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 Rasdorf, William J. and Storaasli, Olaf O.
year 1985
title The Role of Computing in Engineering Education
source Toward Expert Systems, Computers and Structures. Pergamon Press, July, 1985. vol. 20: pp. 11-15. Also published in: Advances and Trends in Structures and Dynamics edited by A. K. Noor and R. J. Hayduk
summary Pergamon Press, 1985. --- Also Published in : Proceedings of the Symposium on Advances and Trends in Structures and Dynamics, Pergamon Press, George Washington University and the National Aeronautics and Space Administration, Washington, D.C. pp. 11-15, Oct.1984. The rapid advances occurring in interactive micro-computing and computer science have provided the engineer with a powerful means of processing, storing, retrieving, and displaying data. The effective use of computer technology in engineering processes and applications is recognized by many as the key to increased individual, company, and national productivity. The implications of this observation for the academic community are clear: we must prepare our students to use computer methods and applications as part of their fundamental education. The proper tradeoff between engineering fundamentals and computer science principles and practices is changing with many of the concepts of engineering now being packaged in algorithms or on computer chips. The components of an education should include operating system fundamentals, data structures, program control and organization, algorithms, and computer architectures. It is critically important for engineering students to receive an education that teaches them these fundamentals. This paper suggests that to convey the essentials of computer science to future engineers requires, in part, the addition of computer courses to the engineering curriculum. It also requires a strengthening of the computing content of many other courses so that students come to treat the computer as a fundamental component of their work. This is a major undertaking, but new engineers graduating with advanced computing knowledge will provide potentially significant future innovations in the engineering profession
keywords CAE, education, civil engineering
series CADline
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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ascaad2014_014z7, d913, ab82, d0ef, a8b0, ecaade2015_229x51, acadia14_339ai, 4ecd, 255d, 3bc7, d02d, 6092, 09a3, caadria2017_132i35, 4951, 184b, ecaade2014_186g47, 1456, ecaade2013r_003l3, e233, a858, ecaade2015_172c37, caadria2015_213e33, add1, 2068, sigradi2014_018l1, e7f2, 45ce, e6d1, a58e, sigradi2014_345h10, 1026, ascaad2016_022u8, ecaade2015_86i17, 0783, caadria2015_208w30, 005d, caadria2017_182v43, 2f4c, 92c4, caadria2017_016u6, d5d3, 1b91, 9fce, 5eef, ecaade2015_225r49, 8a3e, 5b4d, 8995, f718, c1f8, f22b, 4199, 50c3, caadria2017_096v26, c981, acadia14_549s, 03af, cbf9, e861, 55bf, ecaade2013r_008n5, sigradi2016_817g, 8dbd, 787f, ecaade2014_130y28, 1f40, e004, e94f, 3721, 809a, 82e0, 71b1, b945, sigradi2015_10.307n21, a5c3, 018d, 8dc1, 9b36, bd4b, bb7f, 385d, 0de7, 2661, 7840, 2729, d6a6, 1986, 039d, a935, 6853, 3484, 85e3, 248b, 8337, c028, 85bd, 0b2a, 6c8d, cd99, ijac201412403w6, acadia14_177x, 515a, 04c1, caadria2016_073x3, 3a6b, 648a, 7f24, acadia14_601ai, 4b7a, 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sigradi2014_144w2, 7317, f8d7, a7c5, d91e, 0483, 69a0, 6f64, 4d68, 9604, ecaade2015_250h57, 5a8b, b81e, 2f0c, 6661, sigradi2016_443uu, ecaade2016_224g60, f62a, 1c42, 9ac5, 