadria2016_641p27, a388, 44f3, 16ee, d2f2, 654a, f965, ecaade2014_092f22, eff9, 1c5b, caadria2017_182m43, da1a, 9630, ecaade2015_297x64, 8100, ecaade2015_215p47, 6193, cf27, 5196, 9eb1, e5db, 6f62, ascaad2014_012n6, 7c57, acadia16_402n24, ecaade2016_239w63, 3f9c, be7d, 4208, fdce, ad97, 44f8, 62bc, e620, sigradi2013_414z, 1360, 947e, 9dad, bcd4, c185, caadria2015_087o14, 4293, f289, 2146, 37c4, ba95, 3721, fe6c, 8f6e, ecaade2015_246x55, c44b, caadria2016_333s14, 59fe, f55c, acadia14_661e, 775e, d554, 7137, 0840, b0e6, af49, f86b, a708, 39e9, caadria2016_415w17, 1d9d, ascaad2016_039l15, 6811, 0aec, ijac201513303x10, a296, ecaade2016_132w37, acadia14projects_579l, 5430, sigradi2016_601vv, d523, 7875, acadia14projects_135l, 744b, b065, ecaade2016_071m19, a398, caadria2017_074f23, cc51, c411, dcee, 9128, 16d4, e36e, acadia14_463i, acadia16_344l21, ecaade2015_225o49, 2068, sigradi2015_8.41r10, fced, 898a, 54e4, 5b41, 4b40, ce86, 2de3, caadria2017_040m12, 6f7d, ijac201614208j13, 756a, bd11, a563, 109e, caadria2017_016t6, e12d, 943b, sigradi2013_208l, 4d52, 194d, acadia15_407y17, b798, caadria2015_004i1, 2cda, 879e, ed03, ecaade2015_196i42, 5451, 4f11, e3a2, 60c7, 7e5a, d225, acadia16_440g26, ee4a, 17e1, 1c1b, dbca, acadia15_57s1, a86a, 05cc, 094c, a6bf, 5d11, 5e6c, a255, dc57, ecaade2014_044e11, 5664, 0faa, b275, 5e9d, 265a, bb4b, 1129, 907b, ecaade2014_149r34, 6eb7, ad5f, b103, acadia15_57c2, 2381, df6c, 1a29, 441d, a7c6, sigradi2014_345p8, 1572, 0464, 2f68, 680c, f2fa, 35b0, 1425, 6087, 67ea, 12c5, a208, aabe, 1653, 0eee, 8d07, c574, eacf, acadia14projects_627am, sigradi2016_484ss, ijac201614102s2, f977, 3bff, 7e15, e7d5, dc14, 934c, 3e45, aa4d, 8e77, 7324, 31fc, 9fad, 011e, 0418, sigradi2016_369qq, ab40, 6048, sigradi2016_360bb, 9ef0, ac03, acadia14_237as, 69b3, sigradi2015_8.27o10, 4bbe, ijac201412301w5, 7ada, 57d2, db25, 3ce0, e738, acadia14_579b, sigradi2013_289m, ascaad2016_018n7, b502, b98f, ec27, 4511, 0054, 83da, 804c, acadia16_352h22, f525, a26c, f96e, 53a2, 0b57, eaed, ijac201513201o5, 3a48, ecaade2016_071z19, ea48, 29df, f564, b2e3, 72f4, c322, 2cc0, 37c6, 6809, caadria2017_055p18, 50d7, aebe, 556e, 15f9, sigradi2016_534ll, f93c, 1651, cb7f, c96a, ecaade2015_178h38, 3003, 703f, b612, 7e70, 356c, e25c, 61a2, 7d76, 0dbc, a1cb, ijac201614403k2, 8f20, 7eaf, 8d13, acadia14_463b, c5b6, 5876, 1839, 6691, 88de, 8901, 02b3, 778a, a0aa, 6268, ecaade2013r_014d8, 4e04, db1f, 0c4e, fde0, 2a41, 2598, 3bf5, f388, e4e2, 07f3, ecaade2016_193r51, 44ba, 6cdf, 76ef, 5f93, 7d93, ijac201412408t1, 7819, 20ba, 4bd2, 37b2, acadia15_297w11, 4d27, f3e9, d10e, a1ce, 642f, 51b0, ea23, c966, 40ff, ecaade2014_177r44, acadia15_161h6, 5bb4, ijac201614203w8, 63db, c388, a32f, 93b1, 89f0, 8323, dcb0, d60e, 5a5f, ijac201513103c3, 75af, 1d43, cfa0, ijac201412301y6, c9ee, 09b1, 32b5, a1bc, c278, sigradi2014_284b4, 6f12, 4287, dcbd, b782, 3f60, caadria2017_009g4, sigradi2015_8.264h14, a25c, 7992, 5aa6, sigradi2013_313r, caadria2016_539d23, 97a6, 2d48, e807, 5af9, d6f5, e463, ecaade2014_145j33, 1cdd, 2dd8, c6e9, ecaade2016_ws-dleadf68, b964, 4cda, faf7, 07b5, b238, 6d28, 3cde, b608, c6c1, ecaade2013r_003h3, 3dbe, e649, 