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 ga0016
authors Thum, Robert and Derix, Christian
year 2000
title Artificial Neural Network Spaces
source International Conference on Generative Art
summary In the processes of continues functional differentiation the contemporary society increasingly displays the characteristics of complex, distributed systems. In this condition architecture can no longer rely on top-down reductionist methodologies in ignoring the constituting importance of contextual parameters. The present paper describes how Artificial Neural Networks can be employed to design with-in the underlying logic of our society -the logic of distributed systems. In computer simulations the paper explores the capability of ANN to Self-organization: Neural Networks Architectures absorb and adapt vast amount of urban data in order to adjust their organization to exterior changes through interior structural reconfiguration, thus producing adaptive spatial formations.    
series other
type normal paper
email Christian.Derix@aedas.com
more http://www.generativeart.com/
full text file.pdf (340,904 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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ascaad2016_059r23, 387e, acadia14_399al, ascaad2014_014f8, f0db, 8ac3, ecaade2014_146p33, 7550, 7607, e72c, ed56, af52, 4a83, b507, 4acd, ecaade2016_162t44, 05c2, 7548, 34fe, 3ee3, c072, 0b5a, ecaade2017_161ww, ecaade2017_291f, 21fa, 63a7, 2a8a, 457a, 115a, c5a3, 5f38, acadia17_678x, sigradi2016_381p, cb0e, 24f5, 5be0, f991, fc43, 9e06, 992d, 9d62, 1cfa, acadia14_627g, 7e40, 6dc4, 06d7, ijac201614102x2, 8c21, sigradi2016_479bb, acadia16_402u24, sigradi2013_387, 927b, 251c, ascaad2014_011x5, d93f, 478d, b6b3, ecaade2016_068n17, a682, c28c, 0331, 521f, 17e7, caadria2015_188a28, cad2, a98e, e5a9, c263, 9faa, 4259, 2e68, b058, 6f07, cef5, 60ad, 9770, b53f, d520, fb9a, f29f, 5e0f, 6d3d, 117f, a191, 4a3f, ecaade2014_195j50, 1cc3, sigradi2014_045w3, aeec, feb2, sigradi2013_393p, 8fcc, d1a9, 9668, f135, 0b6f, 92a4, 1493, 3bed, 0a75, 4bf7, 5941, 7321, 18b8, 92ad, ijac201412206z4, 2d72, sigradi2016_360cc, acadia15_161k6, e8fd, 7111, acadia15_57a2, d578, ecaade2014_140n31, 1e88, cdca, 7216, 1a15, caadria2016_435t18, caadria2015_203g29, f0b7, 791d, sigradi2015_10.309c22, 0484, 14aa, 4d14, 7480, 590a, ad4e, ijac201412205n4, e587, acadia16_88a7, 3882, 978f, 3c07, 170f, bfb0, f293, f003, 672c, e677, 52e9, ecaade2014_014f3, ecaade2017_019uu, 2eb7, b3b7, acadia17_248r, sigradi2015_8.27m10, e3cc, f72e, 146e, e50e, 332c, a897, 6255, f91c, 5450, caadria2017_096s26, c2b8, sigradi2015_3.209e4, 1408, 2340, 0387, 2095, 1424, 3ece, 5554, c75f, bd15, caadria2017_015c5, dd6b, ecaade2016_bkoo65, 424f, a8a9, 9dfd, de5f, f551, 6373, a48a, acadia17_350y, a6bd, 9956, ecaade2014_186p47, 2308, 20ac, 90c7, 6c56, 2e7b, 175f, 8e1e, 337c, df03, eb6c, f77e, 916f, 