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 caadria2017_124
authors Wortmann, Thomas
year 2017
title Opossum - Introducing and Evaluating a Model-based Optimization Tool for Grasshopper
source P. Janssen, P. Loh, A. Raonic, M. A. Schnabel (eds.), Protocols, Flows, and Glitches - Proceedings of the 22nd CAADRIA Conference, Xi'an Jiaotong-Liverpool University, Suzhou, China, 5-8 April 2017, pp. 283-292
summary This paper presents Opossum, a new optimization plug-in for Grasshopper, a visual data-flow modelling software popular among architects. Opossum is the first publicly available, model-based optimization tool aimed at architectural design optimization and especially applicable to problems that involve time-intensive simulations of for example day-lighting and building energy. The paper details Opossum's design and implementation and compares its performance to four single-objective and one multi-objective solver. The test problem is time-intensive and simulation-based: optimizing a screened fašade for daylight and glare. Opossum outperforms the other single-objective solvers and finds the most accurate approximation of the Pareto front.
keywords Design Tool; Architectural Design Optimization; Model-based Optimization; Sustainable Design
series CAADRIA
email thomas_wortmann@mymail.sutd.edu.sg
full text file.pdf (5,833,677 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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ecaade2014_086p20, fac9, ecaade2016_058b15, 5f72, 3aac, 1295, 4250, 25f8, 9814, 988c, 4c29, 24e9, 116b, c377, 8405, d3da, 40ca, 4ec0, acadia14_339as, 92a1, 5563, e418, 29bc, 76a0, acadia16_12j2, 5c97, 3aeb, 141d, 35a6, 44d1, 32fc, 6ad3, 3f64, sigradi2014_132o1, 6911, 3f76, caadria2015_246e36, e298, 82ca, caadria2015_108l16, 0227, b430, 5c33, acadia15_95n3, 9f6f, 600c, 5710, 65d8, b479, 3e90, 66c7, fe42, ijac201513102b2, ecaade2016_063v15, 128d, b020, 8ea4, c91a, 15eb, 684e, 40fa, ascaad2016_003y1, ascaad2016_037f14, b72b, acadia15_110c4, 8a22, 45fa, 078a, acadia16_130t9, a725, ac6c, 95d6, 9ee6, c4bf, sigradi2013_304d, bb6b, e53d, 5d56, ffd6, a88b, 20f2, 4fee, bc30, b6e7, sigradi2014_189l6, ecaade2014_194g50, d4ee, e928, 5607, 9575, ddce, 66b1, c578, fdac, ecaade2015_59i11, ecaade2016_166m47, 65c1, 3cd1, 781b, ecaade2015_261i58, ded0, 6ddf, a7cd, ecaade2014_132d29, bc6f, c3dc, 4a65, 910a, bff4, 2b13, 84e2, 7a60, 0063, sigradi2013_359g, 85cc, acadia14projects_565j, ascaad2016_009m4, 76e7, ijac201412304r9, 23fa, ecaade2015_265p58, a1b3, ecaade2014_121p27, 2b51, sigradi2013_389, ecaade2015_196m42, f189, 6fad, f324, 2246, d430, 2f24, ijac201412207f5, ecaade2015_170t35, d31a, acadia16_382c24, ascaad2014_018y1, 4b56, acadia14projects_135l, e4a8, sigradi2014_176g5, ea69, 91aa, caadria2017_183w43, 07c2, dc3b, c4ba, ecaade2016_217f56, a5a7, f6e6, ea99, e758, caadria2016_321l14, fe2a, ecaade2016_032v8, ijac201412301n5, fdf2, 0400, c30b, 9eb6, ascaad2016_038y14, 80aa, 0ba6, 18f3, 24f2, sigradi2014_015d1, d31f, 035d, 9c92, acadia14_301ax, 5e64, acadia14projects_23y, ascaad2014_019k3, 4ead, bf3e, ff8f, 90a7, c80f, 92f8, 61d9, 8c52, b1ab, b6b3, 2ed3, a8af, ijac201614309d6, 5ade, e572, ecaade2016_040w10, 4939, 71cf, 52c8, 9310, 887c, b790, d754, caadria2016_209z9, e839, 0301, 4d58, 4dc0, 4fef, ascaad2014_004d2, e08e, 4a75, 8ee7, 17a6, 8a24, 342b, cf8c, 1b94, 8eb7, 0041, c70f, 8184, 3745, a3b9, 3065, caadria2015_073w9, 8d3f, 2b59, 22a8, 7cb3, d481, 94bc, 23d1, af7f, c0b9, f94c, 1e03, 2930, 4dd8, 5f91, ac79, 5ec9, caadria2017_001c1, 46f6, cdb9, 1f4d, 83c2, 17d4, 8681, 493c, adac, 0f9f, ea96, sigradi2013_267c, fba2, e7c3, ascaad2016_038d15, fc65, 99fc, 79d8, caadria2017_104s27, 588d, a43b, acadia14projects_153h, e740, 294b, aaea, 2f12, df4d, c757, d664, 14fd, 73cd, a582, ecaade2016_068x17, 503f, 832b, 8a6c, acadia16_124i9, 5501, b5b7, 8f01, 81cb, 37e3, e1c7, df6b, 1f9e, 2b4c, ba72, c55e, 1410, 41a5, 4431, c78d, d226, b90d, 6ded, 750b, ecaade2016_099g27, ecaade2014_130y28, f61a, 2f4b, acadia14_399ah, sigradi2015_12.215z27, acadia16_214z13, d66e, 3447, bc90, 4d7f, 5612, sigradi2015_12.215t27, 09c2, sigradi2014_345x9, a07c, 591d, 0039, b09e, 4731, 2a77, 79ca, 593b, 1d0d, 0576, 872b, 086f, 6026, 12bc, 7fe7, sigradi2014_330o7, 5b6e, cb6f, 5626, c684, 91c2, 2708, 1a7a, fc0f, ascaad2016_012v5, fe63, ef0e, 392c, ecaade2016_095h26, 63ed, f16e, ad0e, 5f09, f809, 83e0, 7a17, da80, c074, 267c, 60d9, 1bfd, 8504, 4dc5, 7499, ascaad2016_036b14, 180d, bd86, 61f4, e3e4, b170, 