84b1, 540f, 1244, d1c7, 6e71, 9d83, ecaade2015_233b53, 31c9, 81a1, fa93, caadria2015_150w23, c38c, cf6f, 5e09, 61c4, sigradi2016_431u, e3f2, ddea, c93e, 85f1, d573, caadria2017_021d8, 4fde, caadria2016_569f24, 852e, ecaade2016_198t52, ijac201513101o1, 7d9e, 539d, 5c20, ecaade2015_21d4, ca2b, 4bbf, 7099, c0b2, 3cb3, ecaade2014_159r39, 161f, cf6c, 6751, 8351, 66bc, edb4, 84b6, ecaade2013r_003z2, fbdd, 507d, ac67, 9108, 1776, 882e, 918c, 4a53, 1ecd, acadia16_124f9, 2d13, eca8, 48a0, 39c5, bf3d, e0d1, ascaad2016_038m14, eafb, 6117, 49b6, 6d17, 8cdc, e092, 4cb9, ascaad2014_014m8, 889e, c8b4, 5849, 36cf, d04e, caadria2017_134a36, ecaade2015_118b24, 984c, 15f8, 94a2, 21a5, c22b, 49bd, 3c5d, caadria2016_559b24, 01dd, acadia14projects_63aj, ab17, d1f6, e5fe, b99e, 40c4, dcd1, a047, a225, 2c13, 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ecaade2015_181l39, f66e, 5a78, b301, e580, acadia14projects_153i, sigradi2014_316u6, c85e, 8aba, f923, e405, efca, fd33, ijac201614201u6, ascaad2016_045y18, 73b3, 64d1, ecaade2016_071i19, a3e1, 2c04, 8a79, 3faf, ijac201614208v13, caadria2016_033u2, e5f1, sigradi2015_13.316w28, ed8f, 4ae9, 2bd9, f21f, 74c7, ecaade2016_234x62, sigradi2013_366d, 311d, 13c6, 1afb, 4dc4, acd6, 2dfb, 32aa, 8ad0, ecaade2016_102x27, 4bcd, 2378, 57d4, 7328, 2f78, 5c61, 4f71, c63f, 60d5, 86ea, 4cbf, f0ce, 597f, 959a, ijac201513303a11, sigradi2013_411n, 68cc, 3f28, 7b37, c3e1, 31e5, 0aa2, acadia14projects_479p, 4b98, 7c08, ecaade2016_158f43, f305, 72db, ijac201614407o4, ecaade2015_194e41, b43c, 2e9f, 44c7, caadria2016_373k16, 5038, f8f6, 7b68, 0823, c749, 3b10, c340, 1b89, ecaade2014_218p55, ecaade2015_55s10, ea16, 49c1, 96fd, 6740, 34c9, e0bf, 291b, af6d, d224, f466, d8be, 955b, sigradi2015_11.136o24, 0b1b, bf52, b969, 7993, 2fca, 3cd4, e420, caadria2016_229c11, caadria2015_070e9, 0f60, 8ba7, 892e, caadria2016_663s28, c2fc, 8a93, a6e6, d174, 7168, c11e, b27f, 0ddc, 9970, 9003, a3b6, 2a4f, e0d9, acadia14projects_375n, 7e6c, 79cb, 9a3c, f4a5, 1568, 1e36, 91ee, ae8e, caadria2015_130p21, ecaade2014_192b49, 731c, 15b2, 8c4b, f1c8, acadia14projects_301c, 66db, a238, 76a3, ca5b, 4a59, f0c7, 44bd, adda, c1de, c06e, 3e1f, 4756, c8de, 4043, ab7e, daca, 531d, sigradi2014_172z4, 719a, acadia15_81x2, bac6, 898c, 5668, ea3c, 569d, a649, 2193, 32e0, 3e04, 276d, b8a2, 5f2f, 50c0, 416d, 303e, ecaade2014_220h56, e782, f44f, 0fb7, 7eac, a16a, acadia15_223a9, e809, 7ec5, acadia14projects_135p, 73cf, 872c, c2f4, 3c0f, f46f, ecaade2016_170u48, acadia14_427an, 7b83, daee, 5daa, a140, f8f7, d9ee, a9f2, ijac201513205a8, 1175, 93aa, 6dd7, 89c7, 20b7, sigradi2014_043z3, ec7c, 6704, 160c, ecaade2015_297v64, dfbf, 2852, 33ad, 5033, 6462, 6379, 75d0, fbc0, d063, caadria2015_070a9, acadia14projects_389d, 6a61, acadia14_177y, 90e9, 0ba9, e932, c60c, fc63, a9a9, 8f6a, 27d6, 535b, e2ba, 0581, e56d, 586c, fb23, 491b, acadia14_317ac, c1e8, 70c0, e5ec, 06f4, 2105, acadia14_427am, acadia14projects_463o, b3ed, 54da, 1f03, 81dd, 655b, 1b21, 92ae, caadria2017_136k36, acadia14_627h, c451, 7d08, e623, 8b04, 5a68, b792, dbc5, ecaade2016_046p12, 9b08, 7a70, d8b0, e577, acadia15_57g2, c064, 008c, 1550, cae5, 0e78, 4199, 5b83, db42, 