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 ijac20053301
authors Srinivasan, Ravi S.; Malkawi, Ali M.
year 2005
title Real-time Simulations Using Learning Algorithms for Immersive Data Visualization in Buildings
source International Journal of Architectural Computing vol. 3 - no. 3, 265-280
summary Computational Fluid Dynamic (CFD) simulations are used to predict indoor thermal environments and assess their response to specific internal/external conditions. Although computing power has increased exponentially in the past decade, CFD simulations are still time-consuming and their prediction results cannot be used for real-time immersive visualization in buildings. A method that can bypass the timeconsuming simulations and generate "acceptable" results will allow such visualization to be constructed.This paper discusses a project that utilizes a supervised Artificial Neural Network (ANN) as a learning algorithm to predict post-processed CFD data to ensure rapid data visualization. To develop a generic learning model for a wide range of spatial configurations, this paper presents a pilot project that utilizes an unsupervised Reinforcement Learning (RL) algorithm. The ANN technique was integrated with an interactive, immersive Augmented Reality (AR) system to interact with and visualize CFD results in buildings. ANN was also evaluated against a linear regression model. Both models were tested and validated with datasets to determine their degree of accuracy. Initial tests, conducted to evaluate the user's experience of the system, indicated satisfactory results.
series journal
more http://www.ingentaconnect.com/search/expand?pub=infobike://mscp/ijac/2005/00000003/00000003/art00002
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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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f8fa, f133, 3c63, 21a1, 02d5, acadia17_640ii, a9c8, 206a, 08b2, 30b9, 2202, 8c9b, ebe8, sigradi2014_047r4, 89ba, 0583, d1ac, 24be, 03cb, 0306, d7eb, ecaade2017_274u, 53cd, caadria2015_124d20, c2b7, 1055, c822, f9aa, 6e4f, 44e1, ecaade2015_138t27, feb9, 02f5, 3959, 27b2, 9d8b, 6a30, 3650, 4c1f, acadia17_572jj, acadia16_308a19, acadia14_497x, 585d, ecaade2017_076jj, 7728, 3859, 4973, f902, acadia17_349v, a887, 5104, 0155, 9649, 2f4c, 12b5, ecaade2015_217h48, 4167, cd49, 847b, 1bd8, d13c, a57d, a381, 4e27, caadria2016_549k23, 08fb, c29a, f62d, ijac201614305j3, 3407, acadia15_469n20, dd83, 180c, 9954, 33a0, 7369, b307, d072, 3d97, e82a, c4cf, 8101, ecaade2014_031r8, 811f, 31ec, ecaade2013r_003i3, 3b72, 7825, 2a9b, 0836, caadria2017_142j37, 6ead, ecaade2014_157m38, 8400, caadria2017_029j10, 7cba, e4ec, ecaade2016_230v61, bc6b, 81da, 2261, 