3228, fcdf, 975f, 42d2, 8226, 5e30, f059, caadria2017_008d4, 3d36, 110c, 6d86, 66a9, 3c74, af82, 46ba, 8c50, 1cf7, c24c, ascaad2016_035n13, cf3c, bec4, cb70, acadia16_24z2, acadia14_619ae, sigradi2014_074o6, d4ba, ecaade2014_153p37, sigradi2013_285a, sigradi2014_265t1, 5b63, 277b, 11ab, acadia14projects_135aa, f67d, 19cb, 26ee, c0cf, 9896, 91ff, acadia16_244s15, caadria2016_851v35, d3b5, c1dd, ecaade2014_180t45, d08d, 2368, sigradi2015_4.219g7, 6b9d, 8ca4, a163, 9730, acadia14projects_565l, ecaade2016_130w36, 24fa, e501, e590, acadia14_63ah, ef5e, bc07, 626b, ijac201412407t9, 121e, f7d6, 2fa7, 2e81, ecaade2016_mrth66, 777e, 0f7c, ascaad2014_026b7, 8cb6, 8f29, ecaade2016_197b52, 6bd3, b630, 8d8d, 086c, 5be3, acc6, 818d, f54f, 1487, f590, b377, 21f6, 09f7, c062, 730c, d2b6, 5229, ecaade2014_012l2, 4da3, 0930, 882c, caadria2017_122p31, bf77, 451a, a0ec, 5120, ecaade2015_293c64, 94d5, 579e, cdc2, 6813, bb97, d625, caa4, c1ca, 54ec, ecaade2015_237l54, daf7, 87e2, 0896, fc47, acadia16_270e17, b8aa, 47bb, 2f40, af20, 2e01, ecaade2016_132r37, 82a4, 6ac1, ccc3, c41c, 8d94, caadria2015_099s15, f385, a201, 103b, ijac201614306w3, ijac201412406i9, 4f9a, c7ec, d9bc, 06d4, 6b42, 5107, 378a, 25a5, caadria2017_145c38, 30d0, 567f, bda6, ecaade2014_140v31, ea2f, 7fd2, 2d11, da81, d4a3, 1f32, 3d46, sigradi2014_151m3, 4805, ijac201513103r2, ebd1, 6dbb, 6197, fe1b, fdbb, c19f, f45f, 0b17, 8b74, 5601, sigradi2013_263p, 0c47, 0271, 30aa, 4b9f, 1ec3, ascaad2014_012f6, 2d39, ecaade2016_015t3, 1acf, 8832, 0a89, bda4, 4d26, a975, 8765, ecaade2014_111u25, e627, 49e8, 80b4, 403e, b3fe, 0223, e2d2, 3d79, caadria2015_176m26, 182c, ecaade2016_023y6, 347b, 9750, 2b72, acadia14projects_589c, 2d74, ede7, b8a9, 44ad, e33b, ecaade2015_114p22, a2df, 20eb, ijac201412405n8, d9af, 89dc, 6227, 296e, bfa4, 9fd3, fd75, b70c, 65db, 5988, 60ef, 3c63, ba26, e7a0, 2ded, 99be, a6c9, b18b, 4b33, 38ee, 70f2, sigradi2014_345o9, 95dd, 8ead, aec3, 47ca, 4866, 1501, 6820, 89c5, ecaade2014_065f15, ascaad2014_023w4, 19f2, f190, 4377, cb3a, ijac201513205f8, 5355, acadia14_671l, af1b, 24d3, c78e, ddab, 2e72, 36c6, ecaade2016_118t31, 66e4, 57bb, 28a4, 8b4a, ecaade2014_224a58, 76fc, 6476, 3128, 0f41, f2d3, 8bce, be6e, ba25, 74a3, acadia14_565y, 2d01, 3b27, caadria2017_056x18, ecaade2015_280c61, sigradi2015_8.41w10, 13a3, 76ed, caadria2016_405p17, 0456, 1b6c, f7f0, 5bc1, fa53, 560e, 96a0, ijac201614201l7, 6671, caadria2017_056a19, 3434, 3527, 50a9, 8087, f9f6, afbb, b333, 1612, 66df, 38b8, sigradi2013_238o, 1470, caadria2016_839m35, dec2, 8bf8, a16f, c083, sigradi2013_358, 7cf1, 0e1f, 308e, 38ea, 687a, de9e, 4034, dd9c, bc5c, acadia16_154g11, acadia14_479y, f8d7, 45ff, f143, c05b, sigradi2014_284g4, 66eb, sigradi2014_042t3, 63f0, ascaad2016_045k18, c6cd, 54e1, 2d06, 6b79, 05f3, 91ae, 0827, sigradi2015_3.111a3, acadia14projects_565h, acadia14projects_531r, sigradi2014_347k10, fe5c, 08e0, ba31, 1454, dade, 6545, df2a, 54d2, cf51, 4f5d, 2ac7, acadia14projects_125p, caadria2017_023v8, a570, 8a3d, b28d, 7c1a, 846e, e343, 0a09, 3cf8, c70d, 9a67, 69e2, 559f, ab1a, 4f7c, fcc4, 77f0, 6695, 2345, 4cb7, ecaade2014_239n61, f4e3, 38e0, 2b01, 7935, 5ee0, ascaad2016_010t4, 8f38, 209c, caadria2017_072z22, a48e, 9f57, cd7e, f02c, caa9, 3702, acadia14projects_131ap, a0ad, sigradi2013_205, e58d, 9a52, eab5, 0e69, sigradi2014_103x8, 5844, efbb, 86c5, 7dec, ecaade2016_013o3, e6ce, ijac201614201z6, 2e49, acadia16_106d8, a0e2, acadia15_69o2, 77a4, c3c9, 96b2, acadia14projects_317s, 498b, b003, ecaade2014_089k21, 2e17, 20a3, sigradi2015_10.317p22, 670e, de36, 35ab, 6a8d, 42e8, c57d, 388f, a11b, 98fd, 884c, ascaad2014_007h4, 3fb0, 7cb6, d823, ijac201412205y3, acadia14_719n, 6471, 96dd, f79a, ac83, ijac201412206v4, 1b23, d6c1, 9fa5, 0146, fc30, ac3b, 57b8, b483, fa16, 88d8, 15cc, f161, ecaade2014_240k62, 10bf, ecaade2015_100n19, 2c65, 2401, 8a4e, c958, e2ab, bce2, 1ced, acadia16_432r25, b1cb, d56e, 7745, 3c0a, 1ae1, e279, e5cc, 5b53, 64c9, 72a1, b2e2, b58d, 0375, 1c32, caadria2017_124j33, 4000, 6479, 9774, f8c8, ecaade2016_217p55, 3b5a, fbde, cadf, c536, 96e3, 43df, e9a0, ecaade2015_64r13, sigradi2014_136d2, sigradi2015_3.11e2, sigradi2015_3.111j3, f796, 3f79, 3781, acadia14_473al, 085e, f528, 696d, 1f0f, acadia14projects_117h, 10fa, 88d0, a809, caadria2015_176u26, ce8e, acadia16_372m23, ecaade2015_114w21, f94f, 21e0, 9b65, ecaade2015_158l33, b3df, d80f, a4a5, acadia14projects_719l, 9e9d, e8a4, acadia14_301d, cd5b, e8a5, 9305, e2e1, 6980, 04f5, 5aeb, 