82e0, c0b3, d324, b511, aa3d, a39b, ecaade2014_019f5, 1a8a, b796, sigradi2014_303e5, 985c, 07dc, 6cf8, sigradi2016_801s, 2a18, 54b6, caadria2016_177f8, 4c70, ecaade2017_095v, 07d2, e393, 8997, 26eb, acadia15_185m7, 10fb, 6dfb, 8b4e, f814, 6316, sigradi2013_189i, 2930, c322, 0494, 0085, e760, ecaade2017_291ee, c89d, 5dd9, a4a9, 9ae3, b777, 2c0b, bfc9, c41c, 6aa1, f05d, ee59, ecaade2015_17o2, 65d1, 19b3, ascaad2016_013x5, ijac201614205j10, ijac201715202o, 3154, 608c, 280b, eec6, acadia15_407n17, ecaade2015_206h45, 3790, aeb1, ascaad2014_035t1, 03d3, c4e6, 63fa, sigradi2013_285, acadia17_512bb, caadria2017_127d34, 7599, 42ec, 359e, ecaade2014_089l21, e537, acadia17_542hh, e795, ijac201715205i, a7ed, f5ca, 0880, b205, ecaade2015_155r32, 511a, 9de4, e87d, acadia16_308v18, a35e, a56e, ecaade2014_084u19, ec7d, d690, 17c1, db7f, acadia16_432u25, 3eb2, a3af, 5b17, ijac201513203i7, 4173, ac2e, d2ee, f044, acadia14projects_301e, 0ad2, 806e, fe86, 92bd, b3d4, ascaad2014_023y4, sigradi2016_690g, da63, a078, d7ca, acadia17_324bb, ijac201715204dd, acadia17_231s, acadia14projects_699n, sigradi2015_11.142f25, c48c, 7a43, 48a6, acadia15_57w1, 9789, 61eb, b387, 0900, 0633, a957, 452d, 3bcb, 9d56, 4ab8, cbcd, a0f9, 119c, a1cf, 4cb3, cfbe, e5f0, b2fc, acadia17_163mm, ecaade2016_127w34, d5ae, ecf6, ecaade2017_301h, c0ea, 5a54, 00b0, ascaad2016_025o10, 58ba, sigradi2014_339x7, 305b, ecaade2016_110d30, 7330, 2651, ecaade2017_230ss, fbca, 8f5b, 938c, acadia14_531m, acadia16_116y8, acadia15_263y10, 0f13, 3e13, 1977, 6329, 549e, 1201, ecaade2014_138p30, ecaade2017_044uu, baa6, fb61, bbf8, f707, 8672, 9294, sigradi2014_082t7, 8c8a, ijac201614102r2, 90a8, 4745, c7bd, 6279, facc, e9ce, f3cf, 961a, 862d, 602e, caadria2015_130b22, sigradi2016_387zz, 76d7, 5ff1, cfbc, 0839, ecaade2016_132h37, caadria2016_405s17, 12c1, 9486, ce31, aaeb, 2c92, 2cfa, 3b37, 70ee, a277, ecaade2017_101o, 9794, 86b5, 6d35, 9f5a, ecaade2013r_009x5, 54aa, dfe1, 3635, ad04, sigradi2014_180s5, c27d, ecaade2017_305qq, 3672, f5bc, acadia17_364qq, 9bde, caadria2017_118v30, d972, bd3a, f8fb, fb85, ecaade2017_023ff, 868d, 34a5, c9b6, b6c8, b469, acadia14_647az, caadria2016_425d18, acadia15_57z1, acadia14_145aj, 63b3, sigradi2014_263f1, ecaade2015_207f46, caadria2017_129u34, a387, afd5, 44fe, af5a, 5c5b, d0e8, bca2, acadia16_352f22, c3df, dc5b, sigradi2016_399g, 4e5a, 4dc3, acadia14projects_153b, bb1b, sigradi2013_10g, sigradi2013_294u, 1485, 4fc2, 0eee, 7271, 65a2, ecaade2016_013o3, b941, caadria2016_871o37, a04b, fe84, e1dc, 0b4c, 7004, bcd3, acadia17_600w, 72f4, caadria2015_130f22, ecaade2016_185d50, caadria2015_065a8, acadia14projects_291an, ascaad2014_027k7, dfd3, f894, 84be, ijac201412403z5, cf2c, bc98, bd84, c101, 95dd, 1635, f180, 447f, 7218, c4ef, 43cf, e036, 26e4, 2ac8, 385e, ecaade2017_157ss, 7ba6, cafb, d153, e8de, acadia15_431t18, 8b43, 2bde, e4d5, 7ab9, 21df, e244, caadria2017_048a16, 2ee4, ascaad2014_014n7, de08, sigradi2014_232v8, ecaade2017_309a, 