2976, 3a19, 8e4c, bbb5, c456, bcdf, caadria2015_206i30, 2643, 0544, 985a, 12ff, 01a2, 4699, 887d, 25a0, 9a5b, 2341, c520, 0d5a, a8fb, 902c, b387, a21e, 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78bc, acadia14_153j, 9cdf, ijac201715205yy, ecaade2016_152y41, d668, 8e0d, 44ac, 17b3, 9bb8, 8450, cd3d, 2be8, acadia17_414ii, 321c, 936b, 4778, cbe4, 3403, aed8, acadia17_562q, 574d, ijac201513101k1, 92ad, a903, fbe6, 719f, 9a65, ascaad2016_013x5, 0cd3, 36eb, 65a2, 106e, f791, 1ae4, e8a9, d8e9, 7c6f, 9cda, 5445, 4201, b329, adcf, c51a, 49f5, ecaade2016_002g1, 1334, acadia16_140u10, d41b, acadia16_164s11, 8f5c, d37c, d2fc, ecaade2016_167a48, 1a06, 7af6, ecaade2015_116p23, da15, cefd, 7e7a, bf77, sigradi2014_299d5, ecaade2016_002f1, 34bc, df22, 7b30, ebf6, ab9d, c587, bfee, 6187, 3419, aa74, f3be, d5de, 6d77, 18d4, 0cee, 472a, f2bb, ecaade2016_190p50, 31ab, ecaade2014_224y57, 20ef, 7f3d, e047, ecaade2015_314c68, 9b27, 0ba5, 5bdd, 73e1, ecaade2014_111j25, 9ecc, ecaade2017_044ll, 93a7, 529a, b469, aed4, sigradi2014_284f4, 2b78, 6328, ecaade2013r_003n3, dc8a, c9cf, b96d, ecaade2014_145k33, 2377, 1080, ecaade2016_183u49, 70c0, 4147, bd8e, 58e2, sigradi2016_364rr, a606, acadia17_414mm, ecaade2017_173ll, d272, 426f, acadia14_125w, 9123, ecaade2017_290oo, e18f, f6fe, 9213, acadia14_681aj, 6661, 6c7b, 5d0e, 2198, 4e92, af2b, e3c4, sigradi2014_329b7, 4aad, 849a, cef0, caadria2017_189g45, 6cbd, ecaade2015_285r62, ed1b, 4b73, 50fe, ecaade2015_21c4, 48bb, fe42, e823, faf7, 6465, e8cf, a211, 00db, 7ae0, f97a, 051e, ecaade2016_027b8, ecaade2016_237e63, 26fc, 73e6, 717f, 821f, 07db, d5d8, ecaade2017_172z, ae10, eed0, afc2, sigradi2016_483ll, 431b, 9229, c9d1, ecaade2016_042t11, 60b4, 575d, 7082, 75fe, 2c5e, 479d, 5725, 9038, 5359, 7f32, ecaade2014_176a44, acadia14projects_23x, edf9, d770, sigradi2014_151e3, sigradi2014_178r5, 7aec, edcf, ecaade2016_163k45, 7a83, 755d, caadria2016_291s12, 7783, c790, ad73, 4ba5, 97a6, ecaade2017_164n, 2166, 2212, af4a, c2bd, 4105, d8be, 13e0, acadia15_81r2, 97d0, acadia16_130r9, a31b, sigradi2013_330f, 821b, ecaade2014_214s54, sigradi2015_10.144v19, acadia17_628vv, ascaad2014_022f4, 5c46, 75af, 9031, 4964, ecaade2015_196k42, eb63, ca51, ecaade2017_066p, bf8b, ecaade2014_138h30, b242, ab51, d536, ecaade2017_023q, acadia14_497s, e6fc, d0c3, f550, 2a5d, 27ad, f7a2, d409, 2708, a619, sigradi2013_30z, acadia17_71kk, cb13, ecaade2015_302i66, 8c5a, 929a, acadia17_52aa, 4cd8, 0354, 54d7, 4c31, 91f2, 5df1, acb4, 2a56, acadia17_473zz, 8495, b32e, cedb, 2302, ecaade2016_074u21, 2526, acadia17_308rr, 43cd, 22b8, 2b62, 87d5, ecaade2016_048v13, 142c, acadia14_719s, 455e, 3982, e609, 6031, bc16, 1439, acadia16_140j10, acadia16_98g7, d774, da13, ecaade2016_113u30, 