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 Den Hartog, J. P. and Koutamanis, A.
year 2000
title Teaching design simulation
source Promise and Reality: State of the Art versus State of Practice in Computing for the Design and Planning Process [18th eCAADe Conference Proceedings / ISBN 0-9523687-6-5] Weimar (Germany) 22-24 June 2000, pp. 197-200
summary The democratization of information and communication technologies (ICT) has promoted integration of computing in the design studio and of design activities in the CAAD courses. In addition it has also shifted the focus of CAAD courses from technical skills and general theoretical issues to current, specific design issues, such as the relationship between geometric modeling and construction, design communication and design analysis. CAAD courses (especially advanced ones) increasingly attempt to introduce these issues and corresponding advanced ICT in a design context that outlines the possibilities of these technologies and the underlying computational design methodology and bring research closer to teaching. One such issue is design analysis, especially in the early design stages when many fundamental decisions are taken on the basis of incomplete and insecure information. Simulation provides the computational means for projecting building behaviour and performance. The paper describes the application of a specific simulation technique, computational fluid dynamics (CFD), for the analysis of airflow in and around buildings in the context of an advanced CAAD course. In this course students are required to design a multifunctional exposition building. Even though students are unfamiliar with the particular CFD system, as well as with part of the simulation subject matter, they are able to produce descriptions of their designs with effectiveness and efficiency.
keywords Design Analysis, Simulation, CFD, Airflow
series eCAADe
email j.p.denhartog@bk.tudelft.nl
more http://www.uni-weimar.de/ecaade/
full text file.pdf (52,258 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_204g53, acadia14projects_145n, e6a6, 796b, caadria2016_745e32, ecaade2014_070k16, sigradi2014_047o4, 721d, ascaad2014_014w7, ijac201412206u4, 24bc, 55c0, 31e7, ecaade2015_185u39, 227f, c23e, 8a17, 4076, sigradi2013_294t, 5478, 8fab, fd75, 7109, 50cc, 7bad, acadia14projects_101u, 6f5b, b1f2, sigradi2015_9.152v16, bd2b, a56a, 6c03, fcc4, bed8, f566, d0d3, d98e, 0f85, ascaad2016_004s2, c373, ec28, 6fd3, acadia16_62j4, 173f, bcb8, b600, 39ab, 1031, 3a69, 04eb, 27c9, c4d9, e81b, 1c28, ecaade2014_140b32, 8bf0, b133, 2c16, ecaade2015_100s19, 5aa3, 472c, 04df, 879c, ecaade2015_33k6, bb02, 6fed, ecaade2015_227i50, 1aac, d8ea, 3609, ecaade2015_233w52, ef69, 08ea, 0a54, b86d, acadia14_579b, 3488, acfa, 399d, 9b2d, sigradi2016_815cc, 887a, 3f28, 9ae4, a50d, 1feb, e6ab, e995, caadria2015_126v20, 3e41, ecaade2015_318s69, ijac201614309l6, e95a, ecaade2016_222s57, 2a11, ecaade2015_296r64, ecaade2013r_018o9, 236d, caadria2016_259r11, 6a80, ad5d, d35a, b809, acadia15_137c5, 4590, ecaade2014_220e56, 1be7, acadia14projects_153d, ascaad2014_024g5, 9b07, a716, d48a, 64c8, c7cb, b829, 7a6d, 4d78, ecaade2014_140n31, 3475, 5a6d, sigradi2016_360x, c0f4, f7d4, a1b6, bffa, cbc0, debe, 411d, 1cf0, 0cd5, eab8, 2f07, 6e03, caba, acadia15_81x2, 0398, a59f, caadria2016_851j36, ascaad2016_016t6, e3c6, ec8e, 27b5, 7b06, 2020, 508d, 2431, ef42, d7fe, 641c, 1d72, f936, f68c, 11cd, abfd, 1b6a, 443c, caadria2015_023a4, 6cb2, ascaad2016_045h18, ecaade2016_130t36, a9a0, 5eb1, 2f7d, 7ce1, 64a9, 4fb7, sigradi2015_10.378c23, 4b08, 789d, fb66, 9db9, ijac201614202j8, 45a1, ae02, 08f9, 7927, 19ea, df5f, f30c, 1b38, 3272, sigradi2015_4.219h7, 58e6, ce28, d232, ecaade2014_195o50, 29ea, 9f29, fc6f, a142, 5f73, b5f7, 32f5, 9fe6, 02a3, 6233, 33e3, e0d7, e98d, 4e47, 7f2d, 7908, c978, b664, 1505, 68e5, d3a9, 08b8, c7a7, 6cf8, 9ad6, caadria2017_051y16, 577f, efaf, dd57, 519a, a44e, 9314, 3498, sigradi2013_375g, 3855, 088e, 8d24, 