9c9f, b8cf, ac7a, 2d00, 14e6, ijac201614203y8, ea38, ecaade2015_240t54, acadia16_290e18, 346a, 8373, c364, f723, e81f, 9590, 9265, 4a66, 47df, 2957, ecaade2014_130a29, sigradi2014_085e8, ecaade2016_023o6, 14af, 936a, 0497, efca, acadia16_402m24, 720e, 43a6, f2e6, 7c42, ecaade2014_079z18, a6c2, 303d, af6e, ceb2, 0058, ac1e, d18e, acadia14projects_317v, f7c1, e6ad, de6e, 8bb9, a3e0, 9743, 0efb, caadria2016_735p31, d590, 36e9, 2c20, acadia14_33am, e5ae, 0028, c6c8, c657, caadria2016_425h18, 2f56, 41a1, d607, b2a8, e4ce, ecaade2014_153g37, 1234, ab85, bb87, a5ef, 1278, 6760, aa11, 943a, 7665, 7a8f, caadria2017_033n11, ea6b, e4e6, 856e, c8f2, 41e2, acadia14_111l, 1865, 12ba, 36c7, caadria2017_028a10, aa66, a6dd, caadria2017_174o42, ecaade2015_309t67, 16a8, d178, ecaade2014_157e39, caadria2015_233f35, 23e7, e46e, b462, b748, e184, 77e6, c930, 2c17, 0938, ed64, 067f, 9af2, 1282, 6d4d, 8354, 0963, 8512, 7033, bb0b, acadia14projects_453f, 4b06, ascaad2014_030b9, afa5, sigradi2013_295c, 84dd, sigradi2013_31, acadia14projects_609al, dfec, d87a, a756, bbe9, 0f39, 11fc, 84c2, 2f96, 0127, 6691, 6c1e, 724a, 32d7, 0d3b, dc86, 3896, 8778, 366f, 478e, 15d8, 60ed, fb61, f79d, 2cc2, acadia14_43at, 784c, cc62, 3c92, 05e9, 4d57, ecaade2014_046o11, caadria2016_177x7, 8dcf, 6f9d, acadia14projects_555e, c2bf, 665d, 3804, acadia14_339an, 8c15, b5f2, ijac201412305k2, 7a2f, 95e2, 4be5, 01b2, 4041, acadia16_140f10, f02e, 2f7b, a5ec, 2ac8, 6df2, d7fc, f88e, 3490, 521a, 6fc5, 80dd, 1306, fece, caadria2015_102d16, 858c, f28b, ijac201412306y2, d8e1, b35e, acadia14_681as, d056, 8bb0, 5e95, 7101, e181, 44d8, acadia14projects_101v, 57d0, 28eb, acadia16_308c19, 9d26, c8c7, 17c8, 3c73, 5811, 94ed, 4915, 9ff3, eced, da1c, sigradi2014_345z9, 5471, 2ec2, ef98, a106, d92a, caadria2016_809h34, be29, a06d, acadia14_339ag, be5b, 2b6b, f562, 7afb, ed21, 0ebe, ecaade2016_ws-foldingv68, caadria2017_131g35, 82fe, ecaade2016_144g40, 97ca, ascaad2016_042r16, 5ab6, 7287, e760, acadia14_579l, 95c1, acadia16_106f8, 8987, 458b, 7763, 3a69, a7e9, 84e4, 717f, a176, ascaad2016_022w8, bcff, 0cf2, 16dc, 6f41, aa71, acadia14projects_357ax, 4c90, 3815, ca1e, sigradi2014_263e1, 7e6c, 3a57, 5c63, ecaade2014_147z33, fa95, b43d, 755e, 734a, 66ef, 246d, d27d, 0458, b6d8, 61de, a492, acadia14projects_333az, 6036, 5606, 1f6a, 51bb, caadria2017_015i5, 4528, 997f, 6533, ecaade2015_84b17, caadria2016_683g29, b6df, 2bf8, acadia14_389e, cfe1, 3120, b471, 14ce, 30d8, 5187, 2351, 35fb, 0023, 238c, 1f75, a759, 630f, 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ecaade2015_304w66, 02b0, 48fe, 8694, b8a1, 7236, caadria2017_005x2, a40c, 97d6, caadria2015_086i13, ba99, ba92, b912, 6256, 6395, caadria2016_343d15, cc43, 7def, 36c0, d5a9, 31b9, ecaade2014_020p5, ed3f, 12a0, ecaade2014_052j13, e36b, caadria2016_851a36, 63c2, ijac201412403i6, 6345, c4ff, 57d5, c95c, c46f, 6819, de37, 3100, 9bbc, e24f, 91ea, sigradi2014_159h4, 6a99, e755, 97c1, e62a, 08d9, 609a, ec62, 59f3, ecaade2014_214k54, 495b, bf39, 1906, f378, 3714, ecaade2015_201x43, 21e1, 1c50, acadia14projects_317r, eca3, 0e23, 710a, ea85, c2cb, 6f4a, sigradi2013_268, sigradi2015_8.328p15, decb, 3306, a656, 3db5, 1560, 6bcb, 5ef2, caadria2016_507o21, 2d78, 427c, 13dc, 5d8f, 0790, 246a, c4eb, e394, 20ee, 566a, a807, c11b, 7813, eb64, ascaad2016_008b4, 94b7, caadria2016_797z33, f293, ca02, ijac201412307h3, 3b70, 17c7, 7185, 6c2d, acadia14_655ad, 673e, e9a6, 435c, 6660, c443, 37a6, a621, 3e21, 12bb, e251, 8e6e, be1d, acadia14_339ah, caadria2017_190y45, cb36, ee24, 8bb3, d7d8, 9fbf, 5dd2, ff6b, b4fd, e4aa, 3484, 6b47, 2bec, 77c1, 5968, fe32, 0fc0, 41e9, 2563, 63c8, 2ee7, bbd9, a8c4, 2882, 73ef, 42e4, a59f, b61b, 9903, b0ce, bc0a, 15fb, d09b, 7c0a, 2cf0, eddb, acadia16_344l21, 6c2e, 8323, d6f0, b040, ijac201513105x4, 1949, ecaade2014_153l37, c396, cd6c, 89cb, 5645, bcdf, eff9, 73d5, ijac201513203v6, c8b2, e0f8, 7882, 42dd, c3de, ecaade2015_314k68, sigradi2014_313r5, 53ec, 810e, aa74, ee10, 5b4c, 3fb1, cd4d, 5bda, 1298, c8dd, 2807, acadia14_63a, ba18, 193f, 3f7d, 263e, 7484, 793c, 8e37, ecaade2016_095k26, a96c, 7ab3, 06fc, 9c70, 5215, e9eb, 0b36, 36d8, ba91, 32eb, ccb5, 7a5d, f481, 178e, 4c00, c1ba, 954e, 2ad7, b6ef, c6ed, 1eb2, a21d, ecaade2013r_012n7, ad7b, 39e3, caadria2015_016l3, 001b, 466d, 308b, c0d1, 61fd, caadria2017_003a2, 9ba3, 9f39, ecaade2016_222l57, 8983, 7bc1, ecaade2015_115v22, b530, ccf8, d524, ecaade2014_226a59, f7bf, sigradi2014_213p7, sigradi2014_018j1, cc5d, sigradi2013_393, f471, sigradi2013_407, ac7d, b35a, sigradi2013_52e, 