96fd, ecaade2014_022y5, 838a, 6db5, a575, 1a2e, caadria2016_755l32, 1fc4, 9ac1, b5ae, 30bf, b9f1, f5fe, ecaade2015_284a62, b897, 434e, a633, 2292, 58ba, 115a, 50e4, 30a1, ecaade2014_149a35, 6184, ecaade2017_212oo, 51be, 2d09, dcdc, 5218, e3ed, 0cb2, f358, 563c, acadia17_670x, f664, ijac201715105pp, de3a, fa8f, sigradi2013_337, c31a, 2a90, 002c, cc42, a2bc, 2952, 2c27, ecaade2014_187f48, e3e1, 6a02, 4b04, 50ba, 01d0, caadria2017_095i26, e16f, ecaade2014_184n46, c533, 726d, c72f, 04ff, d6e6, 05d1, 2079, f4cc, 39fa, d24f, ascaad2014_024p5, f1b2, 9a2d, eadb, ecaade2015_116i23, 16e6, cbef, ecaade2016_158o43, db95, 2970, cd0a, 1f4f, 9ff9, f548, ddb6, 2611, b22a, ecaade2017_124u, 631a, cb86, f0d7, c6fa, db05, 9156, caadria2017_048d16, acadia17_27r, eda6, ef70, c192, ba46, acadia15_417w17, b7dd, 5dff, ecaade2015_229g51, bcb5, 8f2e, ad2f, 4c95, b019, acadia17_382ll, caadria2017_096j26, 3aac, f05e, 4549, 9b35, f0b7, ed12, f0af, 1619, ecaade2016_036p9, ecaade2017_169ss, a9ba, 1a1c, acadia17_520y, caadria2015_203m29, ecaade2016_067y16, d159, sigradi2013_10e, 08a6, 1aec, 3232, ascaad2016_023s9, 279b, 8ef0, 445b, 6623, ijac201513206d9, 4da2, fb23, 6d5f, 5fc3, caadria2017_009h4, caadria2017_005f3, 1a25, 7065, 86a2, d516, ecaade2015_87s17, 38e4, 1e2d, ecaade2016_225v60, a932, sigradi2013_295, 3057, 4ea2, f88f, 9c50, acadia14projects_435ao, 2d34, d087, 28eb, 8109, 1ca2, fa78, acadia17_464ww, 2786, c7c6, 0970, 1864, 3837, 1b92, c4d8, e54e, 0c08, 3e27, 5b02, 1358, 9214, 1452, caadria2015_220b34, b3d8, 4b63, caadria2015_237o35, 1886, sigradi2015_7.203k10, 7c3f, 0e83, 3310, 1a0f, 3f45, ecfa, b7d6, 79ce, f5e7, a68c, 8c57, bfc7, b56b, 2f64, 7fd2, ecaade2015_155p32, 5504, 5074, c844, b30d, 6ddd, 938c, ascaad2014_005z2, ecaade2014_046t11, c721, b1f3, e0e7, 3ec9, 33b2, 267c, e674, 1981, ecf8, d882, 2451, ecaade2017_079n, b641, 911b, 6448, 808a, ascaad2016_022c9, 7615, 0a20, 818c, ab56, sigradi2015_10.309f22, 9a4d, b4f7, 630b, adc0, 9179, 8b04, 4a9d, e59d, ijac201614102e2, 40ea, 2d05, 4bb7, 0db8, a3a4, 518f, c5e4, 00e5, 83cf, 86e0, c868, bddc, 95e5, 3616, ecaade2014_086r20, ascaad2016_007l3, ijac201513206g9, 6622, 5bb0, ijac201412401a4, b0db, d3e3, e6a3, sigradi2013_429a, 020f, 32b4, 4530, 1fc9, 198a, 142e, eaae, sigradi2015_9.347a18, 4d3e, 3cd3, sigradi2015_3.221n4, b27d, 5752, 750c, 5102, f4a7, eec8, d47a, ecaade2015_116g23, debf, 185c, ecaade2015_333j72, 8db9, 0fd4, ecaade2015_222e49, 288a, b1dc, acadia15_47c1, ecaade2013r_004g4, 61aa, caadria2015_150a24, 6ae9, a89b, 8636, caadria2015_015f3, ecaade2017_054aa, ijac201614407x4, 2042, cb09, 0a74, e9ac, 2035, 3388, f6ec, 4081, b25a, 82ed, 249a, 76eb, 9d1e, e2bd, 40c6, c999, caadria2017_125z33, bced, caadria2016_249i11, e60c, 844b, 5e24, 