21c6, sigradi2014_303f5, d258, f75f, caadria2017_094y25, ce71, acadia16_106l8, c1b5, f038, 25e2, c153, ff2d, acadia16_280a18, 203c, acadia15_185a7, c200, 726e, acadia14projects_145u, 1a45, 15ed, d624, cacf, 7a90, 6fc1, ascaad2016_001d1, 9c1c, 709e, 0247, eb81, 50c3, 8ac6, 098a, 63ba, 144e, a432, ba26, 20dd, 6679, ascaad2016_057s22, 7036, 88cf, 0c96, caadria2016_839i35, 31b7, bc27, ascaad2014_005a3, e739, 5120, cf1f, 8a50, 0770, b2be, 2ce2, 1e0a, 04a4, a371, 42f6, ed3e, 3e66, 8029, de78, cdd7, acadia16_352v21, 85c5, b00b, b891, 8967, acadia14_23w, 54b9, b9a0, c393, ascaad2014_037k2, c6ce, d1a6, 7d63, 81a6, 5eda, 72cb, 6cbb, ecaade2015_86k17, 706e, 8a2a, acadia14projects_479ap, 0fdd, d9e7, 5a65, e2f0, ecaade2015_309w67, abfa, 1954, cf1d, 0355, d316, ecaade2014_038z9, e334, ecaade2014_138t30, 53b4, b90a, f290, fd8b, 43b9, faa7, 8f0b, fae6, caadria2016_177f8, 35c7, a7b4, c9a5, 95e0, 8f89, 90e8, 711d, 30a0, f0eb, 6db9, 73fa, e679, 430a, acadia14projects_479u, e57d, sigradi2014_074h6, 30a5, 527b, 430b, 2f21, 89f4, bf3b, ijac201614201c6, ijac201614407b5, ecaade2015_48d8, sigradi2016_450pp, 84f1, cded, f24c, ecaade2013r_017x8, 60a9, 25c4, 707a, d363, ascaad2014_024z5, caadria2017_175i43, 6d4e, 71b0, ecaade2014_153c37, acadia16_34i3, ijac201513102j2, sigradi2014_103z8, 91ea, ascaad2014_005b3, 60dc, a3c8, 80a3, c130, 48cd, 9ee2, ecaade2015_139w29, sigradi2014_299d5, dfea, ascaad2014_028r7, 8219, 9110, 7699, 4b69, 2244, 62f2, ecaade2014_085k20, bd61, acadia15_497f22, fb0a, 2214, ecaade2015_11e1, eff6, 4af9, 9ce8, acadia14projects_167t, b0db, df8c, 9afa, acadia14projects_101as, be40, 4a21, 4c35, acadia14_681ag, bed5, ijac201513203t6, ca66, 0fa0, ecaade2014_140t31, ecaade2016_096o26, 77b7, acadia14projects_247z, 9e94, f9b1, ascaad2014_023b5, 1a89, ad01, ascaad2014_025i6, 8567, a43c, 2cef, 26f8, af61, 8a9e, ecaade2015_286a63, ecaade2015_193h40, 777c, 589f, 58a3, e141, 3803, cda0, ecaade2013r_001m1, aaef, ijac201412408b2, fc10, 9489, 4a14, b484, 0354, 61ef, d178, 3050, 2f57, 6e53, 506d, b06c, 2642, bfa9, 0461, ffe7, 727a, 2252, 97bf, ecaade2016_154c42, a3ee, c44f, 7916, 342a, ijac201412401z3, 4079, a214, 9744, 730b, ab31, 81a3, 3811, ecaade2014_122w27, bb7d, 8f76, b03c, ff0b, 05bb, 056a, eee0, 9bcc, ecaade2015_229j51, 8455, d8db, 6dd0, 43ba, 799d, 37ea, 7a8e, caadria2015_190g28, 88d2, 9992, acadia14projects_257ad, 5913, sigradi2013_401f, bb7e, acadia14_579m, f9e9, c5fb, 480a, acadia14_43ab, 7965, 15f4, ecaade2014_044w10, bf18, 6f44, 906b, 8745, 27f1, 9047, 52cf, 97d1, 3af2, 72b3, sigradi2013_280i, sigradi2014_074y6, 6f7d, 9e66, 2de7, 9fe8, 6346, acadia14_627a, sigradi2013_313p, c84a, f179, 88a8, a343, fb7f, 4fdd, c50c, 932d, c737, 21b2, 7bfd, e375, 9dbf, efde, 3d38, ascaad2014_037j2, 6ed6, 6fd2, c38d, 2e55, 64cf, 5009, f0d6, a3a6, ecaade2014_023s6, ijac201614308n5, 0466, fa50, 9075, 9a7d, 653e, 418f, b146, acadia14projects_719i, a6db, fc51, 3bdf, 35a9, 7c47, f73f, 596f, b6ec, 1396, 5726, d3ff, f2bd, ee99, 73c1, 8f40, 23ac, f687, e3c3, 9032, 7d06, f669, daf1, fd21, 10d4, ea0a, c54a, fe04, ecaade2015_113t21, 088c, 176a, 9440, a4b8, 2560, 2944, dbd5, 8bbb, 723a, 3596, 49dc, acadia15_311l12, 6455, 4e03, acadia16_372k23, 46c5, fd5c, ecaade2015_64g13, 7e20, 23a0, acadia14_199ac, 094b, sigradi2016_637w, e5ec, caadria2015_208t31, fc47, 0703, sigradi2016_550j, a1eb, ecaade2014_072g17, ef7e, 7547, e247, bdcf, 3246, f6a8, ijac201614308e5, 54f5, 9f38, 54a7, bdf5, 8aa4, c181, 4f9d, fed2, bfba, fa6b, caadria2015_188r27, ecaade2014_230s59, bf1b, 26ef, 3792, fd4b, 901e, 1468, 7637, b51c, 6134, 7e94, ef98, daef, 3e91, ecaade2015_86n17, ascaad2016_053l21, e171, ecaade2014_153h37, b78b, fc46, 0eac, d240, e70a, 5fd9, 0dca, 76f4, 953c, 0020, a268, bb62, a036, e3c7, c19e, 95b4, 6fd0, 5439, 2aa1, 2bf0, ecaade2016_120d33, caadria2015_124z19, ascaad2014_029e8, 835a, 9d6d, 3960, 5a07, ecaade2015_113p21, aabe, 581d, 0902, 3af0, 82b9, 4352, ecaade2014_066v15, 4289, caadria2017_158e40, 6275, sigradi2013_41a, 16a9, daa8, acadia14projects_43ak, 0a19, 1392, ijac201412304o9, 2524, ae08, 0827, caadria2015_114h18, 