6028, ascaad2016_047z19, ce20, 6828, 7662, f5ad, sigradi2016_814n, 4733, 1b03, ascaad2014_002l1, 8ee2, ea46, c5f4, c5aa, 7d12, 8f2d, e106, 8a23, acadia14_375o, 3b50, a92c, ebd0, acadia14projects_247v, b9ea, 0bc1, caadria2017_056i19, acadia15_469h20, 0df3, 789f, 255f, 1562, 80ae, 4128, 92c5, 55ec, 0f73, 0b56, sigradi2013_303m, f3fe, f8ec, 48d1, a3e4, 39b1, 970b, sigradi2016_694j, 64da, 76fa, abf7, d4df, 84fb, 17f9, e104, ecaade2015_143g30, ecaade2015_324x70, 71c4, 6db3, 473d, 65b6, c498, ebe3, 8c74, 08ff, 78bc, sigradi2016_816tt, 721a, d419, 5c49, 53c8, d44b, 69d3, a6f6, 8c34, 2b6f, ijac201614306b4, e20a, 6d4e, 8dc0, 21f0, 6b93, 8ed6, 6836, 4f82, 8c9a, 42d6, 6bdc, 1476, 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a773, ecaade2014_194s49, df5b, a18d, ijac201412403i6, 986e, 9d37, 0397, 3641, caadria2016_219j10, cbc6, 84ce, acadia15_431n18, ecaade2016_208z53, 2730, acadia14_247s, e843, ecaade2016_167z47, d861, 3693, 60a6, 0bd0, a8fe, 782a, ff71, acadia16_432p25, 18fa, fae2, ecaade2014_133p29, sigradi2014_082s7, 5d50, caadria2016_861e37, acadia14projects_63ak, dce4, 6f16, bc79, fa01, 53ad, 02b7, 5eea, sigradi2015_8.339z15, 124f, 548f, a146, a4e8, 3465, 9250, 1faf, sigradi2013_401, caadria2017_004v2, 504e, 4cae, 43c1, ijac201513203s6, 1c50, b627, bfb3, 3e09, 164f, 317c, 79ac, fb02, a365, 600c, 92dc, 2d55, sigradi2013_131f, 1952, cb65, 0b6c, sigradi2015_12.259x27, caadria2015_015b3, f7ed, ecaade2014_159o39, 5810, ecaade2015_241m55, 90be, fa06, 5e6d, sigradi2014_041h3, 8429, bacd, 79d9, d342, 211d, 442b, 2d5a, 56c6, ascaad2016_057t22, c2cc, c696, 6b2f, 3be1, 0507, 3f7d, 2baf, 28da, acadia15_95m3, ascaad2016_045c19, ijac201513206a9, 9809, fe18, 0c57, db20, ecaade2014_057o14, ecaade2015_103k20, fa03, 6459, acadia14projects_33ai, ae15, sigradi2015_10.309i22, c25e, 8a36, 05d1, 97ad, 1e84, bc8c, ecaade2015_21f4, 6fed, f735, sigradi2013_326k, sigradi2015_8.186f13, d3e2, ecaade2016_158j43, 8a1c, 3882, ascaad2016_005v2, acadia14projects_627ao, ecaade2016_144d40, 944d, 4447, 6249, de1a, 7acb, 43d8, 605a, 528d, db66, e4db, f3f0, e22f, sigradi2014_080n7, 8a17, 394c, 02aa, 21c4, 13b5, 20a8, c083, b4e9, caadria2016_809f34, caadria2016_579i24, dd1f, cb46, 0ac6, 6101, 6897, ee08, 7cff, 8e15, 5f88, 2dfe, 3f11, ecaade2016_105c29, 11ed, 614a, acadia16_88n6, 7d18, ijac201412408v1, d82f, sigradi2016_595ll, 4872, c8c0, bd9c, 5885, 5b71, 60ce, d11c, ecaade2014_052p12, 2fda, 03bf, 453a, 2cca, 11e4, ebcc, 5ae5, sigradi2016_484m, 5d68, 9018, 01b4, db84, 56b0, a2c6, 6bf9, facf, caadria2016_085f4, a613, f64b, ecaade2015_155l32, acadia14projects_375l, 2fd4, 805b, fc2a, 6cc4, ecaade2014_011d2, 07c3, 9271, de89, dbfd, cb6a, 668f, ca4f, 1ef5, 7ab4, ecaade2014_010d1, 6bc0, 49c0, acadia14_135w, 94d4, caadria2015_126r20, dcf7, 6d25, c038, sigradi2016_778pp, 6486, ca9d, acadia14_579d, 4a51, 287f, acadia14projects_479j, 72d4, 9ffc, 50d6, 216d, ijac201614207r11, 57a4, caadria2017_043e14, ecaade2015_200i43, 42da, 162c, f1b2, c755, 5f60, 149c, bcf3, ecaade2016_111t30, sigradi2015_3.65u2, 0c1e, 2d1c, e812, 482d, 6181, 891d, ecaade2015_215s47, 700c, c2a8, b2cd, 5c10, 555d, 425d, 98f9, f3e5, 9772, a45a, ddf9, caadria2017_190z45, 