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 Novak, Marcos J.
year 1988
title Computational Composition in Architecture
source Computing in Design Education [ACADIA Conference Proceedings] Ann Arbor (Michigan / USA) 28-30 October 1988, pp. 5-30
summary The impact of computers on architectural design, manifested through the creation of architectural designs that equal or surpass in quality and sophistication architecture generated using traditional means, has yet to be demonstrated. Computer-aided design is conspicuously absent from theoretical discussions of architectural design per se, and there exist no major built or published buildings that have been designed using the computer in a true design capacity. Most prominent architects continue to ignore computer-aided design. This paper argues that the issues of architectural theory and composition must be addressed directly by the computer-aided design field, and that until this occurs computer-aided architectural design will necessarily be peripheral to architecture because it does not address the central problems of architecture as an expressive medium. To this end, it proposes a shift to the paradigm of computational composition, and discusses recent work in this direction.

The paper is divided into four parts. Part I identifies fundamental theoretical problems, contrasts the application of computation to architecture and to music, and draws upon several different areas for insight into the nature of making; Part II reviews particular architectural implications of these considerations, introduces the concept of computational composition in architecture, and presents a brief overview of important precedents; Part III proposes new goals for computer-aided architectural design and presents a framework for computational composition; finally, Part IV presents recent work directly related to the ideas presented in the previous parts and leads to the Conclusion. The appendices contain a pseudo-Prolog expression of Alvar Aalto's architectural language and notes on features of the PADL-2 solid modeler that are architecturally interesting.

series ACADIA
email marcos@centrifuge.org
full text file.pdf (3,727,092 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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caadria2015_188z27, 98e4, cf3a, 8b19, 2707, ecaade2015_248j56, e22b, acadia14_463e, ebaf, 063b, f11c, 32db, f321, 75fb, 1ec0, 790c, b67a, acadia14_145r, a2f4, df20, 7971, 1b9f, 7ab6, sigradi2015_9.152s16, 1acd, 0eb9, 9fed, f11d, ecaade2014_132g29, 127c, 5ac1, 8f32, 0768, c1d3, 59a3, ad7c, c471, 11d2, 5762, 4c5c, f54d, 1cde, 37d8, 058b, ijac201614403e2, 81e9, 3098, b46b, ecaade2015_271a60, 9c0d, 7fe0, 47d6, ascaad2016_054t21, 35f6, aff1, acadia16_62c4, c78c, 351d, 12e4, 6111, 5058, 8122, cea4, 60b1, 007f, b797, caadria2017_023d9, 0952, 1b99, f962, acadia14_281x, ecaade2016_015x3, ba6c, ijac201412302t7, 43af, sigradi2015_sp_12.402u31, b166, 2a11, caadria2017_136n36, c147, b9e8, 9f04, 814e, ascaad2016_004u2, 7a07, dd00, e9d9, 2dc1, sigradi2014_307o5, 8cc0, ecaade2014_049z11, 44af, 3a87, ee2d, aeaf, 3fd8, ecaade2016_tkog67, f92b, 439d, 1611, 659e, 8838, 79c1, c08a, 59b8, ecaade2014_021u5, 7d00, acadia15_443a19, 9c2b, b8b4, 11bf, ijac201412402a5, ac16, ecaade2016_040s10, caadria2017_003z1, 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5d22, 8f99, cd39, 64dd, 771a, a05d, 392c, ca0b, sigradi2015_4.219l7, f287, f7b7, ecaade2015_177y37, 0c8d, 885f, 3892, acadia14projects_117av, e45a, 67d1, ee4e, acadia14projects_145aa, 60a0, 7dfc, ascaad2016_048d20, 0b94, e99e, 2133, acadia16_140y9, 0500, f99c, 9f2a, ae33, 8687, 3975, ecaade2016_067r16, 85d3, 4426, sigradi2015_10.140g19, 1ac6, 2a5f, e56c, 2ce7, 63d1, 31dd, 6858, 4012, 7381, f27b, 0aec, 7eec, dce8, 0460, 00d5, b83a, ecaade2014_024t7, ecaade2015_73a14, 1472, sigradi2013_390v, sigradi2016_484n, 11e4, 796e, c931, a000, 4c44, f8ca, caadria2017_048h16, f14d, f854, acadia16_12f2, fa13, d108, ecaade2014_112d26, caadria2015_031n4, c5a6, 56b5, a298, 4271, 94cb, 5b44, 29b4, e50d, d469, 94fb, 1478, a5e9, d25a, 