8c26, ecaade2015_22v4, caadria2016_851d36, ced9, 87d1, sigradi2014_057t5, 6922, d30a, 0b42, 86f0, 6a8f, ecaade2015_319i70, acadia14_479ap, 0293, 9560, ae45, 359e, fb8f, eb36, e4c6, ee0c, 3af7, 3695, ijac201614204r9, 55fd, 7dd2, c1e1, 75c4, f603, acadia14projects_199ae, 7dab, ecaade2015_21b4, 06dd, fd0e, ed1c, caadria2015_237k35, acadia14_257ab, f187, 81aa, 88f1, 828e, 49bb, 5704, fecd, 89dd, caadria2016_663l28, 34fa, ijac201412301o6, 87a6, ae6e, 55ae, 2726, eab7, 2264, 5d1a, 4d16, bddc, 09f8, 85aa, 72a2, 488b, bb7f, 7b45, e021, ecaade2014_147w33, 75c8, c1ee, 13c2, ecaade2016_126u34, bbef, 3bd4, f5c2, 373f, ecaade2014_016a4, 8bd3, be58, bd65, bde1, 309d, 7c59, 84e5, e70a, c2fc, 7e0b, 034d, 33f6, 61a6, 8eb0, 0f2f, 151c, sigradi2015_11.136z24, f827, 1c36, f60a, 6c3c, 94b3, 4da2, d7d9, 1be3, 4881, ecaade2015_77y14, caadria2015_070e9, e331, 71cc, caadria2016_819v34, 5a5e, 2a4f, efff, a923, d75f, 1358, 93b0, ecaade2016_185x49, 9d2f, ee75, eead, caadria2017_057p19, sigradi2013_189p, acadia15_323v12, c027, 6d6c, d8c2, 2b24, dc60, 86b9, 1aaf, 3771, e750, c3b7, 5ca7, acadia14_435af, 971c, 5c18, 8ef1, ijac201412205o4, 4d0e, c3b9, sigradi2015_3.212l4, ba16, a4c2, 93dc, 49f2, sigradi2013_226z, e12e, 0719, 0521, a95f, sigradi2013_327s, ab8a, ecaade2016_ws-dheritageu67, 9e67, cacc, a227, f3d9, aded, sigradi2015_8.81r11, ijac201412204o3, c805, 0e84, d396, d92e, 01f5, 96de, f83e, 4822, 0d05, 166c, c698, 5789, 455e, sigradi2015_3.370a6, a9b2, c8b5, ascaad2014_019i2, 99d3, d9c9, e861, dd87, a849, 694d, bacb, d99f, 3ad1, a03d, 7dfd, 7ab0, d838, 52f2, 31bf, 6e55, c247, 29e9, 0fb0, db0e, 094d, 0179, sigradi2013_158a, 20df, 7456, d3fc, ecaade2014_111r25, 6bbb, acadia15_497f22, ec0a, 0e59, b3fb, caadria2017_189i45, d3b1, acadia14projects_719s, 830b, 74b4, 97b5, fe97, 0d50, fcf3, sigradi2015_11.196l26, 6e9e, fba1, 4af1, ijac201513102x1, c926, 5d04, a3b5, c4db, 815f, 5368, 24ea, 0b0d, 3b55, ecaade2014_016w3, 180a, 96fc, 4ee9, ecaade2015_118s23, 7901, sigradi2015_7.203g10, ecaade2014_153y36, 467d, 9936, e521, acadia14projects_565r, 5ee2, ecaade2015_221p48, ecaade2015_129s25, bdd9, f08a, ea82, 00ef, e7bd, ebe4, e0f2, b227, 41d2, 002c, caadria2016_281c12, 5696, 29a3, d0f0, ecaade2014_070k16, bb12, 2c42, 8eac, d420, b9a8, 88c7, 841b, f997, 4078, 0fed, 53b3, 68e6, 320d, 7ce4, caadria2017_056z18, 3605, b7b2, sigradi2015_12.215o27, ada3, e9b6, 30cc, 149d, 384d, 3a33, 53c5, 09ca, 6b1b, e233, 8720, ascaad2016_028v11, acadia14_709ao, a1e0, 51dc, fbf2, ecaade2014_208y53, ab79, d13c, 1929, ijac201614202n7, 5e7b, f66b, sigradi2014_140p2, d3e0, 1ca6, 39b9, cb14, 9175, 1a29, a372, 7307, 64a8, 89b5, 9fef, b4ca, caadria2017_107r28, bd2f, ecaade2016_132u37, cb3f, 450f, 2229, 00bc, ded5, 2fa2, sigradi2015_11.165k25, 1969, 10ad, e799, afa1, 7807, 7450, 7c25, ae3d, fb18, e473, ec33, sigradi2014_281g3, ijac201614304y2, 0514, c6a4, ijac201412204m3, 9d07, acadia16_318h19, 0a43, 7216, afbf, acadia16_12i2, 2c98, c978, 66a8, 9f64, 6a67, f3c8, 6abf, a707, ef9f, bb1a, ecaade2015_269k59, ijac201412204g3, bfa9, dc3e, d750, 55e2, c0c3, 769d, ecaade2016_075a22, 8719, e439, 93bf, 012a, acadia16_470r27, 83ef, f188, cbae, sigradi2014_080n7, f769, ijac201412204t2, ecaade2014_127p28, 22fd, c6ee, 0b99, 7200, 514f, 9b0e, 6dfd, acadia15_483v21, 1ec0, 5e7c, 8b66, 7017, 55fa, 4521, 8424, acadia14_145p, 8305, d54a, 2d54, af8d, 58f7, ecaade2013r_018v9, 514c, 52a5, 6edc, f6f6, b6a8, ecaade2014_094k22, 7839, acadia14_619au, ecaade2016_033h9, 8ab9, 56b3, 7a29, c22d, caadria2017_051u16, c444, 49d7, f2bb, acadia15_513t22, 6b69, 329b, cf99, c121, 3d3b, 0992, cf56, 267f, 4934, 76e9, 4c74, b9e7, e7c0, ecaade2015_227g50, 358c, acadia14_627ar, aa37, f4d7, acadia14_681au, af89, 793f, 299b, f4af, ac97, d7cf, 8104, acadia14_257ad, 6b50, e720, 03a2, ijac201412408g2, ecaade2015_176t37, caadria2016_333u14, acadia14projects_53n, 3010, 2ac0, 72a7, e991, 2d15, f6f8, e90f, a258, 2165, dc39, 8877, acadia14_435ad, 3894, 0f37, 0200, ded6, b606, dbbe, acadia16_130l9, ec8c, c946, aaf1, 1633, ecaade2016_182n49, sigradi2015_10.138z18, 4a55, sigradi2013_401f, 2811, 2ca5, 9d65, e19a, dd79, 4adc, 46b7, 749a, 6e75, ac67, bdc7, acadia14projects_579b, 78d9, 76c5, 9947, caadria2017_123r32, 6e54, 3ddd, 411e, 99d0, d385, 53a5, 8186, b617, 6f71, 3a92, bb9d, acadia16_254a16, 5e08, 9c39, 49b0, 7fc0, cd1a, ecaade2016_118a32, f523, 9043, ecaade2014_182x45, caadria2017_190a46, sigradi2014_015f1, b274, ijac201614201y6, acadia14projects_247i, d9a7, ascaad2014_030d9, 