5685, ee38, ijac201614404z2, c7dd, ecaade2015_250k57, b9fd, 6244, fb27, ccca, b9a4, 954c, 2399, sigradi2016_625nn, 3fe6, adc9, 7aa4, cb7b, 21d1, df5c, 2148, dc59, 5e33, d19c, ecaade2014_111h25, ecaade2014_151s35, 355e, 4664, 3910, ijac201412407y9, caadria2015_213f33, 1ae0, sigradi2015_10.307h21, f0b1, acadia16_460z26, sigradi2016_375i, e026, ecaade2016_006z1, fca2, caadria2015_114t17, c891, 42d9, 0b06, 62d6, caadria2015_142j23, ac66, 39b2, ecaade2015_138w27, 1df6, cae3, ijac201614204r9, ecaade2014_140r31, 1a2b, 0ed9, 93ef, 85bf, 115a, sigradi2016_488t, 10cf, 8e50, ea87, sigradi2014_284c4, c886, ffbc, caadria2015_157s24, acadia14_101s, 2d37, baed, 2e71, ecaade2014_072i18, ecaade2015_241t55, b2ae, f176, ecaade2015_86d17, 3a41, b43a, 65f8, acadia14_671x, 2e84, f5f1, 3c8f, 4761, a2c6, a048, 9394, 65dc, 8825, acadia14projects_555j, df5a, ecaade2016_223i58, 4bf0, acadia16_488a29, 6948, sigradi2013_44, 3d33, caadria2017_048w15, eaf6, 1e16, ecaade2016_239a64, 2b64, acadia16_62o4, 9387, 5c83, f3e7, 33da, 81e3, sigradi2013_294u, acadia16_34j3, c949, 9560, 34d3, 3e27, ascaad2016_059m23, ffd9, ecaade2016_190r50, caadria2016_797p33, f3c6, fb50, 7372, ac54, 6909, 3724, b8aa, caadria2015_237s35, 553c, af92, 80bd, f63f, ecaade2014_153m37, 5de4, b0b2, 5402, 5159, e46d, 2f9e, 91c9, d2db, caadria2015_164i25, f131, 1879, acadia14_681aj, f063, 6ece, 47cc, 04b0, ecaade2015_138b27, c39b, 771c, 3b58, ecaade2015_205b45, acadia14_463z, 3668, caadria2015_203i29, 76ac, 6722, 7e8a, 4763, 3401, acd0, aeba, 6711, acbd, 3e13, caadria2016_321g14, cc1a, 9d9f, fcc1, 11b6, 4967, df45, 72ed, caadria2017_110i29, ab77, 052a, 6ac1, 6e60, 26d5, 69b5, d5b1, 7ab3, 0bec, 18ef, c29a, 8cdf, e06e, 2aaf, 194f, 3633, f474, b2cb, 0c27, 2304, ecaade2014_240h62, 2490, c608, 2dec, 8162, b552, fb2f, 6bd2, ab89, sigradi2015_10.307n21, ijac201412408e3, 8880, d888, acadia14_555c, 4cbd, eb90, cf8f, 597e, d10d, 85be, af72, ad29, 13a7, ecaade2014_067b16, 6a92, bd88, a4c8, 6d72, c494, 56f9, 0425, ee63, e607, acadia14projects_671o, d3c1, 29e7, cf1b, 9ec1, 4be4, 2aaa, cb80, c1c7, acadia14_145af, dcb0, 6662, 4966, 9ee5, f2a6, ascaad2016_043g17, 381d, d7b2, 2b24, ec18, 6837, b40a, 3221, 80f3, e373, ceb8, 55d0, 3aad, 88c2, a220, 84c9, eced, 5073, d7bb, ecaade2016_224p59, 201f, ecaade2016_026z7, 16ae, 991f, caadria2015_162w24, 7e4c, b902, acadia14projects_699g, acadia14_399an, a071, ascaad2014_024d6, 6778, 804a, ijac201513206g9, eaa3, ascaad2014_020z3, d642, d060, f360, 4e0f, 0590, 1fb6, sigradi2016_364mm, 4c8b, 9d4d, a8bf, b195, 2611, 2b9c, 54d4, ec6e, affe, 759d, acadia14_479z, 754f, dc44, cd36, 168c, a585, 2da5, a4a6, 0d9f, a29c, 105a, ijac201412303w8, d93b, b3d8, 400e, caadria2017_086l25, 739a, 1db7, c54d, b6c2, cf90, 4ac5, 6937, acadia16_140y10, 3ade, acadia14_301d, 9cca, caadria2017_027v9, 49e9, 53df, 3872, f1c2, 3c74, 98f1, 115d, 9911, d666, 716d, 22ac, 9d9b, f102, 1b06, 139d, f109, f3e9, 5c1c, caadria2016_209b10, 2b2d, ecaade2016_162n44, acadia15_123r4, acadia15_232s9, d461, 3a37, 225c, 93cb, ijac201614204x9, acadia14_565v, acadia14_699m, sigradi2013_10c, 7047, 72d6, a309, fffe, a430, 792d, ecaade2016_222b58, ascaad2016_051e21, 06c2, sigradi2013_52j, acadia14_661, a0b2, 1443, 7ac7, 54e2, bda0, bade, c146, c084, ecaade2015_284v61, 8e92, 22e7, 0459, 772a, 4688, sigradi2016_756b, cdfc, 9c84, 2777, cdd1, acadia14_691aw, a49d, acadia16_88z6, faa3, 38f7, 18d0, ecaade2014_149p34, 8628, 4e72, sigradi2013_387v, c747, ecaade2014_024d7, f192, 75aa, caadria2016_767v32, 6910, 77e8, cf15, 0421, 168b, 083f, a630, 6803, acadia14_497ab, 6ffe, acadia14projects_33ak, c870, 91bb, 7fc9, 003a, f260, e009, 41d2, 7316, 2230, 5220, caadria2016_703o30, ecaade2014_094n22, 26e1, sigradi2016_732c, acadia15_343t14, 49e5, 6840, 1d58, 128d, bca3, caadria2015_185j27, e43a, ecaade2016_230r61, 318b, 6538, acadia14projects_655ae, 7ce3, 136d, 8d5c, 7044, ecaade2015_130k26, 91de, 9aa2, ec42, a774, 6477, sigradi2015_3.11d2, c551, 3c5a, 6fc5, 53ea, caadria2017_042r13, 3bc6, dc42, 7dac, 5c75, 0cde, d814, 368c, acadia15_443a19, 