9c4a, 4564, bcdc, 6083, 875e, 8e88, sigradi2015_13.181p28, 3b35, df00, sigradi2014_123v9, 35ed, 7601, cc8e, 76d6, 8373, 5245, 956b, 048d, 6804, 3db3, 71ac, ecaade2014_182v45, 4949, ijac201513202i6, eda1, acadia14projects_375ax, ef1e, 5149, 71a5, 0818, 6dcb, caadria2017_069b22, 9809, b269, ecaade2014_140t31, 0b24, bf5e, 7b37, 2547, 6173, 693f, caadria2016_611n26, 8600, 22a8, caadria2015_142r23, sigradi2015_3.268h5, 9252, 2515, 28ee, 5c71, acadia14_291ap, c750, e562, acadia16_116u8, 677a, a8ca, ascaad2014_013a7, f14c, e566, c5ae, 21dc, f8ab, c8fd, b796, 9bd2, sigradi2015_sp_8.326v30, 02c8, 143f, 8960, 4c58, e276, ca2e, cdbf, c05c, caadria2015_162y24, ascaad2014_036d2, f127, 773d, e364, ff41, ecaade2014_176m44, ascaad2014_031g9, c738, 299e, 814f, 6d80, acadia14_81n, sigradi2015_10.307o21, ecaade2014_140l31, 4aa0, bd65, 7e31, ijac201614208p13, ijac201412305p2, 0293, 7901, 548c, 1501, 2418, sigradi2013_313s, 2764, acadia14_409n, a52d, d1e4, e1f1, b929, 585f, bb5e, 6982, aa4a, dbd1, 9e89, ecaade2016_074z21, c732, 0994, acadia15_185o7, 227b, 648e, af47, 737c, 74c3, bfcf, a42c, be60, 9f46, b621, 7ae2, 253c, ecaade2014_184g46, 176c, 1cef, b554, ijac201614102p1, 383e, 045b, da9f, c072, 0089, 8ad6, 0552, 892e, a11b, ascaad2016_010s4, 1a1d, acadia14projects_463au, 991d, ab1f, caadria2016_003i1, ad92, f52b, ecaade2015_113m21, a4a6, dce2, 5fca, eebb, 0c46, acadia14projects_691az, 47f1, a9fe, acadia15_407r17, 3526, 8bb2, 2907, 14c4, sigradi2013_313p, d4cc, ccc3, 698a, caadria2016_321n14, 6b5d, 929a, sigradi2013_271s, c29e, ijac201513206f9, 5567, 43ea, f2d5, 7cdc, 6d7f, f94c, 7567, 14d8, 0dcf, b0f6, 4dcd, 674a, f185, 168c, 4b69, acadia14projects_339ah, 54d7, ed89, 4cf5, ec18, 6993, 1efe, ea6f, acadia15_407s17, e9f4, b31e, 1661, caadria2016_219g10, 5417, 792f, 0ba9, ascaad2016_048i20, 68d4, c297, 2d8b, b4d4, d299, ecaade2016_102l28, dc42, caadria2015_064l7, b727, 63db, 6a1f, 52a9, ecaade2015_161k34, 46a5, acadia14projects_135o, 869c, 0758, 326b, 4fc7, 6e0c, 8dd0, 0a5c, da32, d429, db1d, fb55, ecaade2015_206g45, cc68, 2291, 5511, 04f8, 3cc4, sigradi2016_637v, caadria2017_183e44, acadia14_435ax, 57f5, e108, caadria2017_132s35, d05b, ascaad2016_051e21, 2545, 7eb9, ecaade2015_116k23, bb8c, 331d, sigradi2013_343k, f0a3, c8ce, 0266, 9906, f29d, 9e17, 1d77, ecaade2015_161d34, 4db0, ecaade2014_204u52, 48f2, 2bb1, 2801, b10c, ab7f, 4e36, 3b0c, f2d8, ecaade2015_155p32, 4c82, efaa, 2692, 016c, 08fe, e820, fd98, 08a3, ea1c, d911, 7fa3, c951, fe20, b357, f886, 73bc, 2619, 4464, 5de1, 3064, sigradi2016_440gg, f783, caadria2016_497e21, b2a4, 2395, 0ceb, sigradi2015_2.162n1, acadia14_301a, 5ea8, sigradi2013_30f, d4b8, d6e3, 5f9f, 6bc7, ab8b, ab09, 72eb, caadria2017_003b2, 805b, 9cca, 9f9e, 8688, b196, c882, 97bc, 7057, 8cad, bcf6, 0a15, acadia14_375k, e9d0, 421a, d533, ecaade2014_046p11, acadia14projects_247h, 7dad, sigradi2013_268f, cf9a, ecaade2014_168v40, f0db, 73be, ijac201614405k3, f491, 970a, aca9, 61c6, 2f58, 99f2, caadria2015_139z22, fd6a, fc60, 3aa5, sigradi2016_595gg, 334a, 7428, acadia14_589c, 72ac, 9401, 772e, cb85, 6730, c28f, 8bb8, c5e2, 074d, a0e6, acadia16_478c28, 0c81, 4dc0, f717, 79b3, sigradi2016_690e, 7a30, ecaade2016_023n6, 88df, 339d, 12dd, acadia16_440y25, 2cb8, baa0, 746c, ijac201513105c4, 7acc, 6544, caadria2017_145j38, bb05, cb3b, acadia14projects_281y, b6ab, b846, 7837, ascaad2014_015w8, e23e, 02d0, ee93, 2ec8, caadria2015_090d15, e9b1, 9af5, 6b50, 1954, e785, c6da, bbd5, acadia14projects_357an, sigradi2016_590p, ee4a, c69c, 70c5, 3bb1, acadia16_470d27, 035e, e120, 31aa, 554a, 744d, caadria2017_057s19, d436, ecaade2016_130h36, 