6c12, d75d, 684f, cc6b, c96e, e58a, 6bb4, acadia14_135i, 2a4e, 7c3d, ecaade2015_336z72, acadia14_435ar, 1287, 0854, b351, e36a, 65bf, 4c18, ecaade2016_208v53, 5895, acadia15_333s13, 937c, abb7, 5aa3, cd26, sigradi2013_234g, f86d, ecaade2015_271b60, 36b5, 8f33, d501, c3ab, 147c, d341, 8548, 4dfd, eb27, e935, caadria2015_069o8, 190d, fd8b, a6ee, 4c55, acadia15_137f5, ecaade2014_224b57, 8d3a, 41db, ff4f, c7c0, 9e5a, 763b, ecaade2014_109t24, acadia16_224b15, 0e07, 415e, dc6b, ecaade2016_016j4, c13d, c6c4, 89da, c3e2, caadria2016_703h30, ecaade2014_113y26, acadia16_280a18, e52f, 09a6, sigradi2013_390b, ecaade2014_111c25, e00e, acadia16_224m14, c0e0, 0b37, 19c1, b027, 3e79, 7528, 8079, bcf5, 66b0, 427b, ecaade2015_278t60, f93e, 6d25, de4a, acadia14projects_619al, 0837, acadia16_414w24, e079, 189c, 6b5a, 3b1f, ecaade2016_tkot66, dcf6, 1b16, 0942, 24fc, sigradi2013_397i, acadia15_407u17, 469f, a36d, 82de, c638, c9cf, 86da, caadria2016_271a12, 6b3e, b775, 5b7e, e345, acadia16_62f4, 6d59, sigradi2015_sp_3.85r29, 00b8, acadia15_57l2, 38c2, d6ab, 7a35, c348, 8984, 457e, 4c25, 3f2a, 64cc, 874a, b18d, db24, 77a5, caadria2015_048n5, f939, cd8e, acadia14_117az, sigradi2015_10.7g18, sigradi2013_41h, d597, 207e, 2914, 4172, ecaade2015_293x63, 6ee6, e610, d160, ecaade2015_73f14, 40bb, acadia16_382p23, 2ac6, ecaade2015_178e38, ecaade2014_156d38, acadia16_424d25, 0b5e, 0129, f937, eff2, ecaade2016_130z36, sigradi2014_345s9, 1161, 1721, fa18, 9e50, 022a, ijac201513104o3, 9ca3, d8c5, 2a74, ed7f, 125b, 90b3, 4158, sigradi2014_030w1, dc41, afe3, 7c17, 633d, d177, caed, sigradi2014_047m4, ecaade2016_139y38, 688d, 2f16, 70aa, e592, 59e8, sigradi2014_314n6, 9a6c, 70c6, 2ac4, 4d5e, 0381, 7dc9, c5d6, 2ef9, 02f1, be72, sigradi2013_429f, c1c0, 4573, c475, ecaade2015_225r49, caadria2017_031k11, cb68, 7123, 3c80, 0671, b8e8, f8e4, ecaade2014_144w32, 98f5, acadia14_365ae, caadria2015_049y5, 0811, caadria2017_124i33, aa6e, acadia16_34c3, sigradi2014_074x6, f507, fb12, acadia16_12k1, 8c29, a21c, 44c1, 96c1, 2375, caadria2015_206s29, e271, d5d1, sigradi2015_12.297m28, 5283, 84fc, 975a, 3633, 67aa, acadia14_463au, a721, 8fd4, ea3d, bb51, 2cc0, 8cae, sigradi2015_6.151h8, e009, f940, 8eeb, ijac201513201k5, 39c2, a016, e8a0, 4292, 3dff, 8cab, f738, a20c, 91bd, 3f59, ecaade2014_168z40, ecaade2015_127d25, daaa, adef, af0c, 54a1, 3435, caadria2015_108x16, ff65, 2d1d, ef9e, d464, 7d01, c658, 7fa5, 7679, 42c9, af5f, 5797, 5812, caadria2016_881u37, 1ec8, f3fe, 39b8, 8bc7, acadia15_311i12, afe1, ijac201614101b1, ecaade2015_268z58, 6223, 40a8, 4b1b, 2f3d, 133a, f0d7, f93d, ijac201412205z3, 3ba9, b16d, 3d8b, 5769, e914, ce9e, e74e, 25ef, 3887, e759, 5e0d, ecaade2015_304y66, b41d, e7e1, 6758, c316, 9d57, 430d, acadia14_91t, 5be1, ca3b, 3dbb, 8d55, 3044, c5e2, dac6, 28f5, 0273, fdff, a654, d1f6, ecaade2015_130i26, 5888, 4d03, sigradi2014_128z9, ijac201513201h5, aba9, ijac201412403v6, ecaade2014_070o16, 7674, 0fea, 26da, 9760, acadia14projects_357aw, 14d4, d432, 20d5, 4336, 559b, b12c, 69ba, 92c1, 99f0, c3ad, 8d2f, 5693, c71b, 4173, 7d74, db37, 1609, 8218, dc7b, 008c, d632, 5128, 86c3, 2b58, 2715, ecaade2016_225l60, b945, 3ada, a60a, ecaade2015_248p56, 4b19, 8fcc, 5ba3, c11f, e221, 9300, 4ad1, ascaad2016_022a9, ecaade2014_195v50, 48e7, c7e7, e04d, a039, 64da, f520, 94dc, 2983, 9b58, ded4, 90b8, ecaade2015_61j12, 6654, a3d7, f7cc, caadria2016_209v9, ascaad2014_010p5, caadria2016_229p10, 3e01, 33d2, 73ab, 8ccc, b267, 2329, b47c, 7d09, b494, 2123, 4f38, 5f40, cace, ba6a, 6aca, acadia14_153f, 6086, 0b57, cb82, 7e56, 8ed7, 3efc, a673, acadia14_317t, cc46, 286e, 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ijac201614302n1, 1921, 2e80, 8aa7, 2bdb, a50b, ec14, sigradi2015_8.81z11, fe2c, a37d, 2020, dcd6, ijac201614208v13, 2b1c, 8e9c, 2187, c384, 48ef, sigradi2013_359, 7b4d, ecaade2016_ws-dleadd68, caadria2017_124f33, e665, 37cb, dd44, 9197, 0110, c380, 678b, 69c4, ecaade2015_61n12, f2bf, sigradi2015_8.186s12, cbb8, 3b0c, 3485, f0d3, ecaade2015_199c43, 706a, 81cd, 0c34, f3c2, 9581, b217, acadia16_62b4, 9990, 2e8e, c252, 7635, a20f, 4b0e, c524, ijac201412408j2, f4f3, 2384, 5c6b, 3657, 4883, 6ba1, ab12, c888, 5539, 65b1, 0d66, aee5, caadria2015_188t27, 12df, 0aa7, 58e6, ea54, e8d6, 6f9b, 7730, fa3b, 19a1, a545, 289e, 1ef6, 53f7, 53f1, 4769, 6c9d, 6302, 02d5, 955d, 43fc, 25f5, c2dd, ef6f, 849b, 81ac, sigradi2014_214d8, sigradi2015_8.186f13, 9ff1, 65b6, fe50, c378, b83c, 2bb4, 444c, ecaade2016_118n31, f636, 