7507, 8b56, acadia15_343l14, 2c36, 451c, ecaade2014_127j28, sigradi2015_6.237o8, f249, e711, a371, ecaade2015_211z46, ecaade2016_163v45, 33b9, c1d9, 62d1, eee0, 66a4, 16d8, 98b4, 9a5c, ecaade2016_048d14, ecaade2017_170l, d9af, ijac201715202rr, f616, ecaade2017_274aa, 61e2, 6c54, 269e, 5934, caadria2017_124r33, ecaade2017_157ee, 585c, c34b, d29a, d200, 117a, ecaade2017_198qq, 49bf, 9a0b, ecaade2017_017k, c8eb, d84f, e8c4, 7cc4, 7d84, acadia14projects_479aw, ece5, ijac201513303a11, 8846, e988, 890e, 3a2b, acadia16_224p14, ijac201412403u6, 4967, acadia16_44m3, acadia14_125t, ecaade2015_233x52, e331, 3c5d, fc7f, 2c87, 2fb1, f75f, ecaade2014_029d8, af4b, ijac201412405n8, caadria2017_165u41, 8abe, 8e5d, 696e, beb8, dd01, c931, 8c0e, bfa3, 0b93, c885, e46a, d31d, 6052, caadria2015_032v4, ecaade2017_215eer, 4946, ecaade2014_072s17, 7402, acadia14projects_579i, a0fa, 49c0, 8872, cd5c, ddde, d2be, ijac201412204d3, ecaade2015_273f60, 60b2, 4517, 0cef, 3fb7, 6a62, 5a4e, sigradi2016_816uu, 6700, 2237, 073e, d0c9, f0c7, 7f5b, ee35, 33a0, 53b1, ecaade2016_tkob67, sigradi2014_178n5, e1d8, 5bc4, ascaad2016_010d5, ca5f, ced4, bc46, e8d0, 48d3, cc99, 4d3d, 7ab2, acadia17_27s, 18e5, 9575, caadria2016_797l33, 6d0a, ecaade2014_204y52, af74, ecaade2017_067aa, ec7c, b627, 9f70, 60f8, e35d, edaf, acadia17_100j, 53e7, c9b0, ecaade2016_210j54, 9223, b0ff, 98ed, 0075, ijac201513302j10, 286a, eb37, ecaade2017_208m, 9b09, 1a61, 30c4, acadia16_440b26, 3579, 3ebe, fd17, 61c3, 85f2, 885a, ascaad2016_059m23, 465c, 4966, 153e, ecaade2016_191k51, ecaade2016_230d62, 8c97, f606, 8f5c, dbec, e809, 1e29, ff49, ee24, 4443, 66d3, 6b2b, f4bd, ascaad2014_026z6, d2dd, 94bc, 5e8c, acadia14projects_445al, acadia14_357b, 57d5, cf02, a71f, e308, 610f, ab16, ecaade2014_022x5, 835a, sigradi2015_12.215u27, a390, da5c, caadria2015_073w9, ecaade2015_324z70, 5720, a3e9, ed7b, 4803, 5b7b, 807a, 52f7, cec3, acadia17_62a, ecaade2017_144u, 06fd, 3e25, ca82, 0609, 8af4, acadia14projects_135t, sigradi2016_417ll, caadria2017_023y8, ecaade2013r_004f4, 1a68, ecaade2014_015t3, 4646, dbfb, 441f, 1087, e9d2, ecaade2015_285o62, 017e, acadia15_469m20, caadria2017_175d43, e820, edde, 4664, 3286, 3676, 5080, e746, caadria2015_070j9, ecaade2016_bkog65, 2d2e, 2f61, 552a, c112, ff5e, 9619, 88af, 2417, ecaade2017_029w, fac4, b1da, 9a95, b25b, ecaade2014_024m7, bdcd, adfb, 98ff, 23db, f500, sigradi2015_sp_2.112o29, acadia17_542ll, 6a23, 9ba9, ecaade2014_138i30, 93a9, acadia16_98n7, a43b, ec87, ecaade2014_195s50, 825d, 3310, d800, fb80, a7d2, cdcd, f7cb, 9012, 2826, d1c0, e8a2, 7e41, 7cbb, 4d08, 29a6, f386, ecaade2015_115b23, 3ff5, sigradi2014_299c5, 4bdf, 4869, 1418, 8901, 8132, acadia15_284p11, 975d, 98cd, acadia17_534oo, e9d3, 0ae3, ecaade2017_037bb, a875, 5ffe, ecaade2014_192e49, sigradi2013_95r, a702, b598, sigradi2015_11.165m25, acadia14_719f, 9cdc, b492, ea03, 07c6, 44db, 6d1b, 8284, 