45ad, ecaade2015_138k28, 3865, 0691, ijac201412307j3, caadria2017_023y8, f44c, caadria2016_641p27, b8a2, 307c, 14cd, 0def, ca88, sigradi2016_642kk, 2399, 084a, caadria2017_174v42, c9ad, e41d, 7c24, 8c57, ecaade2014_168l41, 2dc2, 46a2, 306c, 35e6, 6e34, 6508, dd7f, a173, f7d5, 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6da9, 989c, 623d, 0640, fdd0, 36d7, 84e5, 6409, 3669, e3e6, d8c0, e7fe, 28f4, fcb9, 487c, caadria2017_030b11, c92b, b11d, fe0a, ebe4, caadria2017_132m35, ecaade2015_138j27, 1ba1, 922f, 6e7e, 463a, 1863, ecaade2015_122g24, acadia15_333a14, sigradi2014_313e6, b128, 07cf, 1bd0, e224, 1dd7, 7e33, f0e0, 86ef, 0438, 62ea, 1df2, d239, 1453, 6523, 81fa, 19ef, 1ea9, 2cea, 7889, d35c, 02ad, b7a7, 9809, e2fa, e309, 75f9, 10b0, d6ce, 256b, ijac201412205d4, 1bef, 7dbe, f93b, 2d08, 622d, ijac201614407b5, 0568, 303c, 5822, ecaade2014_140u31, ascaad2016_004j2, ecaade2015_64p13, sigradi2014_075a7, caadria2016_767u32, b1f8, caadria2015_208p30, fc19, acadia14_247r, 73bc, 1740, 72f9, 8f25, ecaade2014_163y39, 529e, ca5f, acadia14_409l, d9e0, 9c93, 113e, 8df3, d3af, 298d, e117, 8759, ijac201513305e12, a720, 8c37, 155f, ecaade2014_184l46, 9ef0, 45ba, ecaade2015_64g13, ascaad2016_014g6, d0f7, ecaade2015_229r51, 6076, bbc9, a441, caadria2015_032u4, sigradi2015_9.152u16, f0b9, d098, ecaade2014_057c14, c887, 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2763, eb2f, 363b, f31d, sigradi2015_3.190n3, 91c0, 6f3e, 07cb, acadia15_203m8, sigradi2013_155k, c559, 0f7c, ab1b, d89d, 34b7, 4e2c, 9f0d, 3b60, f03b, d4a3, ecaade2014_180y44, 4ff0, 010f, 9dbd, f3e8, ecaade2015_202s44, 7de8, ecaade2014_215d55, 269d, 2bba, sigradi2015_8.186i13, 0e9c, 4ddd, 2b10, 3841, caadria2016_713w30, cf77, ecaade2013r_001k1, 38b4, 9dbe, d4dc, 9042, caadria2016_683z29, 47fc, 1d61, 8b33, ee8e, acadia14_311v, 6fe6, 9ac4, edaa, b794, 0499, 3eec, 6258, 79ad, f0bd, 536b, dde5, aab7, a760, 630a, 9fd4, 3bb7, 0d66, d26c, 9725, acf4, 7a0e, sigradi2014_155w3, 2ed5, acadia14projects_135z, b025, 558a, cd5a, 9913, ffbd, 1864, b5cf, ea23, e22a, dcd2, 5f88, a54c, dd54, 40e6, 4324, caadria2015_139s22, 42cc, 8e37, ac29, 85ad, ecaade2015_206v45, adb2, 0dca, 1cf5, d3ad, aaa0, sigradi2013_212p, acadia14_655ag, ecaade2014_044c11, cb40, sigradi2016_673dd, caadria2017_129x34, sigradi2015_3.43j2, 869a, 3b45, 7593, 7bab, 459e, 7e59, a663, d2fd, 7d01, f5ff, 470f, a78c, c636, a500, 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sigradi2013_43t, eb7e, 83d9, sigradi2013_131, d587, be84, 9c66, 02a8, 42a3, 91be, 8106, sigradi2015_8.47i11, ecaade2014_206m53, 5ec4, 11f7, 0822, a8f5, 5da1, 6f97, d1dc, 271f, 8318, 611c, ijac201412407u9, 45fd, a8ba, 2f80, 1f51, be22, dd6a, 323b, 6f96, 8d87, caadria2017_135d36, 0f8b, c80e, 1216, 4c1d, d3d0, a16b, ijac201412205y3, 6f86, caadria2016_013y1, ac8c, efc2, 9e81, 04e4, bce2, 12e9, 74fa, 40fe, 577b, 0a39, acadia16_352g22, 2834, caadria2015_124d20, 7886, ecaade2016_191h51, ecaade2014_224b57, c784, a901, bbef, 0d2b, ascaad2016_004l2, ced1, 75e2, sigradi2015_6.327r8, ecaade2016_222x57, sigradi2013_244h, 98d4, b452, e5ae, 118e, ecaade2014_113r26, d3b1, befe, acadia16_154g11, 4839, e48c, 703d, b4bf, 7b0f, sigradi2016_558p, caadria2015_004k1, ecaade2014_070k16, bc01, ijac201614405j3, 4000, f42b, ecaade2014_180o45, e900, 7f39, 1d3f, d59c, caadria2015_213r32, d766, 77b6, 11b3, 99fd, ea9d, 6d57, 5ba5, 1494, 1164, 8d65, b1ea, d021, e248, 62c2, 1584, f8b3, ae1a, 2a4f, 8724, a0c7, d4ae, 62e4, 6782, ecaade2014_176f44, 85d4, ascaad2014_032n9, acadia14projects_71z, 6432, 1d73, ecaade2014_163j40, 23fa, 086f, 4580, cc88, 134d, ijac201412402x4, a3a9, sigradi2015_11.8j23, acadia14_389aw, a8fb, 5cf3, 3b1b, f439, ae20, 0c34, ecaade2015_215l47, 5f1d, 3a09, ecaade2016_234z62, cc35, caadria2015_087j14, ecaade2014_010o1, a4df, c4ae, 4e10, 10c7, 1bd7, 07f6, 035e, 75d8, 1ecc, ijac201513205h8, b963, 4bb2, fbba, c3dd, ecaade2016_037x9, 6aa6, c770, 97c4, 1813, 41cb, ab79, 07e6, bd77, a645, ecaade2014_149d34, caadria2015_087e14, 9dc5, 0156, f801, 919d, 0865, 729d, 2689, 969e, 68e5, 8815, 3ec9, sigradi2013_425u, 4a24, ecaade2016_058w14, 495d, e0ee, 