064d, 1352, 7fe4, 3fa7, a571, 3967, a1bf, 316d, 6324, 51e1, 58e1, 4d8c, 47a8, 2533, 84c5, 9878, 2820, ijac201614308f5, b100, ecaade2014_186e47, 3319, d776, 9392, 0a9b, ecaade2016_108y29, 546e, 300e, ecaade2015_175s37, ffbc, 1a16, eedb, 155f, 3651, eaf7, 0b87, 0980, 13bc, db33, ecaade2016_120c33, 0373, 9145, 0f01, 178f, 9d3e, 0398, 317b, 7960, 8b2b, 028d, 3b07, 568a, ijac201412203a2, b5a4, acadia14projects_463aw, 1793, 7d90, ascaad2014_010s5, ecaade2016_mrta66, 46d0, caadria2016_735s31, 9b54, cd91, 09d8, 76f3, 8c11, ascaad2014_007y3, c029, bc18, caadria2017_048t15, 8e0b, ad63, 716f, acadia14projects_619ag, 93bd, 7f39, ascaad2016_029b12, ed50, ascaad2014_027l7, 5a87, 27e0, 0bf2, cc59, ecaade2014_145k33, ascaad2014_030a9, eaf3, 8d3e, 3f86, ecaade2015_21v3, fe5a, deef, 3e69, f68f, da99, 0dfc, a482, 1286, bb31, 1e6d, 6883, ecaade2016_118c32, 0a3e, 2b92, ecaade2014_176g44, ecc3, cb07, 710f, 7cc7, acadia14projects_719o, c9c8, 2597, b3b3, 0340, caadria2016_683v29, acadia14_43ah, ecaade2016_238k63, 768b, 8522, 7e58, 2a59, fa5d, 84ae, b86b, 8f19, c382, sigradi2013_138u, c616, f634, d56c, 6639, ddb4, b2f8, 1e28, 7285, cfbe, ecaade2016_191b51, 1053, 14a6, a834, 0dc5, ebc4, 52ff, 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ecaade2016_023m6, 408f, b63d, ijac201614306z3, 8652, ff7e, e3b3, caadria2017_115p30, acadia16_460x26, 3796, 8603, 233b, a8fc, fa72, 36ca, b39a, cfdb, 8c12, 916a, 0a8c, eb52, 79b4, c6ad, b01c, ecaade2016_011d3, 713f, e4cb, acadia14_497w, a268, ecaade2016_242l64, ba3f, 942b, 0113, 3509, 87aa, 71be, sigradi2013_28n, e6ea, e615, f9d9, e2d8, 7063, 9ee5, f181, e693, c3b3, 0884, 85f4, f043, 09bc, 6faf, 92db, ecaade2014_019k5, ecaade2014_046u11, ecaade2015_25k5, b898, 988d, e5f1, ecaade2015_64k13, a5ea, 3950, e56b, 8691, 1d5b, acadia15_513v22, caadria2016_529l22, 26f1, 77d4, 2ee1, 8c24, 58e2, 8b18, 90fb, 3381, 72db, f3e7, a5f8, acadia14projects_681aj, 0880, 1136, 9c8d, 5e6b, sigradi2014_074l6, 2136, ecaade2014_215c55, ac3e, 6d88, 5a5c, db11, 3365, debb, c1d7, 31fd, 4f44, d45b, da56, 4375, acadia16_298l18, 24b2, efcb, f80a, sigradi2013_294u, sigradi2013_100h, d5bf, 40c6, 4671, caadria2017_129b35, c080, 48b2, aed8, 4ea3, sigradi2014_263a1, ecaade2015_181l39, ecaade2014_151y35, 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ecaade2016_071z19, 6518, acadia14_63af, caadria2017_129v34, 58aa, acadia14projects_497t, 6f77, 7f41, c737, b8f0, 4e0f, caadria2016_003f1, 1477, 8f88, ba9b, ef5f, 1c95, 9089, 695f, 3654, 4a11, sigradi2013_41d, 0350, fc94, 043f, c726, 0e5a, caadria2017_163o40, c8d5, f949, 017f, 6c1f, 8f8d, e3f5, 751e, d925, e5c8, 2a63, 991a, 93f2, 594c, 9df4, 4eba, b74a, c46a, sigradi2015_10.377y22, 78c8, 5e32, 00ab, sigradi2013_111o, fe7b, f2c9, ijac201614104i4, 325a, acadia16_140n10, dde4, be31, 0467, 51af, ascaad2014_009i5, a8a0, ecaade2016_048v13, c14c, 112d, 5e48, 371f, 01b7, fc08, 7387, 477e, acadia16_344o20, 1d1c, 3c86, 2d05, d9c3, 49dd, ecaade2015_11f1, 8c41, caadria2017_030y10, 3deb, e5e6, 7b44, 220e, acea, 9660, 217d, 3a1a, f5b3, d952, cf7e, 1204, 7f1e, 0aeb, ca51, ascaad2014_026v6, 203d, 618c, 7133, 09b3, ascaad2016_011i5, ecaade2015_25g5, 77b2, f3d2, 60b7, d48b, acc1, ijac201614309s6, 2e40, 0b9d, 75a4, caadria2016_601n25, 6fb7, 36ae, 496d, 740a, 9647, 02a7, a134, 4262, 8bc8, sigradi2015_6.237o8, 42ec, 7baf, 6d20, 1bb9, 54a9, ecaade2016_190o50, b85c, 7948, caadria2015_130j21, 2ebc, ecaade2015_235t53, 72bd, ecaade2014_010p1, c169, ecaade2016_113e31, caadria2017_069c22, e498, c7d6, 4517, sigradi2014_232o8, a769, e690, 13e4, acadia16_12f2, 4677, b8c6, 5244, 09ab, 51a7, acadia14_75c, db1f, 6ab2, 1b98, fb56, c92d, 87e1, 28ef, caadria2017_081m24, 81b5, dc9c, 1978, d8d0, 6be3, acadia14_145x, caadria2015_203h29, 8192, d37b, e1d6, acadia14projects_517o, acadia14_219a, a0af, 3da6, f21c, b9d6, f401, 9eca, 1589, 4aeb, e7ff, ad08, 88ee, 23df, sigradi2013_259h, ecaade2014_185v46, 59c1, a97a, a2c6, aebb, f5ea, 87ee, ecaade2016_139g39, e0e7, 76c8, 7a28, b946, ca61, ecaade2015_138z26, c563, 118d, a08b, a9ef, c964, c091, 6d3f, 6961, 0245, bfd4, 5c98, efeb, 94ba, b461, 5a88, 2d4a, 29d3, ecaade2016_213o54, e5f8, f716, 93f7, 8cee, 7d8f, d550, 80ac, 8e21, c753, 0995, 7d79, c08e, 56bd, 73c3, 5c1c, 3ae1, 0ff4, 3ed1, aea4, ecaade2016_132x37, 5c1d, ijac201614308w5, 493d, fb50, 94e3, 930e, 1af2, 3a40, a171, 0ef8, 7cbc, 83a4, 1912, ecaade2014_096w22, a6ae, 811f, 092b, 25ae, acadia16_270g17, d46d, 0a57, 595b, ijac201614403u2, ascaad2016_007p3, ecaade2014_015j3, acadia14_539g, b605, 