8704, c6b2, ecaade2014_023d6, sigradi2013_425t, 6318, e52d, e54a, c67d, ecaade2015_227z50, e291, 7047, caadria2017_041e13, a2d5, 1e61, 5aa6, 483b, sigradi2013_194s, 3d12, acadia14projects_219e, 9ffb, 77c7, 554b, 588d, c717, e75f, fbf2, ab27, 5a5e, ecaade2014_038z9, de84, fc5f, b832, 3d08, 78f0, 2282, d44c, ijac201614102f2, 9604, 698c, 3cfc, e28c, 630b, df62, ca57, e993, 864a, 45fd, 1e0b, ae49, 7a91, ecaade2016_071e19, d75d, b240, 75c8, a309, e9a4, 1c04, acd0, 5a1d, f901, 4df7, 43b0, sigradi2013_244, 9e93, 1675, 2a32, a79d, c364, bf35, ecaade2017_208r, 81ed, 94b7, cc52, 7d1e, 3c3a, 1e02, ddd1, d5ce, c46c, 8ff4, e5ea, 1990, eda8, bf43, f737, caadria2015_130r21, d0f2, ce35, 0e54, caadria2015_014z2, ecaade2017_293hh, ecaade2013r_010s6, 87bc, 87b4, b284, 7631, 05ef, 7a52, ecaade2015_55n10, ecaade2017_057h, bc0a, 2f9d, 8c11, ba18, acadia17_257qq, 4667, 9458, fab5, 2711, ascaad2016_013w5, b776, 5dfa, 842b, 4d97, 7f84, 074a, 3d8c, 444e, 0793, f03d, ecea, 5a45, 8aeb, 5542, ecaade2017_019b, ecaade2014_221m56, 03ed, b0e4, a489, 8317, a5e7, 319e, 68e5, 7ddc, 40be, d283, caadria2015_114s18, ascaad2014_024k5, acadia16_34h3, 3990, e8ac, 7dd8, a307, 3cf4, 37b6, acadia17_50ll, 5670, f788, sigradi2013_414e, sigradi2016_490ll, c94b, caadria2017_145k38, 2bf8, ecaade2017_079r, c0fe, caf5, acadia17_472pp, f702, acadia17_512t, ef8e, 5784, sigradi2013_421j, e204, 5f28, fc18, ecaade2014_023s6, 371c, e67b, c6e6, 4f96, sigradi2014_345f8, 8cf1, 2b25, 8630, 37ae, ecaade2015_205z44, eb70, 084d, 4d6d, cc60, 004f, ijac201412303n8, 3639, 1d9e, cb6b, 9d1b, 3061, caadria2017_028b10, af43, acadia14projects_661j, b5a9, e802, acadia17_222i, 265a, 5e19, 015e, acadia16_130s9, caadria2017_134b36, 5c49, acadia17_630h, 5794, abcc, 4852, sigradi2013_135g, 91e1, sigradi2013_138p, 426f, ecaade2014_149a35, a538, 3b66, acadia17_292t, acadia14_549u, 97f2, 499a, abdd, 454a, 52cc, 89ae, 1039, ijac201513201s5, 9289, 6fd8, 9785, a93a, ee2c, ecaade2015_79l15, acadia14projects_555e, 18ef, b65e, e627, a059, a439, 8465, acadia14projects_117b, 153c, 623a, caadria2017_051o16, 9750, caadria2017_016l6, 021b, acadia14_579aw, 3305, ecaade2017_264ww, 72d5, c658, 9ea7, acadia17_562ff, 5fe0, 2ce0, 163c, b1f7, d6c6, b135, 04ea, e0b7, d323, 7dca, f383, f514, 9a6c, fcc1, e079, 556f, ecaade2017_230uu, af92, 650b, 4058, 25d4, ijac201513104u3, 2242, ecaade2017_053yy, 199b, e2a9, 8f99, ecaade2013r_008n5, ecaade2016_095h26, 3d18, acadia14projects_691az, ecaade2016_162y44, 059e, ecaade2017_grie, 3a6f, acda, 25fd, 623f, b7b2, 984b, caadria2016_725i31, caadria2015_016s3, d118, 2c14, 3a86, ecaade2015_221s48, f9e6, acadia17_164xx, 2323, 7c62, 857a, b18f, df0f, caadria2015_206k30, ecaade2014_084o19, ae35, f479, 28f7, sigradi2013_28n, ascaad2014_012e6, 5079, acadia14projects_103af, 2ba4, 07f0, f15e, 1470, 4722, 1b77, ca28, 9e65, 73b8, e236, ascaad2016_003v1, 7393, 7b37, 2782, 8b27, acadia15_185t7, 4c85, caadria2016_601p25, acadia17_258n, bc10, acadia14_479c, 