29f4, sigradi2014_293x4, 79aa, acadia14projects_23ad, acadia15_57y1, caadria2017_052u17, 3c09, caadria2015_064n7, 077c, cb3f, c1e5, 9e38, 8db5, caadria2017_081n24, ecaade2015_241e55, 359d, caadria2016_745d32, 452a, e9c9, 24e9, b9e0, ascaad2016_012r5, 7c5e, 4fa3, 2df2, dbc0, caadria2016_529s22, 0b4c, ae9a, 8745, e0d8, 9cff, a442, 3f78, 6bb9, sigradi2016_815ii, ascaad2014_012l6, 0ee3, fdf4, ijac201412203b2, 8553, 1da3, 713b, 0df1, ecaade2014_016b4, ca33, 60e1, 603c, b8f8, a683, ddb8, 8dbc, e287, eca5, 7bff, 16b0, 74d1, ijac201513303k11, e963, 4f0b, 5402, 8bd2, 7ecb, c7c3, acadia14_189a, 3dbc, 278f, f88e, 61b1, caadria2017_027u9, 3a42, 162b, 75c8, 965f, 27fb, e2b1, 8bf4, 73c4, fd38, bb98, babb, f9d7, d0be, 8cf6, acadia15_333t13, b7c5, ecaade2013r_002x1, 9206, 3507, 6630, 0c8b, 3e6f, 3e6b, e0dd, dbe4, baac, 17c5, 443e, ecaade2015_253x57, 96f7, 4982, 007b, f915, cdfb, 514d, caadria2015_185k27, c054, 6e9e, d945, ascaad2014_019n2, bb12, 2f05, caadria2015_078m11, ecaade2015_55r10, 3639, acadia16_352b22, ecaade2014_044a11, 4203, c3c2, 0ee7, bc79, 5fd3, ecaade2014_035d9, 9db2, 71f1, ecaade2016_140k39, sigradi2014_030x1, c4c9, caadria2017_015y5, 9088, df9e, acadia14projects_53l, d7fe, sigradi2013_244, 1d07, f866, 18bb, 0203, e49e, 7b6a, 51a7, e4e3, 564f, 9804, 8919, caadria2015_002b1, 0ed9, ecaade2015_333e72, f4a5, ee98, ecaade2015_103r20, sigradi2016_710cc, ecaade2016_047i13, 8456, df31, 7849, ecaade2016_038k10, caadria2016_745g32, d4af, fc6b, ecaade2016_166j47, 064a, de4d, c059, ecaade2016_162d45, dc14, 5786, 8c5a, bd90, acadia15_483y20, a204, 8430, fe7a, 26fa, 8d69, 41b9, 4bbb, db1b, acadia14_145ai, dbd9, 91e2, 6f01, a7b1, ecaade2016_237d63, 311c, 1ee2, e930, 07d7, acadia16_184x12, 3a73, caadria2015_073w9, 4011, 7d5b, 993e, 6d1a, 40c2, ijac201412304y9, 5f21, 6f60, c50f, 5d5c, 53ee, sigradi2015_8.186x12, c9af, 158e, b7cd, 44cb, ef7c, bd20, e5b9, 0926, 43a3, feef, dac9, ecaade2013r_004y3, afe9, 86b4, a9ac, acadia15_417f18, 018b, sigradi2013_10c, 0a0a, ascaad2016_052i21, c9ef, acadia14_357ao, d575, 05c9, bfd1, ecaade2016_tkoj67, b786, 70da, 5679, ecaade2015_138p27, acadia14projects_619x, f605, 4039, 68d5, d71c, ecaade2015_28z5, f8b4, 42ce, caadria2017_027p9, 4c9d, ecaade2016_217d56, d11a, ecaade2014_094m22, 4629, 7e10, ecaade2016_167e48, 9014, 3e15, 6211, acadia15_297w11, 80c0, 6a82, acadia14projects_91s, 7acf, 59c1, b586, 55a4, 57ec, 7968, 883d, 1e42, 408b, f3be, 4fd5, 3b3c, bb14, f115, f6f5, f490, 1175, f513, db3d, ecaade2016_154x42, 8636, 9b6f, sigradi2016_455g, b473, ascaad2016_011g5, sigradi2016_611s, 7ee4, 7979, 3490, 2a36, 7ff3, 98b9, ebd9, 86c1, 786b, ccbc, 68fd, bdff, a3b2, b503, 509a, e3c3, 6c1d, acadia14projects_117f, 6308, 95dd, caadria2017_123p32, d8f3, acadia16_88t6, e112, acadia15_161e6, 9ead, bb39, 6f81, ecaade2015_293v63, sigradi2016_592s, d4bb, 3837, 76b9, 3c88, f003, e980, ec5f, 5b39, 2d55, ae55, bd29, fe3c, 7b55, 5df4, caadria2015_067g8, 7fb5, 8c99, cbaa, caadria2017_081u24, 2ba1, 9168, 9e0c, ecaade2015_280w60, 4534, 1af1, ascaad2016_034k13, 6c32, 34b1, 751d, 3dae, acadia14projects_601y, acadia14_589g, d076, 124d, a532, 7a11, cc2f, 4d3b, f710, f584, 43e0, 91db, sigradi2016_770n, 029e, ecaade2016_170r48, 3682, f11d, 6ff5, ecaade2015_202f44, ascaad2016_049s20, 6967, 3253, c281, ed3f, sigradi2016_510yy, b2dc, 5aa6, 4576, 3593, e0c0, c2b9, 479f, caadria2017_094p25, 3878, 20c6, ecaade2014_015z3, ijac201614203r8, ad67, 2ca7, d005, 40d8, d354, 9c25, d0e1, 8f84, caadria2016_405b17, 601a, 4cd5, 300c, caadria2017_183d44, 074c, 6ed8, ecaade2016_071u18, 4054, 83d9, ecaade2014_120g27, 