2bc6, ascaad2016_042y16, 99db, ba14, 3392, 7bd8, sigradi2016_450rr, acadia16_164u11, bd4a, 79af, 909c, 34f3, 8924, f0fd, sigradi2016_467p, 1302, 49d3, 26dd, ecaade2016_213k54, 3633, 47b0, ijac201614104e4, 196e, 6317, 413d, 00ae, 7c59, 5e5e, 7c48, 272b, a4bc, 42c5, 3c5f, 24d8, 78bb, a68a, eb02, f1e4, 5a8d, cf07, d46f, ascaad2016_059l23, 57d3, 8397, sigradi2015_8.289a15, 7c4d, 1bbb, sigradi2013_98, ecaade2016_223e58, f2ac, 1587, 5ac6, 9290, f826, 26ca, 6dd7, 6dd6, 1483, 5f9d, 35c4, fca6, d20c, 3dd4, 748a, 2127, 6950, 3d84, acadia16_224o14, ba18, 42da, 3227, 304d, ecaade2015_138z28, a59e, 08c6, 3ddf, c661, f631, acadia16_280b18, ecaade2016_191y50, 52a6, ecaade2016_210y53, a4d1, 1e6d, 67c8, ca81, ijac201614102a2, e1bf, 7842, e485, 5240, 99fe, f109, 3f22, 7ff5, 0523, caadria2015_119e19, d6f3, f04a, 8393, caadria2016_579o24, 1adb, a7bb, ab4e, ecaade2015_180c39, a6c3, acadia14projects_565ad, acadia16_260n16, 0c1d, e1b6, 7e97, 142f, d29c, de34, 86b6, ecaade2016_191k51, cfad, 90d0, ijac201412303b9, d01e, 262a, abd0, ecaade2015_86o17, 7e43, 0064, 8fad, c495, 0785, c097, ecaade2016_215z54, 51eb, de0a, b5ef, ecaade2014_138o30, 76a8, 003b, 8f02, sigradi2013_62, 4cf2, 2645, d427, 072c, 19d0, dfed, 507e, caadria2017_048w15, f987, 83c3, dcbf, 0d0f, bb56, 06c4, 42b2, 8bec, acadia15_443x18, 1588, ecaade2014_176o44, bb4d, ecaade2016_015y3, ecaade2015_86m17, acadia14_291f, 4b8c, f6de, b313, d6ae, 0ed0, 5d09, a595, a03d, c088, ecaade2015_301y65, 1a20, caadria2016_435k18, aeb2, 1665, ecaade2014_055a14, 073d, 0b29, 0551, 8fd1, ecaade2014_233d60, 23f7, fd6d, 3b17, 460c, 9101, a143, 7315, c04d, ijac201513203e7, 98c5, d033, acadia14projects_479x, 65d2, 8e4f, 9a8a, 9663, 9f46, dd86, c6cb, ce4b, 5d70, d450, c861, a853, 33ac, caadria2015_130g22, e638, 0bdc, 2b01, 310e, 3139, 8f83, b96d, ascaad2014_017k1, 9654, baff, 1278, 7445, 1e7a, b9e3, 0740, acadia14_135u, d2aa, acadia14projects_229h, d372, acadia14_189am, ee40, 7fa0, acadia16_470b27, b158, 2c77, acadia14_257ac, fbbb, 875f, ijac201412204n3, d540, 1cb7, 30a7, 7181, 7d10, 183a, ac37, 250f, 8feb, 2608, 565a, db3a, ecaade2014_204u52, 0075, 19b0, 0139, 7e4d, ecaade2016_225e61, 289d, 521e, 1d83, 797a, caadria2015_124f20, 95bf, acadia14_463i, f2c2, caadria2017_063w20, 094b, 692d, 94d5, ecaade2016_163f46, e81d, e615, 4cab, 412b, b5e0, 6a3d, a83e, ecaade2016_140z39, 4a6b, 73af, d23c, a1f1, 55c8, 295e, 71f8, 592d, caadria2017_190w45, acadia14_63am, f763, b41b, e811, acadia14_219c, 9c1a, 98ea, sigradi2014_074t6, c345, 858a, deff, ecaade2016_230o62, ijac201614208f13, acadia14_463l, 3f1d, d8e1, cc77, acadia14projects_81n, 0fb9, sigradi2013_400s, 1ed3, 23ea, 81b4, sigradi2016_400k, 72ad, b3e3, ijac201614204x9, acadia15_333x13, sigradi2015_8.189r13, ecaade2014_196c51, 40ac, 586b, 7c83, 4e86, 6c11, 2b7a, sigradi2014_128z9, 8749, f74d, 67f5, 58b5, c5f0, b6f3, 81b3, 5ee1, acadia14projects_167x, caadria2015_073n10, 3dea, ijac201614202v7, a378, caadria2015_033d5, b802, d8a9, sigradi2016_809uu, c355, 4003, 532c, 299b, acadia14projects_43ad, 070f, 5797, ijac201614102c3, ab49, 8bc8, ijac201513104t3, 0f20, 86ec, d38b, db8f, 2e8f, ff23, d939, ecaade2014_198m51, aab0, be4d, fc27, 5412, 3fb5, 4ad1, sigradi2013_401g, 51c8, 0dee, 8939, 7077, 4a6c, ijac201614204t9, cbe6, 65c3, a019, a925, ijac201513304c12, d92f, a0be, 0e09, 3963, ascaad2014_030v8, e8e0, d6b7, 62a9, 3ebf, 826e, 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sigradi2016_399f, ed4c, 9ac8, 3738, 6d6d, 41cf, b9ad, f990, be6c, e70d, caadria2017_016o6, b989, f270, b3ac, a42e, 235f, 44a8, 9eaf, 3b75, d025, ecaade2016_216a55, acadia14projects_699g, 8ff7, cf10, ecaade2014_127j28, e6b2, 7bad, 9188, 3e37, 02c4, d63e, 4c2a, 69ed, d6c9, sigradi2016_400i, b2fe, acadia14_671u, a604, ijac201513201h5, 3718, acadia14_63at, caadria2017_009s4, f966, 859a, 108c, 3898, 96e5, acadia14_339as, fa91, ijac201412301c6, 9546, 2e5d, e61b, cfbb, 2979, 7d8f, c7b1, fdcf, a051, 3367, c657, df61, 193a, 65b2, caadria2016_229o10, 0b6c, d8fd, 1259, 0049, a37e, 03a7, 3dad, e987, 0fda, 31b6, ecaade2016_223i59, d1bc, e4ff, 0449, caadria2015_111f17, caadria2015_004h1, ecaade2016_163j45, 