3dbd, a0c8, ijac201614307x4, ecaade2014_153b37, 2e1a, 829a, 3f0e, 8960, ijac201715102s, ijac201412301w5, a0b6, 0bc9, 5f74, sigradi2015_8.41s10, c05a, a03e, fd04, ecaade2015_55o10, ijac201614103l3, cc6a, a6c9, f6c0, ee06, 6801, 97f3, 9f05, e293, 1174, d355, c72a, acc4, 1446, 61f5, 0c3c, 24a1, a4b1, 6688, f9d6, 9ce4, 1140, 3f5c, 1b8d, sigradi2014_108d9, 1a71, b7ac, 82cf, 75d3, cffa, a6d4, a3c3, 8fc8, 04b8, 3b67, 1247, 2a9c, 3f31, 5882, 780a, cb4d, 9df3, ijac201513303z10, b5ab, 6942, 2126, dad7, e00e, 070c, 15dd, 4985, 5c1b, caadria2015_126n20, 6f2c, a7ff, 22c0, d98c, 2c04, c41d, 8589, acadia17_349s, 1dc0, ecaade2017_253ee, 4ec6, 8ebe, acadia14_435c, sigradi2014_178h5, acadia17_360yy, acadia16_382c24, 677f, ecaade2017_149l, 16cc, d6bf, ef90, 3578, acadia16_206k13, e990, ecaade2014_224d57, d5a3, sigradi2013_267t, 720a, c31c, 690a, be2a, 3aa0, 66b1, 5dbb, cea3, b882, ecaade2015_297a65, 1cf7, 974c, d0f8, 1c9f, ijac201715103vv, a7fa, 50b8, caadria2015_137n22, 9e1a, 8c48, 0555, ecaade2015_22t4, sigradi2016_382bb, 35f6, caadria2016_187u8, 6aea, acadia17_402c, c188, 545c, acadia14_53s, acadia14projects_219c, 82c4, 3404, acadia17_162o, 13c0, 1740, 38cf, acadia14_699m, 8963, f376, sigradi2014_313c6, 02de, b1dc, acadia16_62e4, 4963, 9a07, 1f76, 50f4, 9d6d, ad1b, c487, d970, ecaade2016_065z15, ecaade2014_218r55, 432f, ff26, 9ca3, ecaade2015_28v5, 9566, 1b85, acadia17_238pp, 82b6, sigradi2013_10c, acadia17_436o, f37a, caadria2016_095z4, bdd5, b3d9, cfde, ecaade2016_118i32, c07f, 0dbf, 911d, c784, 1a55, acadia14projects_63as, b677, eac3, 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ab1c, 15b8, 5536, 2bd3, a7d6, 50c6, 0b27, 9700, ecaade2017_271f, d924, 098b, 0710, caadria2015_081u11, 7bab, ecaade2017_019vv, 0459, ascaad2016_048g20, e90a, c3ac, acadia15_57x1, 062c, cad8, 4eb0, 6f2a, 2c4e, 2468, d360, d300, 3efb, acadia15_57l2, 2179, 4399, 8e04, 6965, 8b28, 6b22, 15bb, 0c69, ecaade2013r_018n9, 60ac, ecaade2015_324v70, d925, c2b5, acadia15_451m19, 29b5, cfc2, 0517, 85ed, 6a13, c8c3, c741, e297, ecaade2016_154s42, sigradi2015_7.203k10, eef6, 358b, 9afa, e643, 8d73, caadria2016_033v2, 0b6a, ecaade2017_098kk, a250, 00dd, 4d2d, 3360, 9ee6, acadia14projects_63ab, 7df8, ecaade2015_251o57, sigradi2014_201f7, cf70, ecd2, bbdc, 16c3, 7525, afca, ecaade2015_55i10, 7374, f0a8, c39a, acadia14_427ao, 3732, ecaade2014_153x36, sigradi2014_265p1, 1f5f, 84f7, 562c, 5ab2, 6e0c, 5e16, 1051, dd98, 3dac, 1b2f, d697, 7d1b, 1501, 6447, fa41, a3a8, sigradi2013_401o, dae6, d0a9, b2b3, 84ed, f1da, e4ce, 6a6e, 26c2, caadria2015_126o20, 18fc, 70f2, f75e, acadia17_608u, a955, c1e6, f613, dd7d, d0aa, 789d, 1729, 91bd, ecaade2016_193t51, bbf1, e4fd, 83f2, 3f97, ecaade2014_079u18, sigradi2016_515i, feb7, 9bfc, acadia17_212kk, bcb2, a247, fd2c, 0885, 3ce8, 26af, acadia14_565x, a072, 58f7, ebb6, 24a3, 8ea7, a1de, 79ba, 52e8, fb4c, ijac201614405b4, ijac201412306e3, sigradi2016_814l, 