1017, sigradi2016_764h, fda3, caadria2016_105w4, 3609, ecaade2014_218m55, 3bdc, bb54, b2d4, f748, 614d, 9e8f, abdf, f59b, 1658, 29d0, 1bb8, 0174, ecaade2016_042m11, ascaad2014_004e2, aeb7, cc32, 150b, ijac201614206y10, b274, b088, 37ef, caadria2017_136p36, 53a2, sigradi2016_484tt, 7531, 32e1, d7e6, bdcc, 60f2, 6f75, f3ad, acadia15_469n20, ijac201513105i4, 0cd8, af9e, ce72, e44f, 15e8, 08ff, caadria2015_032y4, fd2a, d8c1, 7cef, 2b0c, acadia14projects_579c, 4270, f983, caadria2015_087m14, 5591, caadria2015_030f4, caadria2017_056j19, ecaade2015_33w5, 514f, 53e3, 0759, dadf, ascaad2016_046p19, 1c4d, 0113, 7d69, f42e, b8ed, 5e3a, 0b22, caadria2015_233d35, 1858, 3840, c3fb, b6c7, e090, 93ea, 8afa, 78b3, 6260, ijac201513105x4, f850, ae16, f7d3, ecaade2014_041f10, 9331, 74fc, 5b13, cfae, ijac201614308g5, 3f27, e2d1, ff76, ijac201513203b7, 60f1, e13f, 922e, caadria2015_122l19, fed4, 9b1d, 89f4, 66fe, ecaade2014_220h56, 0f9a, d166, 06f4, 5b24, 6048, 212b, 1590, acadia16_88m6, cf61, 424e, c6bb, 39f3, ecaade2016_239a64, c474, e888, d2f8, 8d86, a3a5, fbd2, bb0e, 7d66, ascaad2014_011z5, 2944, 1f70, d6ea, c6c5, acadia14_479j, 0b92, e31c, 398a, ecaade2015_269o59, 1852, b6f1, e19c, eb61, acadia14_111f, sigradi2015_10.267m20, eeb3, 1a8b, f4bb, 8a13, aa81, db33, ijac201614102p2, 2d43, 9e6d, 7460, 8b47, 612b, f61d, c570, eda5, ecaade2015_138a29, 6873, 70cb, 6da9, sigradi2016_595jj, 0bea, 62f9, 4987, c395, bcc9, 7515, ecaade2015_202d44, caadria2017_096z26, 4205, 5d6b, 51ea, 2940, e28d, 4dba, ascaad2016_014g6, 0e2e, acadia14projects_199ac, d80b, e7fd, 2a29, e928, b435, ecaade2015_196f42, 9295, sigradi2016_690b, c919, 1ec9, acadia15_497g22, e7dd, ecaade2014_104t23, 2d92, ijac201513105b5, ecaade2015_178f38, bde3, 8ca0, 7344, 8217, ecaade2014_204e53, b82f, ecaade2016_018i5, 5a82, a1bb, 1a73, 3908, b1db, caadria2015_012d2, ecaade2014_220f56, 29fc, 289f, 8c7c, 3826, b386, 1847, 5e93, 0bd8, efb7, a19a, sigradi2014_189m6, e6b1, 3a54, 3dee, b273, 8149, c990, 75bc, 1cc0, 6938, fee3, acadia16_44m3, ea5f, 309f, 0b70, 6b24, 5d8b, e355, f493, 6c0e, b458, f17c, 03e0, acadia16_12j2, ecaade2016_087r24, e2b9, 3aa9, 2ac2, bd23, dabb, ced2, 2807, 354a, ac3a, 3311, d8f8, sigradi2016_710kk, 0c75, 0703, ecaade2013r_004g4, acadia15_431j18, 2e70, ecaade2016_065z15, 9246, ecaade2015_241i55, 43c0, 569c, ce04, acadia14_565ae, caadria2016_611o26, d1a2, acadia15_232t9, 93f8, sigradi2013_243t, ecaade2016_102b28, 88ce, c205, 5084, 1b00, a026, ad3c, 9af7, b3df, ecaade2015_333h72, f1cc, be2c, ijac201614102z1, 4a13, sigradi2016_805hh, dae8, sigradi2015_sp_4.388a30, 843d, ecaade2015_180e39, ecaade2014_184e46, ecaade2014_163h40, 7a77, 8112, 454c, sigradi2016_695z, 114d, 4d37, a1dd, a32d, 0ce1, 8c01, 5c4f, 28b5, e9ed, ecaade2016_bkog65, f240, 043a, 08de, 5b7c, ecaade2016_047f13, caadria2015_023w3, f0dd, ecaade2015_33m6, 48a1, 0120, ascaad2016_022y8, 47b4, 715c, 9f59, 215d, 5389, 5566, ecaade2014_239p61, 91d5, 59af, f972, 1243, 37c1, da01, 0c4f, 96ba, 77b1, c34b, acadia14_627h, f453, acadia15_371f16, 6a85, caadria2016_197h9, 99bd, d8e7, 5b05, 8d19, c921, 2557, 36ca, 1474, ecaade2015_144k31, 850d, 2bf9, d857, 3946, feb0, sigradi2013_391, 682f, 1b39, ecaade2014_239j61, 5e3d, dc07, e255, 9e67, sigradi2014_041g3, 275b, 9560, caadria2015_213o32, 08d5, 5948, acadia14_153h, afda, 9a72, ecaade2015_53r9, a60f, 9067, ijac201412203h2, 6f4a, acadia14_565t, 8463, 81d4, ecaade2015_15w1, ef49, 93be, c258, 2a4b, 9ee6, d8bf, 61df, ijac201412304k1, d904, bdf2, ascaad2016_042s16, 423e, caadria2015_004j1, caadria2015_162x24, aa84, bc8b, 2476, 7d3d, fa31, 7a42, 50d7, 32fa, b67d, daeb, sigradi2015_9.347o17, 