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acadia14projects_389a, 1455, 8fc7, f907, acadia14projects_681as, de88, f4e3, c4a4, 72fa, 802f, 7435, c67b, 11d5, 9d4c, a183, 110d, c303, bf35, 1d0b, 2188, e791, 4b23, ecaade2015_294i64, b7d6, db22, 12c8, acadia14projects_189al, ijac201614105z4, 87ca, ecaade2015_285d62, 35ec, 364d, ecaade2015_87u17, e39b, d260, 8be0, 1a87, 7418, b3cd, ecaade2016_072h20, 84a9, e106, 9cb3, 276d, cc8a, sigradi2016_414gg, 4db7, 9f8e, 3885, a33f, 37c2, ecaade2016_070r18, a791, f2e3, b341, dbad, 83f1, f604, edb5, 413d, a382, 1bcf, 7bc4, 54f6, acadia14_63az, 6f07, ecaade2014_029c8, acadia16_332v19, 05fe, 33f5, ijac201513105d4, 6316, d092, acadia14_101ad, f6f8, ecaade2016_040p10, 3a9c, 5dce, 9e27, caadria2015_114m18, ecaade2015_87x17, acadia15_263u10, 247c, 183a, sigradi2014_041j3, 0588, 0254, 6fd5, 4589, 21f6, ddcb, 8e59, 5e76, 2891, 5c19, faf7, bbff, 37f5, 9c0f, 1c1d, 7e64, f783, 399f, fc31, 05f7, f1ac, e75b, d43d, d46b, 8236, e6ec, 2966, 084d, 81ce, 6ef6, caadria2017_096t26, 7cbc, 2f41, ecaade2016_170x48, 818b, 0df9, caeb, 8074, sigradi2013_189p, caadria2015_203f29, c590, 82c2, 86d5, 2c73, f98f, 0792, 53f3, c1ef, 025a, 7983, 0a49, ee20, ijac201412301s6, e03e, 75ff, e971, 55b2, 99a5, caadria2017_182z43, ecaade2014_029d8, 3d57, dd8a, f553, 74b2, 436b, 812c, 93b6, 579e, 6aa9, 00e8, b288, 2d10, 0e2d, deb0, 71bb, ecaade2015_229i51, d681, sigradi2015_5.384n7, 1686, e8dd, 92d4, 49b2, 80b6, caadria2017_109c29, 298f, d265, 46bb, ecaade2015_48c8, 06bc, 0f23, 850c, ecaade2016_164l46, 6048, ecaade2014_113a27, acadia14_153az, 92b9, ff8f, 8865, b597, 8dc3, sigradi2015_11.196m26, 7349, 4983, ecaade2015_87a18, fcd5, bbfc, 5330, e5b7, b38d, d830, acadia14_681al, 06b7, a3be, ecaade2016_071w18, 9131, ascaad2014_020p3, caadria2017_067p21, 46e7, 5baf, caadria2017_190r45, acadia15_381o16, 3a53, 3881, 3802, e06a, cc40, e4a5, caadria2017_054h18, ad1b, 51e4, 1ea7, 1e96, sigradi2014_030x1, c08e, d3a2, b0b5, sigradi2014_291o4, 5887, e74f, 8fd5, 9bec, f393, 9312, ce3c, af8e, 809d, a0ca, fe16, 24a3, 8a43, caadria2015_084y12, acadia14projects_43y, 1b46, 02ac, 7409, e32f, fa10, acadia16_78s5, 467c, 5493, b116, 1825, 2951, ecaade2016_026v7, 43a4, acadia14projects_33an, 4bac, sigradi2016_417kk, 7e73, 0c97, caadria2015_172j26, caadria2016_487s20, a2e2, 3fa5, aa0f, b026, caadria2016_507l21, b661, 1ecf, 7425, 1728, 15a6, 2d1e, f475, sigradi2016_484vv, 856b, 1eed, 37bf, d6ba, acadia14_375p, 7bc7, ecaade2014_105w23, acadia16_352s21, 8fe0, e4a1, 633a, 420a, ijac201412405e9, 839c, fc06, f348, 7b07, 1454, 995c, 7813, 9763, bbd7, 4c98, acadia16_280c18, e409, 2285, 8b67, b2ec, f324, 3fdd, 2fba, 9d2c, 330c, 5ff7, b9ce, ijac201513105f4, 6b83, 13f7, 95fa, 80c3, 812b, e928, 5089, 155d, abf4, d83c, 160c, febd, 7f80, a560, b461, fd2a, 136e, 8fa1, 71a8, sigradi2016_803bb, aa9a, 04d5, 462d, 643a, c246, 477d, e3a9, acadia15_263g11, be8c, sigradi2015_8.328p15, 889a, 5a47, 78db, defd, ecaade2016_025e7, a38a, e591, ecaade2014_155v37, 8d4d, 5a90, 65a9, 8d85, 4c3e, ffe6, caadria2017_070p22, 9a8a, d45d, 93f8, d895, 4d85, caadria2015_126s20, 0188, ae09, 59d2, ecaade2016_ws-dheritages67, f7a6, 2839, 5bf8, d643, b160, 12f9, d42a, 62ab, f6a9, aaa4, sigradi2016_816ss, 2266, f0c7, 0995, b134, acadia16_478m28, 0615, ascaad2014_033b1, bd18, 1688, 251d, 4df9, sigradi2015_6.387o9, 6b87, ascaad2014_028u7, 7e4e, 1363, 0a03, acadia14_189ax, ae15, 06bb, e6e5, 99c4, b063, c5a8, caadria2016_023o2, 3951, cbbf, 9e51, d95f, ecaade2015_169d35, e235, 3d75, a8fe, 2e82, afa0, 68c4, 0d7a, 4d1c, ascaad2016_022y8, sigradi2013_303k, 0737, ascaad2014_017c1, 7f10, 28d6, b4f9, 9eaa, 94a4, e109, ecaade2015_248a57, 9c5b, a921, 28d4, 8672, 2203, ecaade2014_224v57, 0e09, 5aa1, 5cce, 312a, eed5, 9da8, 358c, f15e, 2a8a, sigradi2016_534yy, 4567, ecaade2016_130s36, be85, a2d2, 1ea8, a631, 393c, 33ab, 324e, 79ca, 7e5d, ascaad2014_033a1, 52ad, 543b, 4ca1, caadria2015_049z5, eb09, acadia16_206p13, dea8, 5c11, 889c, e7f4, ecaade2013r_003x2, caadria2016_819w34, ffb9, caadria2015_172w25, 