76be, 7114, 2412, sigradi2014_329a7, ecaade2015_230e52, ecaade2014_180h45, bd48, 290c, 691e, 67ec, 2de5, be4e, b81f, e203, 0317, acc6, b923, 48c7, 80b6, 367d, aba6, 2370, 8b6d, d592, 9e83, 30b0, f69a, 7573, ijac201614303s2, 3ff9, ccde, ed57, 7af4, 807f, 8e13, 2bdf, a96c, caadria2016_105c5, c60d, 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sigradi2015_sp_10.179i31, dac6, 4de8, sigradi2015_sp_8.326u30, df44, 251b, b8a1, 463d, ecaade2013r_006s4, 89ec, 386d, 61d9, caadria2017_104y27, acadia16_140r10, ijac201412306e3, 035c, 5a86, 3248, 1c6e, e757, 4fb5, b6f0, ascaad2014_029r8, 9564, 43c7, 3da5, 9e08, 7807, 48a4, c8bb, c265, cc6d, ijac201412408l2, f852, 1996, ecaade2015_170z35, 3259, 5e77, 930c, 3b46, bfa9, d98b, ascaad2016_017z6, 450d, 36d1, ea06, 9d89, 6bc4, 907a, bc52, 3414, f0fc, 4a0d, 0eab, c8f8, 5596, 1809, ascaad2014_026t6, f2f3, acadia16_260f16, c3cf, 5c03, 2bc8, eea4, 4059, e49c, dbba, 6c1d, sigradi2013_407a, 360e, dffc, acadia16_214g14, ecaade2014_224f57, f65f, acadia14_565j, 4760, 7829, sigradi2015_10.140n19, 87ba, caadria2017_183n44, acadia14projects_549o, b9bf, 8593, 106c, 2f7c, 3e4f, 937f, 0584, 8082, e72f, b626, sigradi2015_11.71f24, 6ffe, f770, e388, 41ce, 2032, ecaade2014_186x46, 56f7, 5607, ec1d, c7e0, 6aa2, ba86, 8646, dba6, bd86, acadia14projects_75e, d533, 6719, 5673, c429, 5edc, 52ce, cdc1, 7e2a, c027, 5d01, 2bf3, 0d7b, ijac201614101j1, 4d46, b901, 59a0, sigradi2013_131f, 1141, 0ee7, c332, ascaad2014_014p7, a81a, 8585, acadia14projects_135j, 78d6, 2d01, 6019, ccbd, caadria2015_090s14, ecaade2014_029z7, ca7a, fd4e, c819, 1313, 6a89, 704a, ecaade2014_140y31, 2d95, 73a8, e3ef, 6ec8, 51ab, 144b, sigradi2015_3.268m5, d683, 353e, 1589, 7c75, 7cce, bd3d, 334d, ijac201513105y4, fbdb, a3c9, d856, 78fa, 4df2, 8a35, 03ea, c8ee, ecaade2015_114f22, ebf8, da8c, c6d2, 0d5e, e972, 2bfe, f23e, fc62, caadria2017_124h33, 017c, 85db, 219c, 47c0, 9a6c, sigradi2016_764d, d777, 0dbf, sigradi2016_792e, ascaad2016_023a10, 2fdf, 1f9c, a8a0, df4d, c0f2, 5ed6, 0be9, 61d4, 3edc, 6b75, be39, 8289, 0dc6, f26e, ecaade2016_175k49, d7c6, 6ed3, caadria2017_027o9, ecaade2016_110j30, acadia16_88i6, af66, cc45, 9715, 49c4, bb17, caadria2017_175e43, 79a6, 14b6, ijac201513301x9, 44a6, 9a2b, 7bc7, c802, b898, caadria2015_157u24, c074, f2dc, 92dc, 4b41, 9216, 6a5b, ecaade2016_123b34, de04, 28d7, sigradi2016_637t, dd7a, 0179, f023, 9828, ecaade2016_027e8, 6be6, e9c5, 23fe, 9467, b58b, af7e, acc8, 97a9, 07ca, daed, 415e, faab, e2ac, 4602, c415, ec96, e1f4, ecaade2014_072x17, 9d6b, b3c1, 914f, acadia14projects_435af, efea, ce65, caadria2015_176r26, caadria2016_549m23, bad2, 6abd, ascaad2016_035u13, 6436, ijac201412403e7, 8ad5, d07d, 013c, ecaade2016_ws-afuturem67, 0bf5, 021e, bccb, acadia16_88a7, 06b2, sigradi2016_773x, b7f6, d123, 7804, 99d6, cbc3, 1677, sigradi2015_8.41r10, 3e36, f994, 73d5, efd4, 54fd, ecaade2016_123h34, 1e80, acadia14_453k, 696a, d9d0, 0097, 99aa, 0b69, 5661, 1d38, sigradi2015_10.309s21, ecaade2016_241e64, c25f, 3c2f, sigradi2016_815u, 3f97, ca26, f43e, acadia14_339ab, 557a, 1be2, 1a08, caadria2017_005o3, 810c, 528a, 0c6b, 1563, 5f02, fd86, 3e64, ee81, fdae, dd49, a957, 80a6, fcb7, ed03, f8eb, caadria2015_064l7, bda0, caadria2017_113z29, fdf0, sigradi2015_11.166b26, ijac201513205j8, 11ef, 7dc3, 4c5d, b6b3, 24e2, sigradi2016_686zz, 9549, 5de9, 4a95, 9e66, 7b19, ecaade2016_208o53, ecaade2016_102e28, 809d, 45d6, 6b3f, 5220, 7d8a, 95b4, sigradi2013_313r, e1e2, c238, 8046, c99b, 7510, be08, sigradi2016_756b, 2ab2, 8c60, df4e, c176, 6b76, 2103, 2279, e2e2, 04d1, 483f, 89ab, d696, ijac201513206t8, 740d, caadria2015_164a25, ecaade2014_113s26, 9d67, 7ed6, sigradi2015_sp_12.402z31, 3cbc, 05db, 3527, aa89, 11d8, 7d3d, e954, d153, acadia14_125ae, caadria2015_122n19, 99b4, ecaade2015_116o23, 2846, sigradi2014_213s7, 1aba, caadria2016_549p23, 90c2, a71f, 5858, 17aa, 84a1, ac13, 6e7f, 388e, sigradi2014_172x4, 3364, sigradi2013_54p, 5681, a076, bd15, 1d4d, ceb4, 1f59, acadia14projects_117a, e4b9, 7ba0, c689, f7d1, ascaad2016_038s14, f7f2, edeb, 70a4, d74c, b55e, sigradi2013_359g, ascaad2014_014h8, ecaade2014_038s9, 