9f50, f4dc, 82be, 3fa8, 204a, 48c7, abba, 88f3, 0d31, a5d9, 8f8b, sigradi2015_3.268f5, 5f1c, 75b2, 008e, caadria2017_124u33, 12ef, dbf1, eeab, ascaad2014_035s1, ae4c, 2c3a, a312, acadia14projects_517m, c12a, 4274, 811c, e0fe, 4f90, c81e, 0e08, 5c4a, ecaade2014_038p9, b2c8, caadria2015_073r10, 9a49, acadia16_184p12, 197c, 3db6, ecaade2016_095d26, e589, 26d4, df6b, 7ead, df62, 5363, e203, b644, c393, 4937, e381, 89b1, 6514, 1a21, 118f, 36e1, 1336, 5b35, acadia14projects_497x, c39b, 5c3e, acadia16_224b15, dcb8, ijac201513101l1, 36f9, efc6, d68b, 8f35, 3398, f254, ecaade2015_319a70, ef3b, 1eea, 9a68, 6e03, d7e2, 3fde, 49e5, 3c45, 01a0, acadia15_343s14, 7276, 279e, b556, f501, dcfa, 9266, 6aa3, ijac201412303e8, a342, 0364, ea1a, 9ca8, 57be, 80d0, caadria2016_291p12, af1c, 3fd5, 49c3, 321f, f277, 460d, 3f45, ijac201614201g7, sigradi2016_686ss, 8cb2, a340, 96af, 3bef, c62c, 3066, eb3f, 4e94, ecaade2015_38t7, 3883, 5bea, aa12, 0771, 3586, 576e, ecaade2016_243n64, a6fb, 8736, 370e, 9a9b, 3f5a, acadia14_427am, 3213, 11d4, 6e39, ecaade2014_010o1, ff39, 0fb9, 4e12, c195, ecaade2016_225j60, f2aa, caadria2016_013w1, ijac201614405j3, ecaade2016_190o50, be7b, ecaade2015_298i65, e904, 2b29, 4668, 6080, acadia14_655aa, d84e, 9a1c, caadria2017_041j13, 1152, 41c6, ecaade2014_153l36, ce70, 4228, 69b0, 562d, sigradi2016_737ff, 5098, e046, 672a, 2cd3, 09c9, 1913, 3cf7, ecaade2015_140e30, b01d, ijac201614303u2, 350f, 42ab, 14ce, 25d3, 5747, dcb2, f3a0, 191c, aeba, acadia14_365ar, e96d, 7120, 338e, ecaade2014_042n10, 2e21, acadia14projects_487f, 8e7e, ecaade2015_332u71, afab, 04ae, 04a9, 0394, 6a40, caadria2016_395y16, 0b8f, efcc, 69ad, 4962, beda, ascaad2014_004f2, acadia14projects_43ai, 2de0, f329, 0dbe, 850f, 6f2f, f110, 45d1, 08b7, 00b8, 9497, 5cdb, aceb, c242, fb3e, 7ad7, 2d58, ba11, d7f3, bdda, df0b, c024, ed84, acadia16_196b13, 4c05, e66d, 10bb, 503b, 9646, 3923, bae4, 813a, eadf, 69d4, 6479, 5ac2, 7b34, c757, fac3, 5829, f3d7, ijac201412205i4, 1e50, acadia15_274l11, eeff, 81b2, be3b, ec9b, 81c1, 1631, e6e6, 4b27, 03fb, acadia14_671j, 4672, 20a2, caadria2016_549s23, ffe0, f664, 9908, 43ac, ea02, 33d2, 0e57, e992, c07a, f5bf, 5ef0, f7b2, 065d, 7f4a, b6dd, 8777, ecaade2014_195m50, a3c7, 1b6a, 522a, sigradi2014_265u1, caadria2016_229b11, ascaad2014_017t9, d043, 5ed3, f77a, 5c0f, 1c46, 872a, 0cc0, 0de8, b59b, 23ec, 3966, a1b4, d40d, 588b, 9f31, ascaad2016_003y1, 4992, 0b3f, 07df, 4c72, 33b4, ecaade2015_118a24, d7b1, b541, 3975, 0f48, fa61, 1f6a, 404c, cdeb, ef60, ecaade2015_86l17, 6ae4, 9699, 64fe, 89d4, 5505, sigradi2016_710bb, 4105, 77f4, 5e44, a41e, 7626, cc4b, 1ad5, 8cb7, 3124, fd69, ecaade2014_072o17, 0359, 4687, sigradi2014_164j4, 360f, sigradi2016_710aa, sigradi2014_172w4, 307e, e0ad, ascaad2016_048f20, 0055, 740f, 7fcf, 6b1a, dcb9, e97a, 62a2, eed1, 1de7, 3018, ecaade2016_221t56, 1b67, f1d5, ecaade2014_085k20, 384a, a87e, 88b2, 4cad, e7bf, cf05, 8cd2, 7a24, b24a, 6217, 8a6b, 2fd2, caadria2017_123g32, ecaade2015_73b14, 87ff, ijac201412201n1, d6b1, 42d8, 2ae8, 3f89, a74b, 6431, 35c0, 7110, 23f9, ascaad2014_003a2, 6845, dbb6, sigradi2013_212r, 3473, cec0, 5b64, fd96, sigradi2015_3.11c2, 0ca0, dfa0, 6d5d, 5956, 17c4, 874a, 068b, be71, 5d01, 9fb2, 7922, 33f3, ec55, 340f, 4ba4, 3ac1, c44d, sigradi2014_276t2, b069, 570c, 4b87, c6ad, cdb8, cda7, ascaad2016_041i16, ecaade2014_159o39, ecaade2016_046d13, 3cba, 4e77, ecaade2015_229o51, d1b9, 5847, 26cc, aad8, acadia16_78z5, 25f8, 04d5, ijac201412305a2, 0fb8, sigradi2015_8.163d12, 1577, 31a5, 8201, d2eb, ecaade2016_139y38, b155, acadia14_125p, 6071, ecaade2016_067r16, 