8034, ecaade2016_182r49, dbae, ab24, 3b22, 5383, ecaade2015_77t14, 9d58, 5491, 8140, acadia14projects_539b, f66c, 35ce, acadia14_681ak, b26f, f484, caadria2016_157y6, aafd, fabe, 288b, 47aa, c074, e903, 3990, 3cb6, 62d8, 4c5e, 669e, 23d2, 1b05, ecaade2016_017m4, f375, 0713, 1f69, 1be6, 79ef, 5f7a, a1bd, 7853, f912, c07d, 8848, 48be, ad7c, 3f6a, sigradi2014_047i4, 7b52, 32f1, 2923, ijac201513101g1, 2278, c6d5, 37d4, b94f, 2dfe, aa20, f1f1, ascaad2016_018p7, f9ea, acadia14_23ad, ae7e, sigradi2016_814r, ecaade2015_33i6, a7fd, sigradi2016_636l, 80f9, d053, 9d3e, e44b, 4b3c, ecaade2014_173t42, sigradi2014_151e3, 7182, 3406, caadria2017_009h4, 4fa2, 10d6, 10e2, 5adf, 944a, acadia14_247z, sigradi2013_397j, 847c, ascaad2016_005z2, 1c6a, acadia16_154p11, 038a, d5b2, sigradi2016_544c, 0531, c2ba, ecaade2014_230l59, ba8f, 1159, c8d8, 9abd, 3ff8, 3d35, a0eb, ascaad2016_005d3, bee1, 6642, 227b, 3a26, 4755, 46ef, caadria2015_049h6, 4d3c, f3b1, 8714, 53c8, c1c4, ecaade2014_023r6, ecaade2014_122y27, c5e7, 7c0a, 9635, 44a5, 7288, 5cd5, 0367, 8996, ecaade2015_53v9, fb79, bae5, f15f, 9d79, caadria2017_189g45, caadria2016_281e12, acadia16_88y6, 566d, 8d7b, acadia16_88o6, 9df3, 10c2, caadria2016_819r34, c184, ac80, 49fb, acadia14projects_229h, 8f41, 3122, ecaade2016_140m39, 66ff, 43e3, d4c6, ecaade2015_64c13, 14d6, b9f5, 5c82, 2959, 31d7, 151c, dffe, b2d6, 86f4, caadria2016_085g4, a0e1, aabf, 9f4d, 2e4e, a03a, ascaad2016_028t11, 50c6, acadia15_333p13, 752e, sigradi2015_11.34w23, sigradi2016_807nn, b794, f62a, c559, 5b6e, 3982, cd90, d0ae, ad8d, be67, sigradi2013_215v, 79ba, 3eb4, c5ff, 72b2, ecaade2016_224r59, d546, 9aca, sigradi2016_363ff, eb9c, caadria2016_301p13, a2b6, 617e, 5755, 63d0, 21f8, 2013, 5026, fd47, 6469, 2792, e691, 63c5, 4732, acadia14projects_609au, a5a3, 3fd8, 2a0d, 1e83, 304e, 013e, ecaade2015_48b8, cf2e, caadria2016_045f3, a766, 703a, c5a2, 34c2, 50e4, 33d3, caadria2015_213v32, 07c7, ecaade2016_118p31, ed7b, 04e8, f95e, 0e79, abde, acadia14_619ab, 1801, acadia14projects_301ax, 1696, 2371, 811e, caadria2017_046k14, e01b, 6631, 3917, 31c3, 28ba, 1fef, ecaade2015_53r8, acadia14_699i, 10f0, d4cb, 69b4, ecaade2015_130m26, 35cf, fcc5, 662d, 0d3d, acadia14projects_177ab, c305, 6d2b, 15db, e255, 9615, 914c, 13ba, ecaade2016_011r2, bc8a, 49da, c76d, 7d7a, 5cca, c889, 6212, bd45, caadria2015_030f4, c5d3, sigradi2014_303h5, cf1c, 9cfd, 2d0b, 1038, a893, 69c8, 2d25, e6ba, cda1, 2c68, 599f, b0c2, 81f8, acadia14_301aw, ascaad2016_038i14, 4125, 7021, 5b5e, ecaade2014_084s19, 126d, ecaade2014_089o21, b053, ecaade2014_157m38, acadia14projects_145l, aff4, caadria2017_043e14, 24e6, a9fe, 29f1, 7faf, acadia14projects_681ag, caadria2017_124y32, 2cce, b9ed, dfb5, 1c8c, 5d12, 4298, 0aba, 35ed, 4d61, 3b25, f412, 34f1, 5325, acadia16_214x13, 9a1d, sigradi2013_267d, c3f2, 76f7, ascaad2014_022e4, f394, 647a, 4dec, fe32, a21f, b219, bf3a, 7ae2, 9301, a205, 0faa, 329c, 50df, 3699, 840f, ascaad2014_024i5, 12a9, 5095, acadia14projects_339x, ff70, ecaade2014_100d23, 02cc, 09b1, 3424, bb10, ecaade2016_058z14, ebb0, 744f, 63d7, 3531, fe93, 0db3, b338, bfeb, ef93, 1ce4, 4313, ecaade2015_180g39, 9773, 1a6f, 06f5, eb22, 949d, f0f6, e3ab, c2fd, f226, 6aca, ijac201412404g8, 90d1, abbb, 5862, ecaade2014_079y18, ecaade2016_217j55, 3212, 296c, ce51, e999, cf68, 9c0d, acadia15_232z9, e212, sigradi2013_243b, 0b8a, c358, c558, 241c, 5776, 2163, ccec, ijac201614204v9, d8de, f252, fa17, acadia15_323e13, 81ae, 8ebe, 1a03, 0b59, dd40, bba7, 1d33, caadria2017_048t15, 2f1e, 6e1a, ba48, 3a12, 4980, 74be, sigradi2013_259, 7824, 1e63, dcae, sigradi2016_446j, 5f7d, d235, 0349, 0d8a, 14c5, ecaade2014_147v33, f309, sigradi2016_363hh, e991, 2e6c, ijac201614302v1, ab1f, ecaade2014_180e45, a2ea, ae35, 9f77, 4037, c4d8, ef44, 89fb, 6516, 9c24, ae99, ebc1, acadia16_344b21, f433, ee53, 83bf, 2a46, 4158, 0d22, aea0, 3419, ijac201614202u7, 3751, 8a63, d675, d8a0, c8d2, ascaad2016_001c1, f0dd, 5805, 33e6, 41e0, bfb6, 259a, be8e, acadia14projects_655aa, 6dce, f597, ijac201614102p1, 