524d, f76e, acadia15_323v12, ecaade2017_099a, 4bd4, ecaade2016_071t18, ecaade2016_071h19, 6ac8, 43be, ijac201412407x9, 8727, c58a, c87e, 986e, f013, 7b1e, ebcb, 568b, acadia17_600dd, ff01, e437, e3e3, 097c, 5b56, 112a, 9a2b, 95a3, b1d7, acadia17_455gg, 2308, ecaade2017_198a, d652, sigradi2014_266a2, 05f9, a952, ecaade2014_175o43, acadia17_660i, ae11, a97d, 3b1e, ecaade2017_256v, 82c2, 66e5, ijac201412408p1, ijac201412205d4, 6b01, acadia17_340j, 47be, ijac201614308o5, f1a7, 2904, 31d0, 7037, f751, d448, d454, ascaad2014_024z5, acadia14_691at, d12b, 94e8, a584, 19eb, 2bfd, acadia15_343c15, sigradi2013_429g, 6320, ecaade2016_213t54, ea57, 7d2d, acadia14projects_589k, 8b85, 8fe3, sigradi2013_77j, sigradi2013_189n, ecaade2016_132m37, 1a3e, dd33, 50f2, 06ff, 8ec9, ecaade2015_229r51, ecaade2014_195m50, 857c, e945, 4bc7, de32, 47f7, ecaade2016_025m7, a63d, a0af, 8e25, 8387, e8ae, ecaade2017_032f, 9d24, 524, ecaade2017_080ii, e529, 13db, 2f84, ijac201412402i4, 4d4b, 01a1, ijac201614104m4, 6cfa, acadia14_655aj, aa72, 4e1c, ecaade2017_172ee, 6556, 8394, caadria2017_081x24, ecb2, 9cd1, dbe0, 0c17, sigradi2016_385pp, 7684, ecaade2016_011v2, acadia16_88m6, ab8d, f1a1, 1e7e, 9ecb, e424, 6d6c, 2964, 57bf, ecaade2015_241b55, a6e1, ecaade2014_233m60, e15a, 7234, f03c, 545c, e6d6, dff5, 4609, 0d4f, 5a1a, 0326, e0a0, 3aef, 3410, 977f, 97b5, 21a3, 849f, 14a6, cca9, caadria2015_114p18, 7cf6, fd9b, d8db, 7ed5, 9753, 5750, e892, acadia17_290n, ascaad2014_013c7, cf03, adbd, 6feb, d457, 6659, acadia14_291b, 367b, b5d8, ecaade2015_314l68, 1420, 18ef, 2304, d9c0, ecaade2014_156h38, acadia14_33al, 52a3, 9a3e, 1b88, b92e, d276, ecaade2017_069ee, dca7, ecaade2017_056yy, 8379, 7f5d, 6788, 155e, acadia14_565ab, 4de9, 95ce, acadia14projects_565ai, b87d, 9bd7, aa7c, 30d9, caadria2017_002n1, ascaad2014_020v3, 6c06, 309b, 5e5a, acadia16_344o21, d78b, cdc0, 6207, sigradi2013_271r, adce, 1831, ecaade2016_bkot65, bf2a, 06ce, 2f34, cfdf, 22c0, 3050, 0bf1, f1df, 07c5, 7013, 2868, e058, 2774, 8c59, 9c00, 5aa8, 5ecb, ijac201513105x4, 8b86, 64ca, 9015, cb76, c9c9, ecaade2015_129l25, e7d4, ecaade2017_225a, acadia17_202s, 6383, c462, ecd1, 16ab, ecaade2015_333d72, 99b5, 6bfa, a89c, 383a, 5a8f, acadia17_247nn, 6280, ecaade2015_248t56, 8d6b, ad33, ecaade2015_170w35, acadia17_426b, bbd5, 49a3, 79d1, 9752, 9642, 4876, f695, ec3c, 9ef4, 8553, ecaade2016_129f36, ecaade2014_176g44, da2b, cbba, bb65, c18a, 4818, 3682, 7c63, d603, 3621, ddcb, 3ebb, ecaade2015_240z54, acadia17_292bb, sigradi2013_194i, 44e3, 14dd, 4bf3, d296, 8372, caadria2017_129l34, def2, 10ab, caadria2017_183l44, d0a6, ab67, f1ba, 7a8a, d281, 7f63, 9f90, ecaade2017_085xx, 81cd, 77f1, 142a, fc9f, 0b8c, da0a, 8d57, ecaade2016_238k63, 1f70, ascaad2014_005l3, d4fc, ecc7, c435, bcbe, 