3d4f, bfac, acadia15_483e21, 52c1, df91, sigradi2016_399a, e1ed, 600c, 95a8, e1cc, f010, f703, 7c78, 3831, 6e6d, 8722, 0fed, 2a82, ecaade2016_225v60, 671d, d1bc, ijac201614204n9, 6228, 2a8b, 1cdd, sigradi2016_470y, 4797, beb0, aafc, sigradi2016_814g, 3157, e4bf, acadia14projects_301f, b3b1, 4af5, 0500, b40f, ecaade2016_ws-masshousec69, 3e7b, fda9, c715, a7ee, d52c, 9ae4, 7d8b, 4cb3, 7f5b, b63d, 81ed, ascaad2016_016s6, 62bf, 9287, da07, 380e, d7bf, 411f, c8d8, b3a3, 386c, caadria2016_601h25, ec5a, 2b27, ijac201412302b7, d16b, ijac201412406o9, 9617, b589, 2be3, 7230, 6f6c, 9c1c, caadria2016_405n17, 4f30, 5c70, a573, 2eb4, 07c9, 6aa2, 435c, 0f92, caadria2017_118w30, d15a, 4a0c, 0313, sigradi2014_282r3, e2c4, ecaade2014_180x44, e3a5, 891a, 3ddf, ijac201412401b4, 47d1, a403, 5312, ecaade2016_164j46, fbe6, ecaade2015_233d53, 3e2f, sigradi2014_282o3, 0056, d6d9, 1081, 300e, 66d7, 92c8, fbed, 35fe, e9e3, 8a5e, ijac201614202m7, a98d, 6738, 444f, 7131, d972, 5873, ijac201412403m6, 93cc, 6d08, 8fde, ad23, d2c7, caadria2015_237s35, acadia14projects_473ah, 4809, cb5f, b318, 7a84, 2643, a8de, b7da, ascaad2014_005h3, cf3d, 63cf, d6d8, sigradi2014_307o5, 5678, 7813, a4b5, 3df9, a335, acadia16_54u3, e8a6, dbb3, 7251, caadria2017_123l32, 3529, ea86, c9ba, 8384, sigradi2015_sp_8.326t30, caadria2015_049g6, c761, aaff, 116a, b4c8, 5fb8, f5de, sigradi2016_615bb, 987f, f0a4, sigradi2016_517o, ecaade2015_27t5, e2be, 8867, dc58, 983e, f51e, fc57, 6472, bb9f, 2e10, 356c, fbd8, acadia14projects_153ak, 1cae, 6b98, 9f96, aca5, ee8c, 37bf, 776e, ee87, ecaade2014_113o26, 519e, 1bb7, ecaade2015_158c33, acadia14_339ao, 3bde, 4947, ecaade2016_bkop65, a2f5, 2251, eae2, 853e, 3f3d, 7e70, d324, 9af8, 9fd8, e501, 5e6e, 9bcc, ijac201513205p8, acc0, sigradi2016_426c, dcea, caadria2015_218z33, sigradi2013_414b, d035, acadia14_579ay, b28c, d95c, sigradi2016_602xx, ab6a, be87, 6101, faa5, 2e6d, 3c75, 7942, a1d1, 4609, ecaade2015_55g10, 20bb, eab3, 57b1, 1357, b489, 1e67, 48de, ijac201513203i7, 3c6f, 68b0, ecaade2015_180m38, 760c, 7454, 2ed0, fbbb, 9b96, ecaade2015_269u59, f5a2, 1879, 282c, 7d09, 416b, 2b07, 3319, 561d, acadia14projects_101am, 24ab, 736b, a2d2, 316f, 05be, 869e, 1a06, c0f6, 2438, 716c, a124, 4f7e, dd89, c663, 57e8, 9706, 5d08, 4e62, 2993, 58c5, e19d, 04df, acadia16_308u18, 8305, ede7, ecaade2016_079s23, f3fa, c792, 3864, 2072, f302, 78c9, 5f42, 6018, ecaade2014_196b51, sigradi2014_345o8, 82da, 2c46, cb73, e4de, ea2a, 8818, de49, f5a8, affc, e0f9, sigradi2016_695m, 7d45, 4be5, bd44, 217c, ecaade2015_278s60, 87be, c28c, 403d, acadia14_111m, 98f2, 4b2c, fd75, fc64, ecaade2015_169f35, 252d, 3b1f, 8f6b, acadia14_479a, acadia14_691ax, ascaad2014_030a9, 7e52, 7354, 9d4e, 5502, 144c, 55d2, 675a, 9c18, e873, 3ca0, caadria2016_259p11, b677, a8c1, 7678, 20d4, 2077, 2e64, 1b29, 0cab, d537, 5df6, f659, a880, 094d, 1994, 1ba9, aa94, 26a8, c43d, 4ff4, 40f9, 45d4, 6604, 63c7, 7090, a0d4, c791, bb31, e7ca, 2983, acadia16_298m18, 1829, 8e13, e9da, ecb1, d83c, 3aa1, a584, ada2, 8fa6, 13de, 883f, f4e2, 2471, 1a74, acadia16_280k17, 30a0, dac4, 6f8b, 8e41, 294b, 96a9, caadria2015_122k19, a3d2, fc43, c2c4, 693b, a1e9, ijac201412201d1, 3109, caadria2015_102a16, 67eb, ea99, 22bc, f6e5, 6b0c, fef9, e6c8, 92dc, ecaade2015_230p52, 4874, 0db8, 0040, fe6f, caadria2016_735p31, 66aa, 12f1, 363c, 88fb, 5b7d, 9463, d134, 185a, b8b1, 6e59, e330, ff15, fe48, 1bd0, d5a3, sigradi2014_284e4, 06a1, 0608, 719a, acadia14projects_539b, 5bbe, 499e, 953e, c917, 8695, caadria2017_124o33, e3a2, 2b36, 8649, 70fc, 5009, 1534, ijac201412402p4, ijac201412402a5, e97e, sigradi2016_621dd, 