7014, bfc8, c962, 9964, sigradi2013_401l, acadia14projects_463z, f744, ecaade2016_132n37, 75b4, 832d, ae3c, 020c, 2bc7, 16f0, c0d6, 9fe9, 4999, 26f7, dce6, 15b7, 4c9c, acadia14projects_117g, acadia15_137m5, cb9c, 9888, ascaad2014_016i9, cfec, dc59, acadia16_362i22, caadria2016_415z17, 8c81, 679b, acadia16_78n5, sigradi2013_62u, 5731, 3e39, ijac201614102a2, 46f6, 17c7, 24df, ijac201614103n3, e17d, ijac201412306x2, a0ed, 44a4, 23ee, ccfa, 8e0b, caadria2015_190j28, 00f4, fd68, afc6, b9a9, bdb3, sigradi2013_294t, 20d2, 1ca0, e5b3, 0546, ecaade2015_81p15, cd3f, 7f03, 9527, 94e9, caadria2017_158c40, 3dd0, fdbb, 010b, 1187, 42e0, 4773, f7ec, caadria2015_202x28, b844, 044a, bada, 95c8, a39b, ec65, fa76, 1034, e18f, 159a, ac7f, 1fdd, b211, 6c57, 3ba9, caadria2017_003r1, ecaade2014_224t56, 9e78, adc6, 904d, 9f36, sigradi2015_10.377t22, 9548, 5c3c, 4ae7, ijac201412408a3, ab46, 9fbe, 2ba6, f800, ab86, ccfb, 0474, 8d0d, sigradi2015_8.264g14, 8ff6, f058, 267c, ijac201614302j1, 604f, 347f, fbff, d9f8, fed4, ecaade2014_168d42, 73b1, 28df, aa3e, 877a, f178, e594, 672a, bb5b, 7898, 3a0f, 56db, caadria2017_085b25, ecaade2016_243o64, sigradi2013_100c, 6996, 034d, f65a, 30ff, 3e22, ecaade2016_114i31, f8ea, 12ae, c883, ecaade2014_226e59, e62d, 61b1, 08e4, cb53, 3bcf, acadia16_88a6, 9c1f, acadia16_260l16, ecaade2016_152w41, ec6f, 6f90, 9433, 64ff, 58c1, b667, ascaad2016_043p17, b7c2, f4d8, 3d9a, f644, c007, 231a, 029a, 8656, f67c, 45d4, sigradi2014_314l6, 18fb, f9be, 8a7b, acadia14projects_43as, acadia14_445ak, ascaad2014_001f1, 345e, 69f7, f028, 289b, 1b57, 23a6, fb6e, 756f, d9a1, dba4, 82ee, 12a1, 7865, ebfa, 0e1f, 93d6, d566, 2fc5, 8d36, d07a, 0fb1, 0e20, ecaade2015_221v48, 4455, 90ce, 10e9, 2606, ijac201513105s4, 5693, ab18, a77b, 6bae, 9651, a3a6, sigradi2014_159h4, acadia14projects_463d, 5f78, 2d16, f73a, 1c66, ecaade2016_199a53, 1e7a, acadia14_719b, b400, 9b8e, 3dbb, aacc, 39b3, 4e57, caadria2017_185z44, 8674, 4ee2, dd63, a875, 76be, 6d50, caadria2017_095e26, 6068, 1978, 3338, 2cd1, 7954, 5978, c8e5, acadia14projects_463aw, 0163, ascaad2016_018i7, af16, 9643, acadia15_311l12, eb1b, ecaade2016_tkog67, ecaade2016_118g32, caadria2016_157v6, acadia15_371m16, 0748, 49fa, a43f, ecaade2014_071b17, 84ab, cb91, 17fc, 5a34, 8379, 1e41, acadia14_375n, 7e7e, 7ef8, 5f66, ecaade2014_204f53, caadria2016_229y10, 1d48, b58b, 05a7, caadria2017_094u25, 175b, 3d49, fee3, 8151, f047, 28c0, 9123, c94c, 9d1a, a16b, 4ded, ecaade2016_167t47, 2511, 6f4f, f7ee, ascaad2016_003y1, 17b8, 0280, d40d, 3f58, 85c2, sigradi2014_314o6, 4da4, sigradi2016_448s, e01e, acadia14_609at, 018b, 2468, 5bb2, caadria2016_013b2, 8d6f, 6cdb, 5b32, e7e7, da2f, deff, e43c, 9bab, e22d, e1e3, f6e8, 5452, d748, 03ef, 813a, 1f1b, f59f, eb86, d8ac, 6677, 4bc6, ascaad2014_035p1, ijac201614208b13, b0d0, 071c, acadia14_53p, ecaade2015_158w33, d6e1, sigradi2016_534uu, 3105, acadia15_137g5, 568f, acadia14projects_579ay, adbd, 3d9d, a6f5, 03c5, d48d, 06fe, ascaad2014_024x5, c215, ae0e, fb13, c8c3, ecaade2015_196y41, 69c6, 3c23, bad0, ecaade2015_284h61, 3831, 4496, caadria2017_069b22, 09d6, ijac201614309p6, 3467, 7504, 54d4, ijac201412406l9, acadia16_382v23, 3bbf, 