4305, f5aa, aa90, acadia14_445ad, 8420, d454, 5e99, 9595, 1427, 02e6, dca5, a04d, 12f7, 4929, 21cf, 3072, 2010, 0283, b2dd, 641a, e4f5, 3494, b569, acadia14projects_681ai, 71d2, bd10, 3861, b689, 7918, f4c7, 8070, eb17, dff4, 023b, 4ab2, b9d5, 73d6, d1ab, 1cac, acadia16_174b12, 13f5, 6157, ffaf, c28c, 5442, fab6, 86a4, 3cf0, ef67, 2dfc, 923e, a8eb, caadria2015_087f14, 6d96, acadia16_352f22, 1417, 8a45, 0faf, fa63, acadia16_298k18, ffc8, ecaade2014_121x27, 9304, 9b91, ea27, 6767, dd1b, acadia15_357y15, ecaade2016_062h15, d27a, 9dff, df05, acadia14_311z, baab, a94d, 1083, 283c, 425a, c55e, 8f9a, 5aa0, f148, a107, caadria2015_114a18, 5a1e, 7b0f, 2d88, 11dd, 3108, d0a3, f948, a90a, 47eb, f913, 7258, b303, 5222, 3297, 8fc4, ecaade2014_079x18, acadia15_483c22, e560, bb93, 2c8b, dbcf, 3269, 4bdf, sigradi2015_8.264r14, 2d77, 8503, ecaade2016_208m53, 74a3, 7a82, 56db, d9dd, acadia14projects_479d, b3d6, 2f62, ecaade2015_193z39, 960a, sigradi2016_602h, 5f69, 0ebe, 5d0a, ee22, 58eb, 508c, cc7e, a431, f0fa, 31d0, eb9e, caadria2017_163s40, 3bc2, e160, cfde, fb91, 3819, 8024, acadia14_219d, 6227, 973b, sigradi2015_8.27n10, be8f, sigradi2014_041c3, 201c, caadria2017_096p26, 5db6, 01cd, dc2d, 33db, 3602, bb64, 2b57, b911, 7bde, sigradi2014_197c7, 4070, 80e7, b065, ecaade2013r_015o8, 77ae, caadria2016_673a29, 2528, 5dde, 87cf, 596c, c1a3, 7074, 08a9, 5a33, acadia16_24z2, 70dc, 1d5f, 8587, bee0, 15a7, ecaade2014_237t60, 6419, 62ca, 0226, ae19, ecaade2016_063j15, 3fd2, 1c17, b603, 6179, ea1d, d9d8, 019e, 0ae7, 8910, 9831, fff9, caadria2016_033w2, d08d, 90de, a20f, af4c, acadia16_362p22, 40c1, ff8b, c4be, 14a6, ecaade2015_329n71, caadria2017_057a20, 3f8f, 19c6, 831c, 1a15, e8a9, 7670, 9565, e29d, 1030, sigradi2013_414t, e842, acadia14_719c, d477, 0b41, 813e, c6eb, 741c, caadria2016_735p31, 8b43, 25d3, acadia14_43ac, 8fba, 5f33, caadria2017_163o40, af7d, caadria2017_113y29, 697b, ae1a, be11, 2e8d, caadria2016_229a11, df1c, 752a, 705e, 6543, fe75, 6994, 62a6, 5cf8, d138, 4d24, 99bb, e4df, 8277, 5626, c0a2, acadia16_78m5, ea00, 2eaa, 3f32, ijac201614201a6, 090b, 8dc9, 345b, 3249, 1ffe, 9e88, a916, 64f6, 7905, aac7, acadia16_124a9, 6816, 8ea9, c43a, 1a21, e23d, c8e1, acadia15_451u19, 4bef, 767e, 0359, 4d97, 126a, 4401, 4817, c21d, d34c, acadia14projects_135t, 021e, sigradi2014_345y8, 967f, 8aa1, f5cd, 93b2, ascaad2016_012o5, 7d91, 972c, 36b9, ascaad2014_035z1, e723, 673d, a7df, b691, ecaade2015_21o3, 9efa, sigradi2016_467u, 1e62, a787, db49, 461b, 5c57, acadia16_270b17, f459, a72a, 54e3, 2987, 3507, 76c1, e043, 334c, 8372, ab2a, f9c3, ijac201614305e3, a5e9, 0413, b42a, 4b00, bd46, d6a4, 71ab, f691, ecaade2014_133v29, bc92, fe7f, ed4a, 987b, 7c42, a9e4, 1835, acadia15_243x9, acadia14_445ah, caadria2016_663v28, acadia14projects_91s, 619a, bde7, f39a, 5a41, 0297, 0405, acadia14projects_75b, 14bd, 494c, ijac201614402t1, 87aa, 9c3a, 039b, 0dcc, 5b88, 56bc, 440e, 2355, sigradi2016_363gg, caadria2017_047g15, 0882, 2d02, bb5f, 8163, sigradi2014_169n4, 9fd0, ecaade2015_195i41, 1fab, 49c7, caadria2015_122m19, 5dc6, b778, e362, ce98, 3da8, acadia14projects_627f, d0a0, 4e42, b285, 86db, 57fb, 40d5, f010, f2a2, caadria2017_035x11, 9d93, 1ada, acadia14projects_453j, caadria2017_041m13, caadria2017_037f12, 97f5, a7b7, acadia14_609al, 389c, sigradi2013_414, ecaade2014_133l29, sigradi2015_sp_3.85r29, 7400, ecaade2015_332x71, e962, a962, 9646, ecaade2016_011x2, 0f91, bc53, f59d, acadia16_470e27, cd81, ecaade2014_015x3, 865a, f027, e441, 2277, f7f7, 18fd, 40d8, b5e2, e215, c371, dbf3, 09fc, 5795, 2fbf, 6ebb, e8f4, dee4, 144b, 6468, 1e2b, 01f6, a57e, 36ef, ascaad2014_016e9, 1e6f, f67c, ce7c, 7606, ecaade2016_068r17, 829a, f89b, 7d01, 8155, ecaade2014_167l40, e9e2, 0727, ecaade2016_213r54, 3616, 21e7, 63fd, 7a35, bbe5, 08ee, acadia14_655ae, ascaad2014_034m1, 5117, 4a56, 37c3, ab57, ecaade2014_060z14, caadria2015_032u4, acadia15_263t10, 72fc, sigradi2013_280l, 84b6, eb0b, 228d, da95, 4a70, dcb8, 3e8e, b0b8, c8bd, ascaad2014_018x1, 00a2, a910, ecaade2014_204u52, f5a7, 0456, f6a1, 0a46, ecaade2015_227y50, 