851e, c9c5, ecaade2015_113u21, bf89, 275c, 0c8f, adc7, 2eb5, bfa4, 2174, 37aa, 8f13, 691c, sigradi2016_407r, acadia15_451d19, sigradi2016_399g, fed2, ecaade2014_042m10, bf57, 43ce, b380, 3bf9, ee14, 0ddf, 6fb1, 6daa, ijac201614401f1, 4582, sigradi2016_673gg, 4886, 3021, 64dd, 0cf7, b957, 9ace, fdf8, 530c, 46d8, 6d85, sigradi2016_792o, 758e, 2c03, b56f, 5e0b, 9938, 7c2c, 5a0c, acadia16_98r7, b6b3, 780a, 79f8, 0ed1, 9991, cf7b, ascaad2016_049u20, 2287, ecaade2015_172b37, 76b2, f17f, aa39, acadia14projects_111o, caadria2017_047i15, d732, 13db, e582, acadia15_469d20, cc7f, f03c, f89a, b500, 0f03, 5be7, 4c3d, 7290, a225, 14d0, b068, 50d6, ecaade2014_214l54, 47f9, 74a0, a6ce, 9188, ecaade2015_55l10, 6675, 6c9e, f536, d346, ecaade2016_217b56, 18bd, d20f, 40d1, bb9b, cae4, 7b81, caadria2015_213u32, acadia14projects_43as, 9aa6, bc3a, ascaad2016_033e13, bab1, d800, 383a, e7e2, 24a8, cd44, caadria2017_113n29, acadia14projects_117h, da89, sigradi2015_3.268k5, 048c, 41b8, 08ab, 0780, 8b66, 85a2, 9029, 3a1e, 5a3b, 1704, acadia16_488w28, ecaade2016_164o46, 0bef, 78ab, caadria2017_086o25, 58c1, 45f6, 2ed8, 431a, 9861, 5510, 5c88, ascaad2016_043k17, d1bb, 8e86, 7ea2, 4f9d, 5822, d4f2, fd4c, a479, 6ee8, 7de8, acadia14projects_189ap, ecaade2014_111v25, efec, 2f0f, sigradi2015_4.219c7, 9424, 0640, 800e, bf4e, 276d, c512, 071e, 57ea, 3cea, 0330, 9054, f756, 512a, 6a2a, ecaade2016_168g48, 2b79, 5d09, e5cf, e73b, 844b, b1bd, ijac201412201k1, 9425, ascaad2016_056h22, 6be6, ef47, 97ba, 8287, 994a, 7b60, de9b, 44e5, 0346, 9873, 2c28, ecaade2015_21e4, ecaade2014_195p50, 394d, ecaade2016_095y25, acadia15_417e18, d943, 0324, 6ec8, ecaade2014_153b37, ijac201614303i2, c2cb, a646, 5622, a3f7, a3db, 2aa1, 26f8, d37a, 7615, dd52, 70ab, 0366, 0c8c, f968, d3ea, sigradi2015_sp_4.275u29, 2a24, ijac201614308w4, caadria2015_048v5, 7c48, 00d8, caadria2017_051e17, ecaade2015_61w11, a6db, 8c17, acadia16_308s18, 74ab, 62fc, d593, ecaade2013r_004d4, cc7b, c037, c166, 0406, 8cd8, bd4c, 806c, 54df, 2bac, dc2e, 7a00, ecaade2016_063j15, c13f, b7e2, b263, aadb, eccc, 497e, c390, fc82, 743e, 777a, 2277, 3a4b, a12b, a54c, 9365, 263b, 7638, b526, d805, acadia14projects_43al, f43e, 8103, 7bc9, sigradi2015_8.289f15, caadria2017_163p40, de8c, b235, b2cd, e17b, 5159, d5ba, 4826, 28c1, bcbb, ecf3, c5fe, ecaade2015_130g26, 2ed6, 7b52, ad87, 595a, caadria2015_137k22, f792, 2ba3, caadria2017_113o29, 3f6d, 2b86, 5494, d252, 46f4, 4717, 0a6a, d75a, sigradi2013_364t, 31f7, ecaade2014_163i40, caadria2016_851w35, 162d, ee63, ecaade2016_036k9, be1a, 7a22, 6bf9, a967, acadia14_291c, sigradi2015_13.316a29, e2a8, 2886, 0944, f9ce, a70e, 1b44, d7bb, ac19, e84c, 263d, eea8, 8910, b4ee, 0187, ijac201412408p1, caadria2015_065b8, 0a55, acadia14_565w, 0851, 65b5, 5223, 3b41, 3d6f, 6833, 584c, 8c36, dfa1, 664a, sigradi2015_11.166f26, f5c0, 7a05, 7fb7, 8a15, ecaade2016_104v28, d0dd, sigradi2013_30b, ba10, 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5601, caadria2017_185r44, bc9a, acadia14projects_291az, ecaade2016_222l57, faa6, b1cd, 376a, 3474, f9d3, b74c, 815e, f884, caadria2016_095p4, 8e8e, a250, 5cc8, 96dd, f95b, ecaade2014_226c59, ac86, 3e93, ab3d, ijac201513305p12, 3293, e28f, 4c59, e324, sigradi2016_560q, 5e12, a9bd, sigradi2016_364pp, acadia15_357k15, 39e0, ecaade2014_011c2, e847, 642e, 1d91, 5db5, b03d, b3c7, 1ba4, 4a25, 5d64, caadria2016_147j6, a4c2, 2a89, 1717, ecaade2014_195u50, ce51, sigradi2016_356f, 367f, 0613, acadia14_609ap, 3aaf, 7701, a8f4, acadia14_347ar, a0b6, b710, ijac201412204g3, ddf4, f73a, b765, 3bac, ecaade2015_11e1, 7cd2, c3b3, 