6104, 955e, 7c35, 8d45, bd4c, sigradi2013_303g, 393c, a94d, sigradi2016_484rr, c510, 44ff, fd23, ijac201614303f2, bd0b, e0b4, 3305, b2c1, f9a2, 2548, 9fbf, ecaade2016_238i63, 68cf, fc36, 06bb, c1a5, 77ff, 79b9, ijac201513305j12, a96e, 9893, sigradi2013_342j, 99e0, f372, 24a9, c0ec, a15e, acadia15_137r5, 86c3, 971a, ijac201513104p3, 1d52, 7f42, 3e50, ascaad2014_026x6, 8703, 01ef, e41c, 0a7d, cf3d, 756b, 2540, 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117c, acadia15_431v18, sigradi2014_114k9, b562, c46e, 9504, efe0, 652c, 9c7d, 611f, acadia14_479p, ecaade2015_114n22, 643e, e196, 67fe, 6b64, 5f85, acadia14_691ay, 8731, dc90, 7061, 191f, 13bd, caadria2015_073j10, e97d, e913, acadia15_451y19, b319, 9957, 2923, 5514, caadria2015_010x1, d183, 11c6, ee32, 5fab, c914, 6e1a, 3c77, 61cb, ijac201513102m2, 4185, caadria2016_343d15, 9bfe, 6c0d, ijac201412402j5, 2f0c, ascaad2014_032u9, ec03, 945c, 7f80, 4d5b, df3e, 73c8, d0d6, ecaade2015_59n11, 09bc, caadria2017_048g16, acc2, 1bea, 5739, sigradi2015_2.213t1, c35d, 9864, ecaade2015_317x68, 66a2, 9b7e, 1420, 723d, c1c3, 7870, d61b, bedf, 3091, 54b0, b05e, 19b0, 77a8, 2743, ce0f, 2895, e873, 4d03, 1ea4, 2148, 3450, 1df7, 5ae6, ecaade2015_201x43, 7679, 75ca, 866c, a122, c58d, 2842, fab4, 8f90, ab41, e2b3, f9c9, 922c, 101e, 7a01, d8bd, 1757, 9833, c7cf, 1240, f6cf, sigradi2013_189h, 1f65, ecaade2015_319b70, ecaade2015_129o25, 0ad1, 1b3b, 91f2, 50f8, d091, ff0b, caadria2015_108u16, 0760, 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caadria2016_673b29, efba, acadia14projects_153an, caadria2016_693b30, e69b, bdd4, 1f66, 6fcc, 73b2, 0b54, f399, 6b1f, 5ca0, 69d0, 4377, eb83, ecaade2016_223v58, 2aa2, acadia16_344o20, 95cf, c12e, 6868, 2a1b, sigradi2013_222i, ecaade2014_084s19, sigradi2015_6.151d8, 2ee8, 7c94, fc27, 38b6, 2969, 46e7, e51e, 447c, 53ef, acadia14projects_153ak, 90cd, 429e, 2350, eb98, 8330, a3a8, 1d9a, 9049, ecaade2015_172d37, 51f9, 3e54, 93ec, fc06, ecaade2014_112i26, f65f, b37a, ea30, d68b, cb89, e01f, f6fa, 9c59, b53d, 9eba, e640, acadia14_473aj, ecaade2016_224v59, 4c46, bd30, 00e9, 95d3, sigradi2016_522x, 22c0, ascaad2014_005r3, 7436, 92da, 05c2, d24c, acadia14projects_435ac, f9c5, a4e4, ecaade2014_224s56, caadria2017_136m36, 7ff7, a9b9, 8608, 954f, 8223, ijac201412402j4, 57fc, 7cba, caadria2016_073c4, 048f, 6a8e, 1dcf, 07b2, 6a43, 0d70, c338, 4b9d, fb66, b161, e1e7, 362b, b9b2, d56a, sigradi2013_243v, 10b8, acadia14projects_135r, 1cf9, 055c, bc36, cd79, b16e, e285, e9f0, b358, ca0d, cfcf, c37a, 170a, 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ascaad2016_008g4, 5239, 5a45, f80c, 4a1f, 9912, 03e3, ecaade2014_138l30, d9b4, 97bc, 3857, 56b8, 8b5b, 87c9, 270e, 7b21, cc9d, acadia14_247n, 9e31, sigradi2015_10.267p20, 610b, f962, ijac201412201f1, bbb8, 3883, da5a, ceda, c6b7, sigradi2014_114l9, 8b8f, 4931, 52a8, c5fd, f66a, b163, 3275, ecaade2014_112e26, acadia16_154i11, ecaade2015_217z47, a60f, ecaade2013r_018v9, 655c, 61bb, 3f6e, 6d4f, 972d, f00c, 7c29, ecaade2014_186f47, ab2c, 4784, 12b1, 9c95, 1788, a143, bb46, cf60, d802, acadia15_284r11, ba21, a750, 1cfa, ijac201412407a1, efe3, a594, acadia14_135u, a605, caadria2015_072l9, d3f5, ascaad2014_016j9, da42, 