4e73, 806f, b136, c0dd, b928, ecaade2016_140u39, ijac201614305w2, 9d2d, a37f, 472d, ade5, 658b, 3b06, b5f6, caadria2017_074o23, acadia14_257ad, 8a1e, 315c, c00a, d417, 554b, acadia14projects_627d, 3b35, 0785, caadria2017_124h33, 6033, 022d, ecaade2015_55p10, b1e4, 082f, d010, 3834, ascaad2014_001e1, acadia14_375h, 0fff, 353e, 3347, cac2, 34fe, ecaade2014_113c27, 1dc3, 4b70, ecaade2015_227o50, 26f2, 889b, acadia14_627av, ecaade2015_247f56, 477c, 09e3, 0d59, b82a, acadia14projects_317aa, d8a8, ea2a, a01f, d1d3, 6c82, 7c19, 3962, 1471, a190, 3b3a, 663a, 06ba, 1de0, 6dc1, ecaade2015_199b43, ea90, acadia14projects_691ay, ecaade2015_278s60, ijac201614206a11, 12b0, 335f, caadria2017_035u11, 98c0, dddf, ecb4, 6526, 4ead, 71c3, sigradi2016_777dd, 5e46, fe68, f10b, 18ee, 6633, ffa5, ecaade2016_037c10, b25b, 5378, 1bda, 474b, 7fd1, sigradi2013_183d, ab6a, ecaade2015_129i25, acadia16_224y14, 1436, 95cb, 5353, 969d, 79d2, sigradi2016_490ll, 5e17, 475e, 4616, 30b5, 1878, a6b8, d5bb, caadria2015_139w22, 8c69, 378e, 7dc4, sigradi2016_654d, 792b, fdd0, 7f4d, 499f, 4324, caadria2016_861f37, 68b5, 4eea, ad68, 9ee9, acadia15_311n12, 1ca4, 1ce6, cee2, ecaade2016_237d63, acadia14projects_453f, sigradi2013_10f, 22b7, sigradi2013_217, d9da, 6184, 22c3, 20a0, 0e62, sigradi2016_685pp, e64a, bbf2, 2762, 963d, 3428, 4113, 128c, 37f2, 2389, acadia16_402t24, 89ce, ce3b, d131, ecaade2016_065x15, e1fe, 744a, bd64, 7c25, b113, acadia14_111m, acadia14_177w, acadia14_53j, 46a4, 5af4, ijac201614104k4, 64d7, ecaade2016_162j44, 96a9, 31f7, 8c23, cb56, 063e, 0f3e, 6eb0, 2fb4, f03a, 9044, 0e2f, 9a81, 687f, 07e2, 91d7, 8b36, 0870, 2493, sigradi2014_084z7, daec, 8ae6, ac5c, e57e, 39d3, ecaade2015_55e10, sigradi2013_32n, e792, sigradi2016_490y, 64f0, 8278, 127d, ecaade2014_188m48, d0f9, 10b8, 26d0, acadia14projects_699n, decc, dc04, f2d0, e738, 8b41, f26d, ecaade2015_217o48, 218a, 1ec9, 0f20, fe24, caf1, c12e, sigradi2015_6.183j8, c12f, e5ee, d13d, sigradi2014_263a1, ef6a, a2ad, caadria2016_631i27, 90bb, 610d, e1ce, 17e5, 48ae, 7121, 2fd8, 6ed4, 42cb, 342e, 4087, caadria2015_108x16, acadia14projects_463m, 6cbd, e3d1, a7bd, ijac201614206c11, caadria2016_529r22, 9252, c163, ecaade2014_038x9, 69d4, ad78, 5a3e, a534, ijac201513105g4, 9339, 2e3e, 8457, 5229, f35e, 1408, 789c, 4953, 5817, ecaade2015_103m20, 2c4e, sigradi2014_074k6, 1360, ijac201614203h9, 52fe, 4a32, 7df1, 283a, 7f5b, acadia14projects_589k, b636, a911, ecaade2014_149s34, 17c6, 7eb0, 6f7a, 883e, f6ba, 2b0f, a201, caadria2015_130p21, d8c7, sigradi2015_3.212k4, 01df, 9f58, 10a4, fcc6, a1cc, e6f1, 5871, 3446, ec36, ecaade2014_094j22, 2f8c, 6b2a, 5ad9, bfd5, 9957, 9248, 7aa0, 31dd, a207, 3aec, 3471, db2a, 627d, 53d2, 5007, caadria2017_074f23, e7cb, 3f16, sigradi2013_343e, 4dcd, c9ab, 2fb6, 6eb2, 0ffd, e910, ace4, ddf9, 4920, 0379, c17d, 5891, 916f, 2c3e, 8285, c3c0, c1fd, deab, f264, 0949, 84bd, sigradi2015_11.222o26, 6ba8, b085, a7d7, eb97, c050, ijac201614105v4, adf1, ecaade2015_332v71, b2f9, f42f, dd33, 5277, caadria2017_158x39, 1a90, acadia16_116r8, 4071, 879f, d647, c414, e2d7, 5570, c550, 91b8, acadia14projects_117f, f7ac, ijac201412305i2, 5feb, 526e, ac12, 4b8c, edb8, eed9, c35d, a795, a5ba, 8cec, 46bc, 7651, ecaade2016_108p29, 5447, acadia14_579d, ijac201412407u9, 0f67, f289, 67a1, ed07, 2f5a, b2b8, c2e7, b190, bd97, 1814, caadria2015_218a34, caadria2015_145v23, 356e, 1513, a042, 327c, 249d, 38bf, 9160, e5af, ijac201412404w7, acadia15_451b20, 106d, cb71, d2d7, 262a, a677, 502d, 556b, 7f9a, b482, a657, 95e5, cc08, 684d, caadria2016_539f23, 8a75, 3698, 7d35, ecaade2014_226d59, e629, 3bfd, 8984, e685, 7ad1, 3a20, ecaade2016_098c27, fe00, c262, 6053, 577d, 9420, 1508, 856c, 4bb3, 81ab, 4d89, 9702, 032b, f07d, 4133, c812, 2c19, 6116, e810, 0958, c8bc, 6672, 48e8, b771, 7bd7, 8636, 93a0, caadria2015_150c24, sigradi2016_771u, d791, c3d3, b205, 2829, f456, ecaade2016_162i44, af49, 368d, ecaade2016_011u2, e454, a749, 50ef, 45cb, 2cbb, acadia14_517r, 35cd, e5c2, 5f24, sigradi2013_243d, d2df, acadia15_483u21, 