2ca9, ea42, bc03, 79de, 80b1, 0d8e, 0ddc, 84a7, c95d, 6254, 1cb3, ecaade2015_18c3, 9350, 2077, 3bab, 4c32, ecaade2015_79g15, 30d9, 0491, 5028, acadia15_451t19, 9e33, 1ca2, 10a7, ebcc, 33e4, 24a5, 0a2c, 93e9, b6f1, 8188, caadria2017_063c21, 2b32, d292, 60fa, 56eb, 0d2a, b95b, 4e89, 1607, 05f8, ecaa, 1d7e, 0ed6, ijac201412403p5, 7d17, 8f0a, db3f, abee, e6f1, a74b, d31b, acadia15_284s11, 63c0, ascaad2016_041k16, caadria2016_851g36, ecaade2015_215n47, sigradi2013_222j, acadia14projects_267j, 1b23, e8a5, b222, a1d0, acadia14projects_101at, 5966, c649, 30b1, 3996, ecaade2014_153r36, 6440, acadia14_317s, acadia15_185m7, 58e7, 2750, ec61, 954d, ed9a, e903, 9de0, ecaade2013r_011c7, acadia14_579l, 9a98, 2139, eacb, b4b0, 2edf, 7beb, 43d7, acadia16_224p14, e313, 9f1d, caadria2015_137o22, 9bb6, 3b06, acadia15_343l14, 7e1e, 000e, 1a63, d468, ascaad2014_008m4, ad9b, acadia14_365af, 1be7, 2922, db7c, 15be, 5bc1, 161c, 830a, 203e, b017, acadia14_301d, 2075, c7f2, 1774, baea, bd4c, 8a6a, acadia14_145n, d3df, e59e, 7f8a, 2ee1, 5142, 6a37, 838c, 9133, 469a, 97e5, ascaad2016_014l6, 79e6, c1d0, 5282, 5261, fae4, 9754, bb78, 77af, 4bf2, 3fc2, 3f3d, b3af, 6afd, acadia15_297b12, 9641, cbba, 9ab0, 9d22, caadria2017_132l35, 300e, cd33, f233, 6c21, 2725, 2d5c, acadia14projects_601ae, 4a01, 8550, 7b7e, 8f4a, ecaade2016_113v30, c536, 8669, 2c3e, 81cb, e320, 9ec9, 6fcc, ijac201513203s6, f9c7, b210, 3d44, acadia14_43ar, f904, 67fa, f170, 1eb7, 7e0b, sigradi2014_265x1, f348, 7767, caadria2015_208k31, 0eef, b7ac, 6c58, e634, ascaad2016_010c5, 21dc, acadia15_223k9, ecaade2014_224h57, 382f, 1068, 93d3, 7f24, 8bae, 7fbf, 9b2e, ecaade2016_071x19, 0424, 65d3, f100, fa9e, a9ce, acadia14projects_81o, ascaad2016_056g22, fa57, 823b, 5b65, 8cdb, sigradi2015_8.289b15, bfc9, acadia14_23av, 7656, 3927, 5ad7, 339e, ebd2, b810, b012, 7aeb, ac94, caadria2016_167g7, caadria2016_209v9, 9f4c, 6a27, 1005, eafe, e79a, 0efc, fcf5, 8d1c, 3613, 25e9, ijac201513303h11, 1f88, bdd6, 9cf3, ecaade2015_143o30, ecaade2016_062c15, 71bd, 9590, 56d3, 55d9, 15de, caadria2017_124e33, acadia14projects_479ar, 4c55, ecaade2015_61a12, edfe, ecaade2015_122l24, ce3a, 4966, 2417, da26, d789, fe83, 78b4, sigradi2016_732o, a41e, acadia14projects_463ay, sigradi2013_77i, ijac201614103p3, f27d, 5dbb, 4edf, 920e, 2a08, 7705, e4ee, 20ed, f462, sigradi2014_305k5, ecaade2016_158e43, 43d3, ecaade2016_237b63, 2d83, 30bf, 4668, ecaade2015_273d60, acadia14_719l, c1f3, 069a, 2403, acadia15_185u7, acadia15_185x6, bfc5, 3769, a8b0, e06e, 54f6, 3eb3, 91c5, acadia15_263d11, 4e5c, caadria2017_004m2, 30e8, c3f0, ecaade2016_165u46, sigradi2015_11.166a26, 0e2d, acadia15_357v15, 2958, c996, b6e7, 5613, e365, eca7, acadia14_101v, c358, cda2, cd0d, caadria2017_113m29, 657a, c3c8, c0e9, fc45, b037, dbaa, bbdc, c68f, 602d, ecaade2016_108v29, 4bcf, ff39, cbe7, fc99, 59f9, a716, ecaade2014_052h12, 52f6, 7831, 14eb, 123c, f5d5, d8bd, 1194, caadria2017_080i24, 439c, 2fb3, ecaade2016_074s21, de54, acadia14_365ad, d81d, 3e81, 0812, cfd7, ecaade2013r_003m2, 3027, 9c64, 3e78, 2218, ed00, 12d5, ecaade2016_127a35, b9af, caadria2017_132n35, acadia15_95j3, cb8f, 11f8, c032, 5518, 6279, f18c, dadb, 7a53, f526, 3337, ecaade2016_243x64, 57e7, e445, 1987, sigradi2013_271n, bbca, acadia16_54x3, c058, 46f2, 4ebc, b6be, 8229, 0d3f, 790b, c356, e131, ijac201513206y8, ecaade2015_297y64, 72f2, 082a, 3de6, 73ba, b1e3, 8066, 158f, sigradi2013_158a, 81cd, 9376, 30ca, 7891, 7870, 872a, 3fbc, d1ee, 527e, 64a9, sigradi2015_6.151c8, 14e4, ecaade2016_139w38, 3db0, babd, ba0f, c821, 266f, 21da, 7894, a318, ijac201412402b5, 7a2f, 4404, 8354, 7769, caadria2017_174r42, 5e57, 9af3, c954, 2f45, b905, 54aa, 3627, 1551, 7d6f, 8e1c, 87ea, acadia14projects_301a, 97c7, 9943, 1025, c97b, acadia14_531v, caadria2015_105f16, sigradi2014_247k9, 2280, 3f7f, c905, acadia14projects_23af, 28e5, 5965, 2f38, 02b5, b7c5, 48bc, 3fef, 714a, 3793, ascaad2014_014k8, 48d4, ijac201614304x2, ed37, 51d8, d170, caadria2015_102d16, b5c2, ce08, ba6f, 6442, 8105, 1853, a8d4, 5444, 43b5, 3af0, 9bb8, 8b94, e869, ce75, 3d48, 1781, d3fc, ce6e, acadia14_507ae, 6d28, 