1ce5, caadria2015_023z3, fa1c, 050b, 5c1e, 432e, 1755, 7357, f2d0, bb2b, 5dcf, 14df, sigradi2016_595dd, 3a62, ecaade2014_035a9, e62d, 8be0, 5310, 4783, 0b7b, d564, acadia14projects_473ap, ecaade2015_59x10, 5282, ac08, 7032, f71d, ec96, 5ce6, e691, 4b81, d49d, 802f, aaac, 3f6c, cb6c, 7214, 46ad, 8858, ijac201513206y8, f25f, 4c40, 1b2c, ecaade2014_149l34, 5dcb, 8f9e, 0f4e, 5d90, 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4a74, ecaade2014_240i62, 954f, cc40, acadia16_344f21, ce24, 8adb, e5fb, ecaade2014_232z59, e3fb, ecaade2015_273k60, 3fe6, 23a9, 6a32, dfc4, 87f9, 42ee, 24a7, 8557, sigradi2016_448gg, 5935, cd13, 1f83, f07c, 6c2b, 3a2b, 35fc, d0f3, e74f, b31f, fbe1, e10a, e374, ecaade2015_110g21, 9c79, c783, 1bf6, 0e01, ijac201412201p1, c6f0, ecaade2014_024v7, a6d4, acadia14_445ah, 89ed, 8c6d, 2b39, 0e87, cbb8, 12ff, acadia15_57p1, 7f92, e25a, sigradi2016_737y, 5586, df4a, 8137, 6cd3, dcce, sigradi2015_13.181t28, 3263, f2c6, 1184, 0c24, af69, ae71, c567, d1e9, abc6, acadia14projects_219c, 25ca, a79f, 752e, acadia14_661k, 424a, ecaade2016_104s28, acadia14projects_609au, e34e, 9022, 39d8, ba66, 3ef3, 2ed5, 6745, 5994, cbce, sigradi2015_10.307e21, 8207, 69a3, sigradi2014_186b6, ascaad2014_021x3, ascaad2016_001f1, 7947, 3f0a, sigradi2015_10.309n22, ijac201513205l8, 2600, fc4b, 5f66, caadria2016_105x4, 47b9, 0aed, ijac201412405r8, ecaade2016_222n57, 5604, 2def, 7a14, 7d84, 6ca5, d31e, 322e, 33e4, 4f85, 0c5b, 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821b, dc44, ecaade2016_203f53, b7a7, 0669, ecaade2014_024j7, cbb5, c43c, 177a, 0f9e, sigradi2016_407n, acadia14_247x, 30ab, 8395, ecaade2014_153z36, acadia14_531t, 7472, d8f2, b248, a44d, ebee, 3988, 9bf7, 0ecc, 85c4, 8774, ecaade2015_325w70, 1189, 076d, 98fc, ddb2, 873a, f02b, ab2e, 06c7, 37df, e5fa, acadia14projects_375f, b749, caadria2017_031k11, 75ec, 2323, ddab, b65e, acadia15_185k7, b9cc, bce3, 2c59, d483, 23b3, a949, 3965, a7f9, 664d, ac76, e983, sigradi2014_048v4, f376, e0f1, 2710, 2027, 0feb, acadia14projects_661a, 43f6, dee8, ijac201412205c4, d25c, 6ebc, a5d0, 9a2f, c6e2, eb15, 34fa, 28a3, 9d27, 3b5f, a1eb, 4aba, ecaade2015_82a16, e43f, 6f74, c25c, e3ec, 10fd, 9cc7, 2562, acadia14projects_555j, eeec, 3378, f4f2, edb6, 16c4, d7a0, 5c0c, 28f4, 8f6a, 16f7, b2b5, a4d5, c1df, 6ff9, f167, 23e1, 83c9, cf0c, b5e3, 1484, 8862, fbdb, d6eb, d255, a62e, 4fd4, b7ad, 2ef3, 7200, b596, 5139, ffa1, ecaade2016_166l47, cccd, 4b89, 7b71, b777, acadia16_130j9, sigradi2014_032g2, e8a8, 9ed2, 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acadia16_106w7, sigradi2013_183b, ecaade2014_215f55, 2b1e, 13c2, 8225, 93fc, bc6d, 9207, ecaade2016_162l44, 0f93, 74fd, db63, 2058, d48b, 9def, sigradi2014_339z7, b2ec, 10c0, 0ebf, 4ec9, 0e39, 264b, ab2b, acadia15_57t1, 695a, 4f20, 4272, b8e3, 0658, 9b13, 453a, 2531, 1e72, dcec, 4499, 7c0f, 03d1, ffd4, 2fdd, 6d70, f908, 090f, e42d, 5ec9, 8f1a, 06fd, c758, 0b60, d3fe, 78bf, ce75, 91ee, a120, 8fbb, caadria2016_187a9, bc27, 7b12, 3960, ijac201614208d13, 7d9a, 07f0, 8589, 69c8, aa17, 83e2, 0b03, 6895, ecaade2016_071k19, fc91, b8e7, b8c9, 9625, ascaad2014_017w9, a387, ef5b, 9730, ecf9, 5ed2, 5b36, e451, 5a69, 0ec5, 9526, sigradi2016_488u, 0bfa, eec3, ijac201412404w7, 5ef6, 24f3, f392, ascaad2016_038c15, 8001, 01b7, 7b91, 9997, ad1e, 47e5, sigradi2014_347k10, 9313, c388, 533d, 2d02, e349, caadria2016_829h35, 7656, 2123, af94, 2433, f695, aa64, 12e4, 7f2e, 8f9f, 8e66, 6c93, 5055, ecaade2016_067e17, 89a6, 3f00, 48b8, d67a, 28be, sigradi2014_015a1, ecaade2015_114e22, 6e69, 5634, 717c, f020, 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