7cd2, eeba, d5d2, 9f19, ecaade2017_033y, acadia14_43aj, d7c7, e4db, d600, 8bcb, ecaade2014_057l14, 2869, fc35, 8b50, caadria2016_755i32, 75f5, 4a0d, caadria2016_085k4, 2f80, 8191, 5386, 5a16, fccf, ecaade2014_111g25, ijac201614405o3, 44da, ac62, ecaade2017_256ii, ijac201715204s, 0027, ea07, 1610, 9328, 05f9, 81aa, f51a, cd0a, 2430, ecaade2014_240k62, ecaade2016_098y26, acadia17_630e, 5ad9, ecaade2015_73g14, 3c16, 03f7, b4c4, 9b39, acadia17_473uu, acadia15_47i1, 9525, debe, acadia14_627b, 1dec, caadria2016_147k6, acadia17_492hh, cee3, acadia14_365ar, ecaade2017_170f, acadia14projects_177w, fd96, ecaade2015_229d51, ecaade2016_067w16, 30f2, 2c7b, 6fd6, 3033, ecaade2016_216g55, 8c22, acadia17_520p, 38db, ecaade2016_mrte66, dcfb, d757, 7c4b, b282, 69bd, 7360, ijac201412402k4, dc88, bf01, 21a1, 8b33, ff5d, 95e2, 3adc, 634f, 4452, f6d7, 76b4, ecaade2017_174qq, e272, 6d39, f8b5, 6505, acadia14projects_661m, sigradi2016_602i, cd7d, ecaade2017_077d, 5f31, c2ee, ecaade2017_243bb, ecaade2014_112g26, d375, ecaade2016_tkov66, ab2b, caadria2016_673y28, 860e, 6824, ijac201614303o2, 8757, 2ab8, f2b9, 5aa2, b21b, 5aad, 8835, f866, 4d37, 0d72, cf43, 9368, 0eaa, b69a, 0c5e, 6fae, caadria2016_611x25, 95fd, c495, 0f22, ecaade2017_089x, 6398, ecaade2015_199z42, sigradi2015_3.65m2, 978d, ijac201614305k3, ecaade2016_230g62, caadria2016_177t7, 11a2, ecaade2016_183u49, cf29, f19a, 50f8, 845e, 7314, f216, ecaade2014_206v53, e97c, 7cbe, 83ff, ijac201412403p5, 5cdb, 4cc0, a2d9, 52ed, 9c22, fcb8, ecaade2016_083f24, d4c8, 2192, ecaade2016_111t30, fda4, acadia14projects_671n, 9c36, acadia17_292y, a932, d5c1, f98c, 0516, bf22, d39c, 2eab, e788, 1882, 61fc, a7d5, dd5b, f63b, ae4f, acadia14_609au, f734, 97e9, 9953, ecaade2017_203w, e70c, c426, a033, 0123, sigradi2016_817d, 7b05, f103, a0ef, 4d38, 4a5e, 4f47, 3521, acadia17_404ee, f18d, ecaade2015_138r28, 36ce, ascaad2016_048l20, 4903, fce4, 26bf, b14a, f893, 6a64, a1a4, 7ac7, acadia14_357ay, ascaad2014_036f2, 1baa, caadria2015_030f4, acadia14projects_281s, fde9, 86f1, 9d61, 110b, f7e9, 802a, 7f7c, 4da2, e3fe, 116f, 39dc, 2004, ff66, 95ea, 6e61, dbc5, 43af, ijac201614201k6, 49fb, 6e70, ascaad2014_003x1, a3d2, sigradi2013_77, 1a51, 29dd, f262, bd23, d1a2, 271d, 430e, sigradi2015_11.142a25, ed11, bbbc, 9158, ecaade2015_215h47, 980d, 7545, aa5b, 74ec, 4315, 2b17, ad8c, f981, 5f32, b5d8, acadia17_59g, acadia14projects_291ay, f4e7, ijac201715204t, cfaf, 39e0, ad4d, 179c, 34fc, ecaade2016_154u42, e7ee, e127, b477, dfef, 21b1, cb0a, 2580, 4fff, 10fa, b930, sigradi2016_560x, d2b7, 8d53, ecaade2015_172b37, 2941, 165d, 33e2, b902, 592e, sigradi2015_10.140s19, 341a, 06cd, 8176, ijac201513303p11, acadia14_445af, 81c8, 2e88, b2d7, caadria2017_058l20, 9c52, 3d8d, 33b3, 6151, sigradi2016_407p, 22ae, 4213, acadia17_92s, dc83, 5462, acadia17_50nn, caadria2017_118t30, 0a60, d4c0, 7b16, 88e0, b3f0, 2279, c7d1, c2bf, 97ed, f2c8, 4249, caadria2015_145u23, 1a8b, b095, 