60e7, ijac201614205j10, ijac201412306v2, ijac201412205s3, edf0, ijac201614208k13, 7164, 57b0, 17c8, a822, 5535, 0589, 00fd, feea, 51b9, 1304, ecaade2015_55t10, 6229, 507b, acadia14projects_619an, 9f8c, e970, 540f, 6b4f, be2f, 07af, sigradi2014_197a7, aec3, 6ff6, ae50, f803, bf3d, sigradi2015_3.221o4, caadria2017_163h41, a80b, 1517, b61b, 48dc, ecaade2014_072m17, 1ccf, 585d, 10e4, acadia15_323h13, eef9, a160, ecaade2013r_001d1, 4dfc, sigradi2015_8.189u13, 40a9, acadia16_344c21, 0d02, 7bec, e568, 0e27, 61da, cc34, 7f18, 7790, e1ab, bd72, 31a3, ascaad2014_005n3, 6cbb, caadria2017_135j36, f642, 4ed7, sigradi2016_484rr, ea34, 1355, 95ce, 973c, 8b6b, 3a2c, acadia14projects_339ay, fa43, 70e6, 5f71, a984, 964c, ecaade2014_016e4, 98d9, 7ff2, 0ea2, ecaade2015_55p10, dce4, 5399, c3d8, 4638, 46e5, c69f, d535, 4906, a4f2, fd7b, aa92, 1b5a, ijac201513303m11, fbec, 8a75, 456c, 067e, ce99, a805, 9550, sigradi2014_339v7, ecaade2015_13t1, 4c7b, c45e, d890, 2cb1, ecaade2014_151d36, ebac, 0906, a7cb, ecaade2014_157u38, a6d3, 85b7, b2a7, cc6a, d727, 001b, 0737, 2c0a, acadia16_280r17, ecaade2014_225g58, 5c82, ca02, 4d83, b951, 0cfe, 4814, 8c48, bf9e, 658f, 5b05, d32c, acadia15_443y18, ac59, c13d, 96c3, 494c, 2ec3, sigradi2013_401p, e603, fc31, sigradi2015_3.268c5, c41e, df95, 1301, 35ba, acadia14_135j, sigradi2014_128d1, e872, 1aa3, ca41, db88, 39ed, ijac201412408g2, 8f0f, 01b8, e966, 0f45, efbe, b692, 8ef8, caadria2017_132t35, sigradi2015_4.219w6, 371f, ddca, 5b7f, f5e1, a618, bdc7, 0d19, 259e, 0f7b, 5d25, bf12, f3b1, 168e, dee2, 2af6, d6e2, d9b4, ecaade2016_166h47, 5df7, 8a44, 40c0, caadria2017_183c44, aa21, cafd, bde1, sigradi2016_637r, 1719, ef95, ecaade2016_087u24, c3f2, e866, 6544, caadria2016_073w3, 6c99, ecaade2016_225f61, db43, 66f5, 1107, abbe, 3881, acadia14_589l, 0cb3, 8776, 1070, 4737, 0013, fd3e, 1d7c, 9e20, 49fd, ecaade2015_138x26, ijac201614405v3, ecaade2014_157v38, 3c65, e491, 506c, ecaade2015_55m10, cced, fbac, ascaad2016_008c4, acadia14projects_555g, 6958, 433d, e774, 96d7, 9405, 7031, 31e4, 4065, bbc1, 1b7b, 5f55, caadria2016_353x15, acadia14projects_409l, d624, 2a1d, 413a, fabe, 2c88, sigradi2014_108e9, fd5f, 52ec, fe09, e540, 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244b, d00b, ef36, ijac201412203y1, 1036, ecaade2016_017o4, ecaade2016_223b59, 2fb2, cf53, e1bd, c7fb, 9af6, 3ac4, ecaade2016_040u10, 76df, 7121, e5d2, caadria2015_206h30, ecaade2015_278m60, ecaade2014_140c32, ec8f, 1d84, 8b96, 67be, 6bd5, acadia14projects_565ae, ae3a, caadria2017_132u35, c71b, 7b75, 7cc1, a3f4, 5ac5, 0397, 4bbd, 7124, a059, 5bed, cd54, ecaade2016_210j54, 0ea8, f590, 5fee, 7224, 2ad6, 2341, 0ac7, 4216, a2f9, 0ec1, a809, b840, b148, 04f8, ecaade2015_169c35, ijac201614207y11, 5373, 9a6e, fad1, c424, a331, abf6, a9b1, 724f, acbb, 0d9e, ecaade2015_86h17, sigradi2014_041g3, sigradi2014_042s3, 017e, f0a6, b37b, 923e, acadia16_270u16, 971f, 5069, sigradi2013_173n, f76c, 03c7, e369, ecaade2016_185x49, 17e0, 2956, 7c74, 3327, f10b, cb94, 03e2, ascaad2014_017l9, acadia14projects_339ak, db7a, a591, acadia14_579i, 3d49, bd6b, 983d, 2f59, 07fa, sigradi2013_401t, 034d, acadia15_483m21, febb, 75ec, 80cf, 6b6b, 9ee5, 6d45, ecaade2014_194g50, 2208, 66f4, bb24, 9d6e, ijac201614201c6, sigradi2014_036u2, 9952, 9d44, 58c4, 7dc4, 48c3, 2e93, f998, 1c8a, 8545, d7be, sigradi2015_3.11c2, ad56, ecaade2016_175l49, sigradi2016_602xx, 8e9a, 5675, a668, 08a0, a990, 45b4, ecaade2015_130g26, c6be, caadria2017_113a30, 65a9, 12ca, 8616, f05f, ce34, 5d7f, sigradi2013_234h, 1e0c, acadia14projects_339ab, d892, 5eef, 39b0, 4799, a66f, 68bf, b618, 3bb3, b8fa, 8d84, 32e6, 0fde, 3773, 6b66, e752, bf24, cd92, b6c3, d6df, 04ba, c8de, 3c81, 55f4, 4bb3, 2890, sigradi2015_8.264i14, 008b, e04a, ecaade2013r_015r8, 8168, 6368, 8abe, 118f, 5311, 993b, 6abc, f5d7, 4e46, 85c5, acadia14projects_555h, a3af, e384, sigradi2014_314t6, 4dcb, acad, d9dc, 5433, 4e42, acadia16_342c20, 7c3e, 66a8, 5571, b812, caadria2017_096s26, 223d, ecaade2016_128l35, a00d, 5951, caadria2016_651g28, b155, f2e9, 113d, 187e, 9b01, 8371, 6c74, 6f98, c337, 59f3, caadria2015_126f21, 8176, d787, 