228e, 5ed9, ef58, 873b, 2300, 8219, cf29, e95e, 92cc, cdf7, caadria2016_271u11, ascaad2016_046o19, cbd4, acadia14_375f, 4409, 6639, 8e3f, f29c, 20b0, 59b9, 514d, sigradi2014_074k6, ecaade2015_100y19, 492e, c986, ascaad2016_041n16, 10ac, ijac201513306a13, acadia14_531l, sigradi2015_3.43k2, caadria2016_725l31, 87e9, 9f0f, acadia15_343k14, 27b6, ef04, 87d8, ff25, acadia14_507ad, a3bd, 834b, f245, 94a7, ecaade2014_141e32, 733c, d608, a429, ad55, 2db0, dc27, 70b6, ecaade2015_293y63, 8c54, f04b, 702a, de7a, 4da7, 4d24, e1c7, sigradi2013_347v, a4ab, acadia14projects_427ak, 1113, dd78, 9e89, fb10, 1c84, 0b71, 8aee, 3ee6, 04a0, 3eb5, ee9f, 5ba9, caadria2015_208a31, caadria2015_213v32, f571, 0f77, sigradi2015_11.136r24, caadria2015_137m22, 7b88, 3542, b8c9, 0560, a1ef, 365b, 4f17, 7d2a, 8aca, d5f8, 1f10, d697, 5cf3, ecaade2014_070g16, ecaade2014_109v24, b423, b97b, caadria2015_126k20, 2bb3, caadria2015_164d25, 6059, 17f3, 7f51, 1e8f, ijac201513206t9, ee63, 6415, 7cab, 226f, aede, 1b52, sigradi2014_041e3, ecaade2014_019d5, ecaade2015_11f1, e0be, 8b91, ecaade2016_228i61, 80e4, bf06, 9560, b712, 593d, f935, 0a78, sigradi2015_6.183l8, d240, f005, be5e, cb37, 5e05, 6d75, 398e, ecaade2013r_004d4, sigradi2014_186g6, bec2, d73d, 3c52, ff1a, 68cd, e5b5, e2d0, c66d, 3f7f, d92a, dfc9, 3ef7, 75d7, 1bbd, d261, eccf, d4eb, e0a7, cf77, 9a83, 4843, 6ec4, 9547, e46e, 6c76, ecaade2014_194w49, c9e8, fbcf, c254, acadia14projects_497z, c567, acadia15_431l18, caadria2015_126z20, 409a, e7a4, 6afa, 4459, 532b, fa46, edb6, 4639, ecaade2016_079u23, 98c5, 14b6, 234c, 83c5, af0f, 9617, 7254, c316, c113, 48f5, fc73, 1c20, sigradi2015_3.11e2, 9025, ea76, f5f8, 3f68, 4bf8, 6dc2, a107, 970a, b77b, 32a4, 7b2f, b9fc, 0c62, bbf9, 2bc6, 563f, 88b6, 81f8, 9aa3, ascaad2014_024k5, cdde, 9e97, 4480, ecaade2016_208p53, 378c, 9e56, sigradi2014_032d2, 63dc, 5d0a, sigradi2013_401k, 0b27, 477a, 5cd8, a641, 332e, e9b7, acadia14_311z, 160e, 8537, 8beb, ecaade2014_111j25, b891, fafe, e41f, 41b8, 3565, 273e, 800c, c26e, c90e, 65c7, 1556, sigradi2016_550m, 0e53, ac71, b2e9, 8869, 2833, c2b7, c690, 591f, 1a96, d1a0, ac4f, 4e15, 8dda, 88bc, 74c4, acadia16_344u20, ascaad2016_038b15, d9f0, 7de3, 2b1c, 9510, 5e47, sigradi2014_279a3, ebb3, 9f17, ca1e, acadia14projects_497r, caadria2016_105f5, acadia14_589d, b8d3, 5309, 4222, 98bf, 9731, 0f65, 4c3d, 4723, d4af, cef7, acadia14_463o, 9ffe, 2a2b, b00f, 778d, d571, 7757, ecaade2015_280g61, sigradi2013_44, f9af, sigradi2016_488p, e2fd, caadria2015_023c4, ascaad2014_007i4, df05, 1081, 0104, ce6d, ecaade2015_59u11, 0038, bd17, 4424, 6f04, 5258, acadia14projects_333ax, ecaade2014_168z40, be4e, ee16, 16a4, 53e5, 4c02, caadria2017_118k31, ijac201614102u1, acadia16_344f21, 132d, f4b8, 0fc3, 1e54, f89a, ecaade2015_230c52, 6090, 6467, cb00, 4913, 20d7, be91, 222a, sigradi2016_637aa, f3d9, b5bf, 4af8, 9be5, 51e8, 7a29, ecaade2014_159j39, 9fc5, 4cb0, f37c, e4fc, d68c, 6ab5, 42c4, 68a2, 1c8e, bdd5, sigradi2016_450ww, b586, afe8, ded4, 2ace, acadia14projects_619x, 468b, ecaade2016_130w36, e5dd, ascaad2016_028e11, sigradi2014_271n2, d97e, e3e5, 5b82, sigradi2013_111v, b4bc, 503a, 20ef, 