6f56, c544, 762a, 5f8c, sigradi2015_3.212i4, e8ba, cc47, caadria2015_102v15, 5746, b33e, sigradi2015_6.387s9, 9d89, 4ec4, ascaad2016_030f12, caadria2015_122k19, de8c, caadria2016_425e18, sigradi2016_590g, e240, d978, acadia14_153ar, 102a, f58c, sigradi2016_507tt, 0fd1, d117, abf1, 1833, caadria2017_058n20, acadia15_297b12, d05c, 8938, a495, 00f0, 3204, acadia16_98u7, 675e, 70e0, d51d, a4ab, acadia14_719b, 0f64, c7f0, acadia14projects_33am, 9ed4, 67fb, acadia14projects_317t, 587e, 0826, 6de5, f20b, 4af4, 274c, 913d, acadia15_407x17, 3a04, 71d9, b03f, e5be, 43b7, d660, ecaade2014_230j59, 28e4, 2c97, bd43, aea1, dc7c, 70bc, ecaade2016_162y44, a241, 4f7c, ecaade2016_127w34, 2f86, 6e82, 93ec, b1ea, 7b7c, e055, sigradi2013_160i, 304b, ijac201412305g2, 27fe, 88c9, fe7e, 3b7b, ecaade2016_241i64, sigradi2013_184a, 3774, 0edb, sigradi2013_30v, e180, a0cb, ijac201513303x10, d452, 2247, e1ed, caadria2016_321m14, 90c1, 6ef9, bdbc, 583c, sigradi2016_625ss, 6aea, 6c76, fc78, sigradi2014_049m5, caadria2016_177j8, d684, 6750, 7dbd, 430d, 5ce4, ecaade2016_tkos66, ecaade2016_126s34, d25d, fc22, caadria2017_008e4, 1548, eb98, 65ed, a203, ecaade2016_046v12, caadria2017_003b2, ascaad2016_052j21, 872c, bb08, a9cb, caadria2016_095s4, 0322, fafb, 91e1, f1b0, cd0c, b344, bfc0, 150b, 2ede, ijac201412403k7, 5526, e666, ecaade2014_239n61, 975f, 5d3b, acadia14projects_145ai, e3bf, 3a75, e1b2, 59d7, ecaade2016_166g47, 0211, 1339, 8d7d, ecaade2016_217h55, 6976, f542, 68da, d356, acadia14projects_199ag, acadia15_451z19, 1b3d, ijac201412405y8, cdb8, 36fe, fb02, 6de1, 1770, 8fb0, ijac201614208a14, 96c0, ecaade2015_200j43, ascaad2014_004j2, 91a0, 1a13, ijac201412303k9, 2a85, a5b7, ascaad2016_038b15, 5227, ecaade2015_17m2, b474, 1b5f, acadia14_291a, bfc8, 41d1, fa2d, 1d55, ecaade2014_072m17, 2f32, 8953, c77a, 7886, f258, aabc, c313, a799, caadria2017_015b6, 2826, 6ca1, ecaade2016_002h1, 8d7c, bdcd, ecaade2015_59r11, a3aa, f0ee, acadia14projects_247k, 719e, ecaade2014_195i50, edc7, 78ea, ecaade2015_196u41, 905a, ecaade2013r_008h5, 351f, 5332, 9d75, 56e4, bae6, acadia15_232t9, e187, ecaade2015_22y4, 3c2d, b494, 32c8, ascaad2014_024d5, 181e, e29e, 1f98, sigradi2015_1.288b1, 6c4a, 280e, acadia14_473ap, acadia15_343j14, e10f, 7b9f, e092, 35a7, 43ec, f88c, d013, 96dd, f8fe, 6c19, 3ba6, 2e99, sigradi2013_183z, acadia16_8b1, 6242, 5df2, 0fe3, 19e3, 7412, 894d, 1656, 9b2a, 8f77, c5a3, ecaade2016_037y9, 2395, edfa, b7d5, f103, 3976, f425, sigradi2014_047m4, a662, ccc9, b609, f52b, 2c23, 9bbf, aca7, 8b51, ad49, ecaade2016_221a57, 9843, 1089, 60ce, e378, 7344, 9bc0, 22d0, 3726, bce3, caadria2016_819o34, d67b, acadia16_342d20, d0c1, 8031, caadria2017_101n27, a518, c456, 136f, 2a2d, 1e08, a29f, 604f, 3270, 76d5, 7075, d475, 6588, 38c4, 01bd, 6c7c, 12b8, cd69, acadia14projects_43ae, cdd5, bbdd, 4bc9, a8e4, d558, 3ce5, 1f2d, 787e, dd89, e21b, 9f19, sigradi2016_627h, 2488, acadia16_478r28, sigradi2014_293a5, b248, ecaade2016_048d14, ecaade2016_216d55, 5138, ecaade2016_042s11, 28b3, 39cd, a6d0, bc17, 9751, 66a4, 0068, ecaade2014_138f30, de79, 2d39, b402, acadia14projects_317u, acadia15_357s15, 7984, f972, 9e59, f3c8, 39f8, 8447, 3f4e, 4f25, sigradi2013_234c, e898, 24c8, 5339, 0604, ecaade2014_044u10, 2ad4, caadria2017_033r11, 7e6d, d7b3, b0d5, 2571, 6900, f450, b868, c756, 218d, 243b, ecaade2014_168s41, sigradi2016_636m, ijac201412301o6, 56f0, sigradi2016_364pp, sigradi2016_381m, c458, sigradi2014_042m3, 0004, ecaade2015_284p61, 4db8, 3909, 248c, 104b, 3ffe, 6195, 51a3, 5e71, 2734, e458, 8972, 76b7, 159b, f31d, aa1b, 77b1, 71a9, b679, ecaade2015_202r44, 12e1, 884b, 4b4a, 8112, bd7b, cb30, 9380, 0cb4, acadia16_106d8, sigradi2013_393p, sigradi2015_2.162p1, caadria2015_203r29, d410, ecaade2016_037u9, 3313, sigradi2015_1.320f1, 7ed7, 50a1, aef4, e417, 40a3, bf28, 5525, 4c9d, fff2, 5b8f, 873a, 7a93, 1b0c, ascaad2014_015w8, c206, f076, sigradi2016_440gg, b0af, 2852, 609c, 8520, 22cb, 7201, 1000, ijac201412403p6, 729e, acadia16_362i22, 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