741a, a8a1, dcf4, cd9c, acadia16_98l7, 5e73, 7b6a, 7b5a, 52f1, sigradi2014_140p2, bfdb, 38fd, sigradi2015_9.270f17, 6671, 3302, 8f73, sigradi2016_685mm, a131, fab7, 0884, 51fe, 0fdd, eb35, 67e7, 1c8f, ecaade2015_72v13, 66be, 06c8, eaed, 97a0, 6532, b0b9, ijac201412403x5, sigradi2016_779vv, aaea, a4f9, ijac201412304e1, e978, d9d7, sigradi2014_263g1, 9559, 2b12, 1c61, 5760, 58a7, 8f91, ecaade2017_079k, ecaade2015_161e34, sigradi2013_275d, 113d, e04c, 673b, c00e, 80e9, 0d3e, 8f32, b686, 4ebc, d6b6, eeec, 4f77, d995, c220, ecaade2017_076dd, 87b9, 6577, 75eb, 5504, acadia17_316uu, 094e, cb81, 81ca, 8f23, 6d3a, ecaade2016_163l45, 181b, 08b7, 205b, 06f6, c59b, eb30, 9bfb, 809f, e63d, caadria2017_004p2, 76bb, a774, 31f9, d15e, b65b, sigradi2013_194p, ecaade2016_139c39, 8d3b, e6ea, caadria2017_145p38, 5d22, e3eb, 2d1c, ce9a, acadia14_555d, ddf5, ecaade2017_199pp, 4d01, caadria2017_023e9, 9d1e, 5cf6, d102, a2ea, bb0e, 1f0a, 4273, de56, ecaade2017_083rr, 8def, caadria2015_178y26, 973a, ac8a, 2b23, 2798, 1e2f, caadria2017_165v41, ab68, c085, b024, acadia17_648m, ecaade2015_250f57, acadia14projects_135y, ad11, c5f5, f058, b32c, e9e8, 536d, 45a5, 9d4c, 78ef, d32d, a8de, 0a9d, 250d, 36fa, fce7, a7c6, 527e, fac3, afe8, cfb0, 439e, ecaade2017_108j, 9190, fc47, f5dc, 7ae5, d4f4, 518c, 394b, 668b, 01f3, ecaade2015_64w12, a5aa, 2c00, dccc, ec8e, 229b, 1311, f782, 73a4, c2e4, 1d71, a3ec, 69c1, 08ee, 39eb, 1ba9, 8f4b, d258, sigradi2015_10.307w20, acadia14projects_153az, 1eb9, 0d1f, ef23, 24ab, efc7, acadia17_38ll, dfcd, 8215, a13c, 0893, b101, 5bb9, d00b, 4dfe, 2c74, 6f50, ecaade2017_230b, 63a0, afd8, ac86, 951d, caadria2015_209x31, 6ade, ecaade2016_198p52, acadia16_298m18, a0e0, be6a, 9e9b, f25f, 997a, acadia14_699g, 3029, sigradi2013_135, 1742, 1cee, ccc0, a01e, 9416, 99b4, e835, fa2e, e49c, c863, d86e, ecaade2014_195m50, ede0, 65b1, caadria2017_028y9, e3f4, 19d9, 2f66, 888e, ijac201614104h4, 4c03, 6247, ecaade2014_186a47, 74bd, 2e2a, b9fa, bada, ecaade2014_128u28, c4df, f348, ascaad2014_014m7, acadia16_432t25, ecaade2016_118r31, 755d, c881, caadria2016_467r19, ecaade2017_143e, 2d99, 945d, fbdf, 5236, d397, f174, sigradi2015_12.297k28, e1ad, ecaade2015_138n29, ascaad2014_032o9, b993, sigradi2016_801v, 2748, 8118, f1a6, 34d7, f929, 8855, 2f2a, 2d22, 199a, caadria2017_067s21, e082, 49ee, ecaade2014_113w26, a9b5, 26e2, a7b3, 2df0, b517, 19bf, 92e1, 173f, ascaad2016_001b1, 148e, sigradi2016_550k, ijac201715203ll, 1cb1, acadia17_492gg, ecaade2016_241j64, acadia14projects_435ab, ecaade2015_193a40, caadria2016_023s2, f1c9, f576, 86a1, 8349, a2ae, c716, 0675, a88d, ebef, fbe0, cf1f, 5a9b, b5c3, 6a9a, sigradi2013_10, 1164, b355, b016, d780, f546, bf86, c2b9, ecaade2017_006x, 0585, 9a97, 22a5, acadia14_291am, beca, 704b, c76c, 881c, 026e, acadia16_450k26, acadia17_648vv, acadia14_339x, ecaade2016_011s2, ijac201513304y11, 2e84, ec8b, ed6e, be44, ecaade2017_265q, 0f21, 5ee0, ccc5, 