9c2f, 21f5, 6143, 9c6c, be12, 646a, bee2, 9442, cbbd, 8964, 8cb1, fb41, 521b, e8f0, a2a0, 9af2, fe72, 4bb7, 7822, sigradi2016_777mm, ijac201412405v8, 6d1d, a573, e23a, 393a, 6296, 0364, ea10, 27bd, f06e, ijac201513101i1, 98fc, bad7, ab46, 456e, 2bab, 94fa, 05c7, 6712, acadia14projects_301ay, 114a, f618, sigradi2014_292u4, c263, sigradi2016_440ff, 9151, 0978, 11a9, 5a1b, 4e23, b8db, sigradi2016_484yy, ecaade2015_225r49, a259, a745, d665, c8d1, 2985, sigradi2014_345t8, ijac201412305j2, 4770, caadria2017_123d32, a762, caadria2017_018a8, 5288, dfee, 191b, bd59, fdb4, bd96, 954e, b278, 9267, 5bc8, e6d4, ecaade2014_024e7, 85f2, c803, aebd, 0faf, 919e, ecaade2014_072a18, b9c9, 431e, 2c2b, sigradi2013_164, 12f5, ecaade2016_162h44, d267, 8741, b4f0, sigradi2014_345u8, 9ebd, 31f0, 252a, e2f5, 4c6a, 1e56, 76c7, ecaade2014_192b49, c070, 0149, a27e, ijac201513105u4, 8cb3, 422d, 237c, cc22, 3c6b, e5de, db32, ecaade2015_200m43, ijac201513102l2, ecaade2016_083e24, d5b4, 798f, 2f64, ecaade2013r_003g3, d166, caadria2017_104a28, 5786, d83f, 8516, 9f98, 793f, caadria2017_163e41, b21c, 2bd0, 7387, sigradi2013_342t, 8f96, 23e2, e18f, 08c8, d0e0, 65bb, 8dc1, efdc, acadia14_153ar, a0c8, ee10, 8592, f8c3, acadia14_719k, 9db2, acadia16_72d5, 476b, 0dc8, f211, b9e5, 7c66, 8f0b, sigradi2013_46, 7146, 3bc0, 0e7d, 9f8d, 20d0, caadria2016_301r13, 9894, sigradi2016_483kk, 2c94, 227c, 217f, ecaade2015_171b36, f47d, ed1f, 62be, e266, 22df, d775, ecaade2016_ws-dleadc68, 6fc1, 41fd, af5d, 639f, 3882, 87f9, 9839, bed7, 6bad, 8186, sigradi2016_443vv, 4794, 379a, 28a7, 5691, 3538, 852c, ascaad2016_014m6, caadria2017_165l41, 0346, efb0, 74f0, sigradi2016_382z, 2a71, a0ea, 5840, 609a, eb73, 809e, 2cd6, 5b8c, 46cc, 2bfb, 0c01, cfff, 73b9, acadia16_382y23, c432, 6c78, 0c4c, 3979, 114d, e13d, b094, 409b, 4a57, cfab, a70e, df80, ascaad2016_051c21, sigradi2016_710jj, 8080, 027a, ascaad2016_042c17, b321, ecaade2015_227p50, 58f1, 4385, ijac201614305s3, f1ba, 586c, ecaade2015_206m45, 5e7f, 1d1f, de38, 8fdc, d85f, f31a, 4e38, 5d15, dc5c, af28, 061d, ecaade2016_087s24, e137, 31d3, ffed, 1059, b5a0, c527, c9ed, 6859, c7e6, 6a14, 1554, 66c1, 8e9c, b6d3, 493a, 3b3d, f967, 2999, ijac201614208i14, 17a7, 416b, caadria2015_172k26, 74c5, b686, caadria2015_208u30, b985, 72e8, 9008, 74f4, 6f84, ecaade2014_169p42, bdad, a0d0, f4b7, e808, 2cb4, 2693, 7a49, 0f58, e6e0, 5795, 855f, 6dda, e0bd, 5e52, 4e85, 01ec, 7bd6, ecaade2015_261m58, 78f3, 65ee, 7b52, 5229, 773f, ec8b, b444, aec5, 31f8, 10fb, ecaade2015_53r8, 10d5, caadria2016_745d32, acadia16_440d26, 684b, 3853, 1ab7, 78bd, 4c80, 52bd, 23b2, e5bb, ecaade2015_17p2, 8621, 7694, 2e3b, 3bda, 8390, 7e74, 9201, c400, 60b2, ascaad2014_012d6, 11a8, sigradi2013_64a, f401, 446f, 1b1a, acadia14_435ai, 39bd, ecaade2015_161g34, e1a5, b6e9, e9bd, c218, caadria2015_220h34, 552f, 280e, f588, ecaade2016_140k39, 8279, dd5d, sigradi2016_426d, e5ab, 28c3, 4230, ff54, 605e, f4d9, a557, 868a, 7fa1, ascaad2016_029z11, 0292, e8ea, ascaad2016_044w17, 656d, 8783, ecaade2014_149l35, 7baa, 0298, ddde, acadia14projects_579a, 3c00, 7efb, 6b74, 6c95, 3b08, 8657, 4cac, 9e55, ecaade2015_293w63, ecaade2014_202l52, 3d8b, cd28, 0ccc, ascaad2014_031f9, d8c2, 8d88, 2b94, 5bdd, 55e0, eeff, ff83, 3ac0, 7cf7, 0e28, eb0f, ecaade2016_223p58, 2f55, acadia14projects_619am, 0943, 464f, 97ba, sigradi2015_11.196k26, acadia14projects_23z, 2517, e968, sigradi2015_11.165u25, caadria2017_142v36, ijac201412403l7, 7e98, b2df, 39f8, 3bee, 84e7, 3197, b4cb, 71cf, 63a7, acadia15_469g20, 3d69, f09a, 0fe7, b4e6, ecaade2015_61f12, a147, 900a, ac0e, 7644, adc6, b096, d0e3, 3443, fc11, cd56, ecaade2015_91g18, caadria2015_032y4, caadria2017_047f15, 758b, 5da9, e2e4, cb56, c38b, caadria2017_122t31, 1671, 4d12, sigradi2014_314r6, 904b, 4399, f6fd, c5a5, ea70, e222, cecf, acadia14_229g, 6673, sigradi2015_10.144x19, 3817, 5ff5, 7b26, 23a1, 919a, f1f1, 4900, a7e7, 10e3, ecaade2015_317z68, sigradi2014_015e1, f704, 7a7d, 8d75, 0be8, ijac201412305p2, 0a35, 93c7, a5bc, 2d61, da29, ecaade2014_233m60, 9d8b, 892d, 7d07, 4c21, ijac201614307p4, 512a, 5595, ijac201412403n6, 2c84, 