4353, 4018, a8d5, ecaade2015_175o37, acadia17_153l, acadia14projects_479ax, a0f3, f476, a17b, ecaade2015_227y50, c884, d599, ca4b, f215, ffac, 50d9, ecaade2014_112w25, 7fa5, 6f0f, fca4, f02d, ecaade2017_094s, acadia14_609ag, c892, aceb, 2ffa, 1006, 842a, 4854, 5867, e8aa, ijac201513105o4, e398, c697, e998, acadia17_620tt, 6be2, f8a8, e601, 645d, 9e39, c370, 9b46, acadia17_381aa, 8cec, da08, 5e6a, 007b, 9a8d, ba30, 4b6a, cd2a, f0d6, edc3, b743, 2132, f0aa, acadia17_581jj, 3921, bf9d, 93c2, 7c5b, dd9a, 71c6, f1cc, f18a, e02f, 348f, 20df, 477c, sigradi2016_450a, ecaade2016_154j42, 148c, eea5, 261f, 8190, 0e20, 5e60, b559, caadria2017_105g28, e766, ijac201412205u3, 215f, 0fe6, f61c, f96b, 7b04, 165c, sigradi2016_490v, acadia17_231y, 51ab, 0f33, 75d2, fbdc, ecaade2013r_011c7, 2737, caadria2017_018a8, 85b0, d2d5, 955e, 3a3f, cb12, 2ef4, 44c7, acadia14projects_145ae, 7bfb, 89ea, 56cc, 7c6b, caadria2015_126g21, 28db, 9449, ecaade2017_100i, 62a2, e525, 8d0c, dfef, acadia17_435e, f750, b1f7, ecaade2014_080c19, 4a9f, 3002, af3c, 9a82, db64, sigradi2014_099s8, 4cd1, fe31, caadria2017_047a15, 60f4, ecaade2015_284w61, fceb, acadia17_324aa, 1cca, ae4f, eaab, 1939, 47ec, fe3a, f80b, eeae, 870c, d357, 040a, 190d, b5f8, 4714, ijac201715106g, a66c, ecaade2014_111t25, ecaade2017_229hh, ecaade2016_058a15, 5c12, 5326, e502, 77d9, ijac201513305p12, 854d, 85cf, b6a6, ad9e, sigradi2016_488p, afe5, 1c43, 359f, caadria2015_031r4, b08a, 5727, 1492, ascaad2016_022m9, eac6, 182d, c43a, dcb3, sigradi2013_112b, 5e7c, 8a65, b2ee, ecaade2014_089v21, 5abe, d9f2, 0bc3, 80a7, ecaade2016_033e9, dabd, fb24, ec7f, 9bdf, 29a9, b97e, 71df, ecaade2014_177z44, 03e9, ijac201614207p12, acadia14projects_671s, ecaade2017_026tt, acadia17_110bb, acadia17_178q, a19d, caadria2017_127i34, ec72, 9a0b, sigradi2015_11.196m26, cce3, d3a8, 745b, 81e0, abc4, 4002, 204c, 1d6e, 1fd1, 17c3, 7f8d, 264e, 54a3, 8d63, 4d80, caadria2017_118g31, 196a, f0dd, acadia15_110t3, 5c4a, ascaad2016_004r2, sigradi2014_151c3, e5b6, ecaade2017_077oo, acadia17_628oo, 60d1, c3c9, 7aff, e787, 9ddd, ascaad2014_016e9, sigradi2016_446e, ecaade2017_254hh, f7ab, acadia16_154e11, 4e60, b6b1, c3c8, ed14, 6f49, ecaade2017_071pp, 34d9, 9caf, 4922, ecaade2015_87x17, c68a, 7b39, ae75, 7b49, 3d67, 0aca, 4ecb, 2624, 9af1, c4c9, acadia17_318s, ee28, 9a7b, ecaade2016_230h62, 4425, 5e8f, acadia17_318t, 9ac2, 13dd, 88ed, deab, 8351, a1a5, 8205, cfa6, c04e, 56fe, ecaade2015_217l48, sigradi2015_12.297o28, 599e, ecaade2015_155l32, d33b, dadd, 11d7, be3b, acadia14projects_517m, ecaade2016_154s42, dc40, f126, 9ee8, fecd, 4c53, f6e7, ecaade2014_221m56, 6e9e, ecaade2017_098pp, d59a, 9dc8, sigradi2016_601zz, caadria2016_579j24, 2959, sigradi2016_561ff, b7cd, caadria2015_114p17, 