7ce8, 169d, 44f9, ac3f, acadia14_177ag, 4d07, 28a7, 47c5, ecaade2016_038h10, affc, 2786, b9f3, c8ae, 6ac1, ijac201513102y1, d519, f0db, ascaad2016_025m10, 7d35, b683, 74bc, cbe7, aedf, 1740, 8c17, 3cc0, sigradi2016_407o, 5854, d88c, fef7, ecaade2015_86l17, 4b5c, 4bcf, a882, 3253, d929, 5c38, 2e4b, ecaade2015_307p67, 1e97, fb54, 56fd, a291, 973f, sigradi2016_770n, 19b3, 87f2, b4e7, 9c7f, e70f, 35c6, f054, ijac201614104a4, caadria2016_787h33, sigradi2016_690qq, f3e4, a152, 1af6, ecaade2016_166l47, b442, 3346, 0289, 8bc4, ecaade2016_048v13, 9bd8, 1b40, e16d, acadia14projects_565ah, ea0a, caadria2016_405g17, af6c, eb75, sigradi2016_690e, 056c, ijac201412403s6, 185f, 1040, 2d7a, d6be, sigradi2013_117n, c6cf, ijac201412302a7, 73d4, ecaade2015_110f21, babf, b758, caadria2015_124g20, 4a0e, acadia14_101y, caadria2016_777d33, 46c9, 95ca, fdde, 96d2, b7bb, 7d83, ae8c, acadia14projects_601af, 3990, 5f3d, a730, ee54, 7e06, ed5a, 72cf, a83e, cc1c, ebc4, f520, ac96, 5e42, 8f52, 0df5, 9673, b75c, 6063, 4109, acadia14_153d, e741, 4383, 2efb, 08a6, cd45, ijac201614303u2, 83f1, ascaad2014_024a6, 5d66, eaa6, 9cdb, 11eb, 24d3, d4a2, ascaad2016_023u9, ecaade2016_191x50, ec90, 65fb, e696, ecaade2014_038y9, d2e5, 083b, sigradi2016_635i, 8485, 9dfa, 41ff, 59cf, 5aba, sigradi2016_470q, f809, efa2, sigradi2015_4.219i7, ecaade2015_235l53, 5781, b7e2, 0d14, 5bf8, c2f7, 0142, bb80, 1b43, ab9a, e37e, 681c, 5875, 1d74, ecaade2016_161w43, acadia14projects_555k, 4a06, 9ef8, acadia14projects_389e, ijac201614208s12, a688, f6dd, caadria2017_015t5, d549, 94c3, a6df, 63da, 221b, 857f, 980f, 077a, 5010, 38ce, ecaade2016_077u22, 44aa, ae4b, a558, 50c1, 6372, ecaade2013r_001k1, bb30, 1239, b883, 3b0e, 81e4, 136c, caadria2017_042t13, 951e, ad3a, acadia14projects_531x, 127a, 6d46, 6de2, dd13, 1e9e, 8d24, 284f, c359, sigradi2015_10.7f18, c70d, 8561, 1b7c, 0655, 01cc, bf1c, sigradi2015_8.186l13, 0c34, df1c, 1b2f, d0b2, d544, f99f, 1908, 9780, fb68, 3bc5, 3e1d, acadia16_440j26, 6e8f, 4be6, 66f6, 55e2, ijac201412204i3, 02f7, ecaade2015_301p65, 1159, 6194, 30ad, 3626, 82bb, 79fe, 6af1, 778b, 10ec, acadia14projects_699p, 6a91, 040f, 57b6, b975, 6038, e35a, e241, acadia16_24t2, 6394, 5613, 1f58, ecaade2015_129u25, 11fe, c390, ad3d, caadria2017_118v30, acadia14_237aw, acadia14_291ax, caadria2016_125p5, 9168, caadria2017_030v10, ascaad2016_023o9, 012b, 1b65, ea54, sigradi2013_387b, 1ffd, acadia14_601x, 9a81, 513e, fdb3, b4ec, 13e9, caadria2016_529o22, 5d58, 00e1, 81cf, 96a6, d5c2, 8d41, ecaade2014_036g9, ijac201412301a6, b261, 7f8b, b425, 7ae0, acadia15_407t17, ijac201614104c4, acadia14_531k, 7b85, 7179, fe30, 5c2a, 3a9c, 2635, 98e8, caadria2016_809e34, 4981, 1d34, c5be, sigradi2015_10.307k21, 328a, ecaade2015_84y16, c7e2, eb46, 2656, caadria2015_122n19, 1c3b, acadia16_260o16, da6f, d637, 14da, ascaad2016_045f18, acadia14_375ax, a033, 773d, a1c5, 0ab9, f083, 2194, 288e, caadria2015_156m24, afed, 42aa, 8afa, d197, acadia14projects_23ae, 92f8, acadia14projects_101ah, 7803, c19a, 02ec, cbf7, 1b56, 92bc, 3a35, acadia14_719l, a079, 6412, 931f, e496, b313, acadia14_339ac, b6ea, aca7, acadia15_57o1, b46b, b564, aa2e, ijac201412402u4, 8da7, sigradi2015_8.264o14, 