6d04, bb25, ecaade2015_229c51, 97b2, f39b, 729b, sigradi2016_490bb, 7349, ecaade2015_194w40, 910e, ec67, 768b, 36bd, 6ee8, caadria2016_229w10, 16ff, 4947, 03f7, 7166, 4e1a, add7, 5819, 33d2, ecaade2016_ws-dleadp68, df8c, d759, a7ec, f86a, f276, d0ee, e1fd, 7e67, 8dee, d92d, 67ff, f5b6, 7746, 6539, 96cc, 0d32, da84, 1fb0, ecaade2014_112i26, 5af3, 04d6, 881b, 3dac, 246f, 2654, ca48, ecaade2015_129k25, acadia16_450k26, acadia14_601x, 9bb3, d258, ascaad2016_039m15, c6aa, 7617, 133d, ecaade2016_164m46, 843a, 9e88, ecaade2013r_002u1, 418d, ab26, sigradi2016_614y, 7530, f4e1, 4a96, ccf6, e1b2, 9165, 534f, c268, 5639, a24f, c450, ecaade2016_223d59, aec0, 321e, 96c1, 4be7, a029, 2e59, ascaad2016_040w15, 839a, b775, ascaad2014_001i1, 37e9, f3de, 1e4f, 6220, acadia14_91s, 6280, sigradi2015_sp_8.6c30, 1652, ascaad2014_003a2, 53e6, 7b8f, 897c, 4646, cbd5, a023, caadria2016_291y12, 6b22, f7c2, 78ad, 4a19, caadria2017_009k4, f701, 8b36, 2cc5, 6f46, e1e9, f9ab, sigradi2014_074j6, 277b, c0da, 92dd, 84bc, 599d, caadria2017_096u26, sigradi2014_291n4, 13f5, caadria2016_157x6, 86ee, c27f, 0095, 78c0, 4bee, ecaade2015_13r1, 9237, ascaad2016_018n7, sigradi2014_347n10, 1fce, dba1, 4e0c, f248, 7622, 11e6, 0e87, cb6a, 6553, 7119, 0697, 07aa, 12fe, 2940, bb8c, ecaade2016_006o1, be67, 74c1, de50, d65e, 5462, 46cf, ccb5, 257f, 57eb, d733, 1f7d, fac2, ecaade2014_050b12, ab2c, 3cdd, 6562, ascaad2014_019d3, ecaade2014_138i30, caadria2015_172w25, c62d, 9b94, bcbc, b430, 60a6, 33e0, 2625, 5ccb, bd13, 1880, 49fc, caadria2015_010s1, caa5, adea, ascaad2014_029f8, 7c0c, caadria2016_683m29, 007b, a55f, fbb5, 3ce7, a839, 9c31, 9db7, e63e, 6456, 8f15, b9d2, 423e, d01f, d212, a7f6, e397, a386, sigradi2015_2.213u1, 71c6, acadia14_125y, ascaad2016_033x12, c02c, 5ddb, 57c7, 6e0e, dd92, 07d4, 90c4, ecaade2013r_003y2, 6a84, 8f4c, f479, e893, ijac201614307m4, 2ca2, f225, 3145, 1752, b742, 0ff0, 2780, 9e6a, 0a07, 94d4, 0622, ecaade2015_225m49, 45b3, 9e0b, 8846, acadia15_274o11, 3bf1, acadia14_53m, 8d7b, 9bc0, 4528, f29e, 2836, 1f70, 4629, sigradi2016_590m, d0fc, 8e98, 7139, b396, 2a1f, 1d68, d6f6, 4968, f365, ee82, e3c5, 797b, eae7, cf7f, ecaade2014_050e12, ascaad2014_028m7, 6240, 6dd3, 46d1, 115d, 27dd, 976a, 4284, ecaade2014_239n61, ecaade2015_200l43, 78cd, e47e, 53ef, b29c, 950d, acadia15_137h5, 0620, f185, 6e8f, d55f, 9f80, 76c3, 46fb, e97d, 0886, ijac201412406i9, e500, e2f8, 3762, cadb, 357d, a6cd, 56e4, f269, 2e47, f03e, 0659, 961c, 7cd4, db4e, 900c, cdb8, b532, 347f, b7c0, 9d69, ijac201614105y4, 2859, b9cd, caadria2016_517f22, 21ab, e169, d12a, ecb3, ecaade2016_223g59, 834f, e7a6, 227f, 2821, 7f33, caadria2016_333v14, da4f, b00b, eb22, acadia14projects_23u, da32, ijac201614302w1, acadia16_270d17, 1482, 0008, 8e9d, 2e60, ecaade2015_130x25, 4930, a6c8, 8af5, sigradi2014_151h3, 43a5, 5b87, e9f3, 9fdb, 9a93, ecaade2015_53y9, ecaade2016_238l63, 5b3d, 4c90, sigradi2013_330b, f79c, e186, 085b, b800, 811a, ijac201614105v4, ecaade2014_168v40, 9db9, ecaade2014_070f16, sigradi2014_134b2, 3541, ed8d, 2182, 9b40, cea2, c3a5, 09b1, 5efe, 16f3, 6829, ecaade2014_147y33, 77d9, 7db7, b405, sigradi2013_261, be60, 67e5, sigradi2015_11.142g25, sigradi2015_10.307e21, caadria2017_069y21, 3b04, 25a3, 6993, 85d1, 77ca, 8461, 9ff4, 0c48, ecaade2015_170k35, 0358, 9750, dc05, ce9e, 3663, 8ba5, 845a, 20c6, 7ab1, a4b5, 3d0a, sigradi2016_752rr, 7398, 1189, afd1, eb8c, 7864, b114, ecaade2016_132g37, f138, 4f59, ascaad2014_003y1, 2dc6, ijac201614305o3, 4f5b, 9e94, 6a55, sigradi2014_021p1, 07ac, 51dd, 5ed4, 2ee2, e165, e99f, d583, 5d6c, 5900, caadria2015_126d21, 73f4, be38, 0b46, caadria2017_123h32, 6ebc, 097f, 4562, ijac201614201a7, a6d4, 2a0f, f633, db52, 4463, 6c7c, ascaad2016_021d8, e3be, 9983, fc0b, 81ac, d53b, 1d0d, ec47, c0ba, 495c, d60d, a59a, 9178, 74b4, 968e, f392, 415a, 4e8c, cbc6, ascaad2014_023b5, caadria2016_003h1, ecaade2015_240s54, cfb9, ijac201614407y4, f767, 62f2, c313, 5ab9, d24d, caadria2015_150f24, e18b, 630e, 74fc, ijac201412403w6, a0d5, 140c, caadria2017_023z8, c1ee, c1c2, 6922, 90a8, ijac201412206x4, aff8, 773d, 68fb, 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