7a2c, b8dd, c523, sigradi2015_10.377r22, 6457, ijac201614205l10, 098e, 4858, 2b76, 6985, bb82, ecaade2014_157w38, sigradi2014_185x5, 2eb1, ecaade2016_118j32, 1283, 6ecb, ecaade2017_138w, 15d9, 3f8a, 7898, 82f0, ecaade2016_102w27, 4cb8, c945, ae2a, acadia14projects_101s, cda1, ijac201412408n1, 5916, b838, 7a3f, bfbc, 9cb6, b8c6, 6290, 92e9, 6b15, caadria2017_168a42, acadia14projects_463u, cc8f, acadia14_671m, ascaad2014_036a2, acadia14_281ae, ecaade2016_098d27, sigradi2013_184, fc20, e954, 72bc, 654a, 743e, 0e65, 1694, 412f, ecaade2015_180w38, 1061, 94a8, d546, fc77, sigradi2016_792p, e303, 6c4b, 9f8b, 6d26, 3c3a, ijac201614104g4, 46b2, acadia17_464a, ecaade2016_241f64, 13af, 17d4, 4708, b273, fb35, b2d3, sigradi2014_015d1, 18ab, 4b92, ec5e, ijac201513203f7, fab2, cd76, d298, 6b5e, 1dc2, 904d, 95b3, d7c1, acadia16_44n3, d765, acadia17_670xx, ea87, da8d, acadia15_123u4, 44e6, b632, ba3a, 29f6, ijac201715106y, da4d, f43a, 4a03, ecaade2014_088f21, 8208, sigradi2016_356g, 192c, 6414, 2068, 4aa0, ecaade2017_014xx, fc99, ef47, 3d9e, 24b6, ascaad2016_044x17, 8e14, ecaade2016_243a65, 39e1, e6dd, d7f4, c85b, d586, ecaade2014_096x22, 0921, 5d59, 6242, 1336, 95ca, 1873, 6514, ascaad2016_028f11, caadria2017_016d7, 9a6c, 5d68, 284e, dc67, d0ec, f7e9, b229, 26ea, ecaade2015_17v2, 6eb0, ecaade2014_233x59, acadia17_109z, e98f, 02be, 9726, ijac201513203l7, 7929, 6e74, 1221, 0fe3, f91e, 5a19, 0913, eecd, 1105, ecf2, c88c, ecaade2014_052t12, acadia14projects_531k, ecaade2013r_018t9, acadia14_699l, acadia16_140a10, 60d8, f21e, f363, ab48, 11cc, 5305, e8ac, 93da, f675, 7940, 9fcb, fc31, e306, 07a4, 9c7e, 33ad, 0898, c3dd, f9a0, 0b39, acadia17_247uu, 013e, ebea, 19bc, 95a1, acadia15_232u9, 7a1b, ijac201412304u9, 5263, 4e3a, ea55, a49e, b355, 8b2f, 500e, d438, 0065, de6c, e7aa, ecaade2016_169n48, 0c5c, 58c6, 343d, 707e, d461, badc, 6c45, caadria2017_132k35, 987f, 29ec, 78f7, 2073, 8fea, ecaade2017_066l, c764, ecc1, 388c, d141, acadia17_391tt, 1647, 5959, 108f, 4c4e, b2a2, ecaade2017_118gg, c0af, 239b, d5a2, sigradi2015_sp_8.284m30, f674, ecaade2014_202m52, 0798, e989, ecaade2015_21d4, 2e39, 2305, fef5, 81a9, 6c6c, ecaade2017_157rr, sigradi2014_330j7, df0c, ce7c, caadria2017_081u24, ecaade2016_119y32, a814, ecaade2017_257nn, 4a0a, ecaade2014_052n12, 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2360, 41a3, 1eec, e8e4, acadia17_423ii, 2936, 5ef4, fb6b, ecaade2015_155o32, acadia17_620uu, c2a2, 1484, caadria2017_069v21, 5132, acadia16_382x23, ecaade2017_208n, ab38, acadia17_329y, 9ee6, 00b8, ecaade2017_291p, 854c, b91b, ascaad2016_028i11, a947, ecaade2014_168p41, 11cb, 5fe1, af91, 5270, 7a59, c5ba, 58fc, 94c5, 4c7d, caadria2015_111l17, beb5, d6d0, acadia17_366t, 751d, 6322, b0c7, 