6247, d8c1, 9ead, 62a6, 3a38, ijac201614102t1, caadria2015_185i27, a17f, 1f7c, ecaade2014_202k52, 0828, sigradi2015_10.177b20, 2b86, 6a85, ascaad2014_017e1, f087, sigradi2015_10.309w21, 8eae, b013, sigradi2016_732j, ijac201412405r8, sigradi2016_544e, ecaade2016_118l31, 063e, ffa5, 9f38, a590, caadria2015_114x17, bfe7, 4825, 59fc, 9fc2, 0602, f3fa, c73d, 16fd, 272a, 4944, 0d42, 5048, 30c5, a316, 35d8, 2362, 68c7, 1314, e429, 1c98, 6b99, e011, 555a, dacd, a2e3, 6b5d, 98de, 6e75, ecaade2016_223k58, 9105, 40b8, ecaade2016_007d2, 08f5, f933, caadria2016_517d22, ecaade2016_091j25, sigradi2015_sp_2.112d29, c6ae, 60e8, 68c1, caadria2015_002e1, 6ba1, 79db, 7348, ecaade2015_79g15, 1f3f, d06f, f0f8, f0ae, 6954, 165a, ecaade2014_186z47, ebcb, ijac201614308i5, 5f43, 14ad, d3fb, 4465, 7a00, 3f0e, 6b41, acadia14_389az, ecaade2016_193n51, ca5e, 80ea, 9732, 2b49, 0e85, e8c8, 89db, af1e, ac44, ecaade2015_38r7, 3665, 09ce, ijac201513101b1, 7164, b895, 6d87, 2fb0, eb1e, sigradi2013_400o, e919, 65a9, ecaade2015_118x23, 10f6, c0cc, sigradi2013_111, ecaade2014_188i48, fbe3, ecaade2016_074z21, ecaade2014_194p49, a28d, 5066, 7229, acadia15_274k11, e06d, caadria2015_142n23, fd93, 620a, 90f0, d141, 91db, ecef, f050, 97df, a1d9, ece8, de91, 2178, ecaade2015_268h59, c3f3, ecaade2016_006r1, 6f93, 181c, acadia14projects_189an, 8d7a, 4d39, 3bfa, b480, 7772, a779, a5de, 4cfa, 77e6, c675, sigradi2013_393l, eebc, caadria2015_208h31, 320c, f017, a9ab, 1ab2, 8a97, 802b, 126f, 5a26, 60c1, be71, 007d, e009, ecaade2015_37f7, 896a, 48b1, ijac201513302n10, 457e, 835f, c027, 104b, 216f, 3470, d3fd, 154d, 40c5, d16d, 8f32, 1ccc, b072, 5e7c, 46af, 7f92, b2da, 0d9c, ijac201412201b1, 169e, 0cae, 7429, b1fc, c350, 1ce2, 7a19, eed2, ea86, e49c, 0379, fd94, acadia15_333p13, 43c8, caadria2015_218v33, cb35, 5622, 63f6, aeaa, 95aa, 22e1, 907e, 8fff, f603, ecaade2015_227x50, 52b7, ijac201412408n2, bae4, e54c, a8ba, edde, 2e2e, 55a0, caadria2015_168m25, 12e6, 5526, e9ee, 45be, 49e3, a312, 061b, 4949, 61f4, ac15, sigradi2014_330f7, sigradi2015_10.220g20, acadia15_323f13, 2f82, 137e, c682, 832b, 94ab, 2dae, acadia16_206n13, 4f4c, d1cb, aa5c, 4c17, bab5, acadia15_95n3, 07d1, ed39, ijac201614301e1, 929f, 86a7, 5762, 14c2, f0a0, b814, ecaade2016_102a28, 9092, 7da1, 5b26, 3ef5, 6382, caadria2016_311e14, e6fd, b268, f4be, b0f3, ijac201614105k5, acadia14_101ai, 206d, ecaade2015_55g10, dcec, d3c0, ecaade2013r_015o8, 70e8, bc9e, ijac201614303e2, 0549, d617, 9e06, 6b42, a4cd, f0f3, 7e10, 8751, f14c, 2931, 4dea, f0ea, 689b, 67a3, caadria2017_174i42, 8838, 9255, c45c, b55a, caadria2016_549i23, acadia14_609ae, 7c00, 7c99, c270, c2d5, e9d8, 8f8a, sigradi2013_74g, d80e, caadria2016_725j31, 1bcf, caadria2016_601h25, a85c, 4854, 4a31, 16d3, acadia15_333e14, 4558, 93af, 870c, acadia14_291e, c80f, d53d, ascaad2014_005o3, sigradi2013_389, 19ab, 911a, 9151, 794d, sigradi2014_045w3, beca, 17aa, 289c, ascaad2016_038r14, caadria2017_118u30, bbc8, sigradi2013_98, 2663, e3c9, caeb, 1fb6, aed4, e18a, 3347, dc3e, 1c2c, caadria2015_032x4, 0c9e, ijac201614204v9, e76b, ad27, a314, a54a, 9ea7, 97e0, 191c, 0325, 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