10c8, ecaade2017_ws-archieduaa, 74a8, a853, a82e, 62bf, caadria2017_118z30, 68b3, f475, 5845, 4763, ecaade2015_17k2, 6de4, 0cb9, 6806, c0ac, ascaad2014_012r6, f102, 19f6, a967, 41c1, 35c0, caadria2016_157v6, fa22, 5c96, ijac201412407u9, sigradi2013_263o, 9a9b, e7f3, 47f2, 61ae, 6598, a7df, caadria2017_055l18, acadia16_308w18, 649e, 4c61, 28fc, 0b54, 423e, 9ecd, c95a, caadria2016_517w21, d27b, a4cb, 22a7, 4fe5, ecaade2015_302h66, acadia16_116x8, d007, acadia14_117c, 9eba, aa15, cfcd, 9344, f205, 59dd, 15e3, c71f, acadia14projects_33ai, 7867, caadria2017_142k37, 5d80, 0f16, f4a0, b499, 2d2d, 160a, acadia14_435ag, acadia17_358cc, d1d0, e77c, ijac201513205y7, 4016, ecaade2016_tkou66, 6faa, ecaade2015_158f33, ecaade2014_139b31, 2e0c, fcdf, 9f92, b2a0, 11cb, 1313, e54e, 42f9, 731c, 8f66, 390f, 6ff1, 7090, 16b8, sigradi2015_11.165l25, f855, 8951, 0993, d90f, ecaade2015_169y34, a564, 6edd, 6135, sigradi2015_sp_4.388y29, sigradi2016_814s, sigradi2016_420ss, 9090, ce28, 73f6, b3d8, dec1, sigradi2015_10.307o21, 11e3, d2e2, 9a62, sigradi2014_313v5, 8211, c74f, ba1b, 804c, 8695, 4fb2, e3ac, 3a63, ecaade2017_032a, f04c, 4e7c, e392, bac3, 45c0, a96f, f0b9, 5682, fa49, a422, c927, 9894, 99d0, sigradi2013_315b, 5818, 0747, ecaade2017_294b, c86b, 3a8b, 2bf9, 523d, 0770, ecaade2014_186k47, 24e6, ascaad2014_008t4, 348b, sigradi2016_621ff, ab00, ecaade2015_199e43, 2b2e, e439, 86eb, ecaade2017_027f, sigradi2015_sp_4.388x29, df1f, 1bf8, 7636, ad2c, ee26, 89a8, d381, 4488, ascaad2016_018n7, sigradi2013_244m, 6ecf, 3227, 35f5, 49c2, e436, 75a5, 56bd, acadia17_628uu, f1c4, sigradi2013_41s, 26a5, afd9, 6358, 61c1, ecaade2016_223x58, caadria2016_871l37, ecaade2017_083pp, cec1, 6a48, 848e, cfae, e6e0, c899, 7274, sigradi2015_3.370w5, c1ef, a7bf, 9e3b, e45d, acadia16_184u12, 3da6, 1fee, cfcf, 63b0, 9c0b, e620, 1c6a, caadria2015_002d1, acadia15_323u12, acadia14_609at, 52e0, e174, caadria2015_117u18, 20ed, ecaade2014_023v6, 31e3, ace6, e1ab, 196c, 06ca, acadia16_224r14, 11cc, c541, 878e, 7c70, ecaade2017_215g, 3ecd, 14b6, ascaad2016_045a19, ijac201513203j7, acadia14projects_647ay, sigradi2013_400l, a3dd, 88bd, e661, acadia14_53k, 1246, 765b, dd6d, 1708, d0fd, 64be, ecaade2015_233i53, 7503, 6d8a, b68d, ijac201513104s3, 78f1, ecaade2017_089aa, acadia17_382yy, 1171, 79ea, 65d9, acadia14projects_291g, f6a7, 7b62, b20a, d63d, cbe2, 3318, ecaade2015_227o50, ascaad2014_017e1, acadia17_138g, e6ff, 8485, 0c90, 8226, e67f, 0077, 62ef, ijac201614208m13, 0139, caadria2015_114h18, ecaade2014_035d9, 2529, 3702, fcc9, 4687, 92f2, 1dfd, 7c58, ecaade2017_240s, acadia16_196w12, aff3, a24a, 17e6, 828e, 3bb5, 722b, 63a4, 0873, efc4, 4610, ecaade2014_146s33, ee8e, 586e, 0c7b, ef08, 0f29, 5a91, 460e, cb7c, ceda, 6abc, ff7c, ecaade2016_047i13, 2db8, c943, 0d96, caadria2015_072o9, 7411, be8b, 1001, 0cc8, ascaad2016_033x12, sigradi2015_10.381h23, de12, 1cd5, 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