0459, 5806, 4980, f40f, 00ee, ecaade2014_072h18, 57ba, 7abb, 3f0f, b4a4, ee9c, 5a83, 65a6, ac12, eb7b, acadia16_372y22, ecaade2014_071w16, acadia14projects_247s, ca31, 5252, 9f9e, ijac201412403d6, 8f4b, 2614, 8390, b629, 5d29, 176d, 4070, c452, 8b87, caadria2015_156k24, 1dc3, 0403, 7a47, 3b2b, b499, ecaade2013r_009l6, ascaad2014_014t7, 9c61, e11f, 5158, c825, a6c4, 5cf7, 18ba, 11d0, 7539, 5e97, e674, e679, 161a, a59b, cf9f, ecaade2015_268g59, 7448, 6a96, 176f, 090f, a2fb, dbd7, 8b9f, 602c, 2fd1, c7f7, 0fb9, acadia14_719d, sigradi2013_117n, 3b86, 9634, 68cb, ascaad2014_008w4, 5276, d835, caadria2016_197m9, ecaade2014_159m39, 7a71, 134b, f904, a2ec, c796, 2c93, e48f, a80f, c801, a5c3, 506b, 9556, 9fdc, caadria2017_115k30, 3309, b954, ecaade2014_010x1, 2594, caadria2015_043f5, 34d5, sigradi2015_6.341a9, 3c10, sigradi2014_178k5, e78a, 9ea4, cab4, 83dd, 4e93, 2d69, caadria2017_147c39, ecaade2013r_003s2, 3231, c7dd, 95ea, 7e1d, 36b2, ecaade2015_207e46, 25a9, 63b8, db18, 5575, 32f6, da66, caadria2016_343l15, a875, sigradi2013_295, 7599, acadia14_619x, f668, dcb3, 513e, acadia16_440g26, ijac201614308j5, d4d2, c77c, 2e64, caadria2016_539d23, d0ed, sigradi2014_048y4, ijac201412402m4, acadia14projects_135n, ecaade2016_164n46, bd53, sigradi2015_3.209y3, acadia16_88x6, ce94, 7611, f04e, acadia15_284s11, 9596, ecaade2014_029z7, 7806, ecaade2014_214i54, b88e, c018, f7f6, caadria2016_311c14, fcf0, ecaade2014_149j35, 13e0, ecaade2014_180s45, caadria2017_002i1, 3f7c, 39dc, caadria2015_023w3, 5426, c3c1, 961f, d0a7, 0421, 472f, ijac201412403r6, 6165, ff51, cbe3, c442, bfb8, 78d3, b22a, acadia16_88o6, caadria2017_041e13, 5486, 11d8, a029, 34c9, aaa9, 350f, caadria2017_035y11, a583, 6375, 0a5e, 7a77, 7bff, 3a79, 8172, 0dbb, dc46, 824e, a207, 588e, 55c1, 9369, 223d, acadia15_211v8, 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ascaad2014_035o1, 1966, 8911, ef51, ffd0, c445, dfc9, 8d22, d1b7, 0082, 7137, 2f94, c3ec, 0a38, 55eb, a493, d0b7, ecaade2015_233z52, 771d, acadia14projects_177w, 4967, 4682, b4c2, acadia16_12c2, ascaad2014_029e8, ascaad2016_037g14, 70b8, 7ac8, 0391, 3669, 7d78, 9f46, ecaade2016_136j38, caadria2017_122z31, 9bf7, 6ebf, ecaade2016_167a48, ecaade2015_127y24, f4b8, acadia14projects_327b, c9b0, b607, 5f5d, 6327, 6700, 3999, fd53, 112e, 5a47, 4c2b, af09, a3d4, a5e9, f07f, afd0, 3160, 6019, 9869, 1d39, ijac201412403w5, 790b, 8397, 7b03, 0aaf, 8c8d, aa82, 1dd5, eae7, f558, 5c52, eae3, ecaade2014_196d51, 855c, 1a71, 786f, 945f, a01f, ecaade2014_112j26, a883, 92de, sigradi2013_386d, a410, db90, c1f2, 4726, d877, 1320, b765, a3b1, 9eba, dbea, 3500, acadia16_140o10, 2828, 319a, ae25, 1ed3, 5721, ef34, b0df, ef09, 94a1, b671, 2081, ef3f, c0f4, 6e6b, caadria2015_206e30, e6c7, 9321, ascaad2014_018z1, dbd4, 970c, 6ac7, 762a, 6cbf, 3ed5, 0ad0, dba2, acadia15_81s2, ecaade2016_017m4, 62bc, d648, 72d6, 4153, a1e6, e474, 796f, b339, 8b57, c038, caadria2015_016k3, 525d, e4de, caadria2017_101i27, caadria2015_016g3, 46a5, 2ffb, 2825, acadia16_308e19, 4230, e308, 25ea, e156, ecaade2015_229m51, afac, acadia15_357p15, caadria2017_056h19, 3326, 984a, 4542, cb0d, 0cbb, 099b, 4910, da0f, a909, 3adb, 1f57, a231, d092, 10ee, 45d3, 6fcd, 0542, 1dd0, 2f04, 2bb2, 0a20, ed15, f073, 476a, e864, de8b, c59e, ecaade2016_162k44, ddf4, acadia14projects_445aj, d327, acadia16_244l15, b616, ce04, 9c7e, 8176, acadia16_402n24, eb7a, 21eb, 577c, b125, 0a94, 38ff, 423a, a806, 6dfc, ff08, 5fe6, a0e7, 2fd4, 04b2, 1a72, 152b, 8746, 0144, cfa2, f7a4, 78f3, 106c, ascaad2016_020u7, 86be, 6ae1, 558c, a4aa, acadia14projects_153as, 016a, caadria2015_073d10, f281, 3e50, e470, 2fcd, 961b, 6f5f, a30d, ecaade2015_48m8, 0d83, b3cf, acadia15_223k9, ijac201614204d10, 16e6, 4a6f, f495, 1263, ijac201513201c6, 8b13, 019b, 8d74, 0a1c, 1200, ecaade2016_239w63, 6104, 77f7, acadia16_460w26, b31b, 6991, b1a4, af66, 6e48, sigradi2015_9.347s17, ecaade2016_018a5, acadia14projects_53p, baa2, d8a4, d55c, 8f06, sigradi2014_128a1, 47a0, d926, 5fb4, 15a5, a7c6, 34f9, 9645, acadia15_469e20, d7b1, e76d, 8ef9, e8b6, 3a38, 5506, e75c, sigradi2013_234l, 11fa, sigradi2013_315z, 1ab5, e5a0, b9e1, acadia15_95e3, d2aa, 7d60, 40b2, acadia14projects_497v, ac9f, dbb9, ea4c, 4d65, c114, fa28, ecaade2015_253s57, 2b70, 680a, 70e6, a218, 647d, 3aa0, 0b0c, a829, acadia14projects_661f, 19aa, e04a, 126a, d211, ba9f, ecaade2015_250c57, a10d, 1ca2, 2b37, 271c, de0e, 6947, ecaade2014_151e36, c90c, 1dd9, caadria2016_579z24, ecaade2014_149n35, 0c4f, 33e5, 