36b4, 1b8d, 99bc, 8f58, 0cd9, c2b6, acadia17_669t, 394f, d2da, 5733, d31d, ecaade2015_271x59, df77, ecaade2015_116f23, ecaade2017_048bb, fb5b, ace8, 98f8, fdc2, fc3e, 74c0, e90b, e0e3, acadia16_344t20, caadria2017_096x26, 711d, acadia17_391zz, 5f97, acadia14projects_237aw, bd38, 4c8f, 1efe, 6fb0, acadia16_12v1, ecaade2015_336b73, 7c65, 056a, 0843, caadria2016_167e7, 01f5, acadia14projects_619ap, 3d2e, 395f, f87a, 2207, 71bc, 2463, e706, 44d3, 5a0d, 86eb, ecaade2017_257oo, 6397, 94db, 1799, f13f, acadia14_167y, d176, f069, acadia16_308y18, acadia17_221ll, 04bb, acadia15_274h11, 7863, 644c, 09f3, efb5, 0cc8, 9a50, ijac201412403v6, f0b1, d3ac, d68a, 0251, 28ae, a9d8, sigradi2013_28i, acadia16_8d1, f297, 9255, 0274, acadia17_491q, 1274, 828e, ae72, 0f67, b837, 1fe3, 90ed, 9aad, acadia14projects_117b, 5e74, ecaade2016_230t62, ba70, 75cc, caadria2015_206t29, c2e6, 44be, ascaad2016_049t20, 00e2, 860a, 998c, aa3e, caadria2017_005h3, ecaade2017_309kk, 8057, ea69, 3cac, 34a4, sigradi2016_636n, 9627, 57de, ecaade2014_070g16, acadia14projects_655af, 1a20, 0b51, e1a4, 8911, 4db3, 6e91, 9f7a, ecaade2017_079v, sigradi2014_330h7, 49ee, 8d69, 969a, 1dcd, dd96, 9147, baa9, caadria2017_175d43, sigradi2013_217, 3b7a, d0e6, 52d4, sigradi2015_8.264i14, acadia14projects_435ax, e5da, 7db0, ba05, caadria2016_105f5, ijac201412304d1, d0b2, a5ef, 65d2, efc0, 07f3, ecaade2017_199pp, 0596, ecaade2015_265r58, 258b, eaff, 91cd, acadia17_237bb, 016b, ecaade2014_149b34, 8b99, 899d, cea6, acadia14_301g, 8b80, 5be4, 772d, sigradi2016_803x, f9d2, 0463, eee8, 3329, 616b, b5b3, 8cba, 1591, 4309, sigradi2014_057t5, 447c, 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ecaade2015_82b16, sigradi2015_6.42y7, acadia14_445ai, 5518, ecaade2014_226v58, 932a, 09f2, ecaade2017_076gg, ecaade2016_230c62, 936d, 32cf, 0cf4, 541a, ecaade2014_071z16, ecaade2017_198tt, ecaade2015_284x61, da78, 6648, 81f5, 87c2, sigradi2014_140o2, e491, 6284, c092, 3a1a, c0cc, 90f6, 97b1, ecaade2014_157n38, 050e, 1c8c, f0e7, 1069, ecaade2017_039e, e804, acbc, aaeb, 9092, c77d, 603c, acadia14_63ao, 38b0, 3848, 186e, da1c, c368, ascaad2014_019h3, 6c77, 12a0, 52c1, cea4, 5258, ecaade2015_230j52, sigradi2013_117o, bbb1, 93ed, 6991, f6e2, ecaade2016_171a49, 4e43, 4d36, ijac201412408b2, b666, 7d4f, ecaade2015_231s52, cf1f, 9c27, 81e2, acadia14projects_347aj, 7f40, 26db, ecaade2015_237a54, b279, 350b, 5af1, caadria2016_745w31, 70b4, cd77, 3b5b, 394a, 704f, 2217, 014a, b5ea, e91d, ecaade2017_053vv, 7653, acadia14_647ay, acadia17_500gg, 3263, dd91, 52bc, a852, 4cf7, sigradi2016_364pp, 67e5, 80ee, ecaade2014_046p11, c16c, cb55, add7, acadia14_145w, 3649, d4d3, 7eff, 4a4c, f053, acadia17_62ss, 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