1b3d, c008, e6b1, 443a, 417d, 798e, 3156, 2342, 74a6, 108a, ascaad2016_008d4, 3088, ecaade2016_158m43, c14f, 3a64, ascaad2014_010k5, 7418, ecaade2014_194k49, 8334, 1e37, dbae, 884a, 1c6b, 74b7, 0843, acadia14_301ay, aa2d, 46e7, ac69, 838c, 8034, e893, sigradi2014_265v1, 7d70, ecaade2016_070o18, e885, 1497, 02cf, 689d, 0056, 4c34, 7a08, 40e2, 6d45, caadria2016_611e26, 7e6b, ecaade2013r_017b9, b952, 33d1, acadia15_407s17, ecaade2015_195m41, e71c, ijac201614307i4, 4642, d6f6, 2b6d, ea17, f9d6, ecaade2016_216g55, d713, 225f, c513, 67fa, 10ec, ecaade2016_080x23, 80e7, a03c, 64e9, ecaade2014_111i25, 1c6a, aa9b, d9b9, 77f4, 398d, 386c, 8894, 1995, 1672, 8d82, cee5, 18ee, 56bc, 609b, d294, 0802, caadria2015_130h22, 5be2, b2ab, 956a, f76c, 6e60, f7a9, 00e4, 058b, b452, 1c68, e34c, acadia15_323l13, 8996, ee33, 7ba1, 4f47, ecaade2015_152w31, d945, 0dca, sigradi2015_3.111i3, caadria2016_013g2, sigradi2015_7.203e10, 353c, da74, 3322, e7cc, a946, c195, f912, d7e6, 48e2, 9b20, dc19, 9b1d, caadria2015_188v27, ascaad2014_028u7, 8995, 571a, f2b3, acadia14projects_709ar, d1c4, a1a1, 34f4, 0263, 15ce, bb42, 6fac, sigradi2013_138n, ecaade2013r_003l2, 6698, 10da, 2444, 019a, 0491, ecaade2016_151d41, bafd, ecaade2016_095c26, 6ad4, 3def, 32b8, 51c2, 8e9e, 32ed, d251, 949d, caadria2015_031n4, f94d, acadia14_609az, 8157, 5e5d, d1a8, 20a7, 43fb, 15f7, c3a3, a82b, 9cde, 3394, 993d, 6cb6, 3951, 8a0b, d628, cd31, 74d1, 1b6d, b971, 55b5, 7aa2, 8a30, 4412, a35e, ed23, 7e8b, 5156, 1915, c954, d6a1, 042f, 2177, f9b6, 09fd, 1901, ba6e, a612, 56f0, e80c, dc44, b931, cb40, caadria2016_487p20, 0d2b, 0d42, acadia14projects_699b, 400e, 8142, 522b, dff8, b6c2, a941, 11e8, 8f75, f4a5, f175, acadia14_267i, 637a, 690b, aad0, 25f6, e91d, cf21, 179a, ecaade2015_113j21, ecaade2015_307p67, 7a3c, 9b7f, ecaade2015_92p18, acadia16_62u4, 9376, 2f54, d9d4, ascaad2016_045d18, 70a5, 027e, a6e5, d577, eb30, ecaade2014_153w36, daf0, 4faa, 84eb, fdef, 8440, ecaade2016_071v19, aaa8, 255b, fec7, b299, 4823, 239d, c476, 7c53, 2445, 26b5, f6f3, caadria2016_787i33, 6bd7, 55c4, 9b86, b8df, ecaade2016_144m40, ecaade2016_mrtj66, f556, a57d, ijac201412205f4, 445d, 5e42, c797, sigradi2013_366a, 7eb6, 786d, 4434, 5a60, 0361, ascaad2014_030w8, e28e, 6c10, 3245, 9b77, 2e86, 0455, ijac201614207h11, 6467, c908, 6da4, acadia14projects_671l, 6b10, ae10, 4c50, 6fe5, 5196, 6acf, 5e6a, 3b11, caadria2016_013w1, 68a7, ijac201513201j5, 59ab, 2c85, 846f, 3e9b, e01c, 0e52, f1ea, 1561, 22f1, 5ee8, ba46, ed95, c3f2, 758c, 0d0d, 2bf4, a9b4, 1a37, acadia14projects_311u, 462d, ddf7, d467, bd44, caadria2016_363e16, ijac201614208i13, acadia14projects_23ab, 9316, b660, 4efd, 84f7, sigradi2015_9.141c16, aadb, b5bc, ascaad2016_038f15, ada1, 4cc6, ascaad2014_014l7, fc59, 931e, sigradi2013_401l, 5f85, acadia14projects_291am, 30be, 3e9f, acadia16_362p22, ijac201412407e1, 3350, 847c, 96e8, acadia14projects_497x, 7334, 2691, 4eb0, ijac201412403l7, 3cf2, caadria2016_683n29, 7317, 4eac, 11ff, ac34, d482, a188, 5c0e, 9e43, 38af, 5fa1, c822, caadria2016_601f25, 6b0a, c43c, ecaade2016_055g14, 75c6, 9225, a37c, 3134, de98, 7d4b, 3f34, 25a2, 81f0, 36a2, 00ae, 4f12, 0632, d39f, 6892, acadia14projects_655ag, 0d31, 7bcc, f3c7, ac2c, acadia15_407t17, 30ee, e83b, 1124, 1f71, 7095, e9c3, 08a9, a586, 56cb, 0dba, 6015, 09b7, f7af, 8d40, fbfa, 2a28, ecaade2015_229o51, dc53, 4bc7, 0e4c, 2b25, b40d, ijac201513104g3, 8343, 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7dd8, d709, 7d82, 1bbe, ac1a, ecaade2016_123y33, aa78, ascaad2014_014d8, sigradi2013_294v, 2789, 2208, 71cb, f631, 3ce8, 54cc, 57a2, b4ff, af39, b66b, 583b, c9c6, 728a, 814f, fdbc, 95b6, 0810, ec16, 1110, caadria2015_226b35, eb65, a440, 9de7, d474, 9c25, 2946, db08, 4aff, 39e7, df88, 9ca0, ecaade2016_123e34, 9d68, 1ae8, 3c03, 7cd8, 6923, e462, 7ebc, caadria2017_158v39, acadia16_362j22, 009b, 2ae4, 07b1, 1e44, 3b4d, 77ea, caee, 4aa4, 044c, ecaade2015_59s11, 23af, 1435, f12f, 8d05, acadia14_135n, ecaade2014_078p18, 43bc, ed42, 9939, d62b, dcf5, b6d1, 989e, sigradi2015_8.264s14, 7925, 3fd8, edf5, 81e2, ed78, 3aba, 9aed, e47d, 1482, caadria2016_197k9, c17a, b8f4, 29cb, 393f, aabc, badc, d73d, 959d, 23f7, d857, 69ad, bc3c, 0cfe, f58b, a18e, 1004, da8b, caadria2015_126u20, 02d8, 9989, 81a3, a059, 5272, 5b3f, c4c9, 9e6f, a3ec, d60f, 3670, 3335, d5a7, ascaad2016_045p18, 94a7, 0fcc, 8258, 8bba, fc6c, ecfa, ecaade2016_068l18, c240, 1940, 6188, 2588, 6005, e8bb, e978, 5c2e, 897b, 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