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 acadia06_342
authors Kobayashi, Yosihiro
year 2006
title Self-Organizing Map and Axial Spatial Arrangement: Topological Mapping of Alternative Designs
source Synthetic Landscapes [Proceedings of the 25th Annual Conference of the Association for Computer-Aided Design in Architecture] pp. 342-355
summary This research attempts to formulate a computational framework for exploring spatial arrangements in the early phases of design. In the physical world, this could be compared to exploring spatial arrangements using cardboard cut-outs or simply a grid of spaces on paper. This research demonstrates the framework by means of a generative design system that introduces axial order in a plan parti made up of discrete 3D objects. The tool is designed to organize the 3D objects along an Axis specified by the user and also rearrange them following user-defined mathematical expressions. The numerical parameters (the dimensions and physical properties of the individual objects) are linked through the mathematical expressions to vary the spatial arrangement of objects. Implementation of the tool involves the Self Organizing Maps (SOMs) as the Graphical User Interface (GUI) in generative systems. This allows the user to select and dynamically view spatial arrangements that have been organized on a map based on their similarity. The application is implemented, tested, and its results are demonstrated using buildings designed by Louis I. Kahn, Frank Lloyd Wright and Mies van der Rohe.
series ACADIA
email ykobaya@asu.edu
full text file.pdf (1,305,871 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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9545, a620, caadria2016_683z29, bd40, 43cf, adbb, 3b27, 151f, 3680, d399, ecaade2015_215l47, ijac201614208z12, 79eb, e8b9, 34af, 4c6e, 829a, 5e77, 5c50, 9286, acadia14projects_531p, 4b6d, d19f, caadria2017_047b15, e3ca, da8c, 07bb, ecaade2016_110d30, cae7, 536c, acadia14projects_199am, 4992, c2f3, ecaade2016_079p23, ecaade2015_127s24, 67a4, caadria2015_015b3, bfe1, 00e5, caadria2017_081y24, b8f8, ecaade2016_011h3, 3982, ecaade2015_21n3, 74a7, ecaade2013r_007c5, b8f0, efa8, acadia16_308w18, 9525, 9544, 69ce, 3a6e, 35f7, acadia14projects_79w, cb2a, 46e5, ee3f, ascaad2014_014m7, acadia16_414x24, 92dd, ecaade2014_011c2, caadria2017_015e5, e8cb, 24e6, 0ca9, 117f, 5a77, 7da3, cb38, aba0, bee7, bcb8, de41, f854, 7d15, 725f, ef58, ecaade2015_169d35, 8207, 9c14, ecaade2015_38r7, sigradi2015_sp_4.388b30, 1ba6, 5fc4, 436d, b956, a912, ecaade2016_130x36, 9a54, 3ad3, acadia14_101ah, 12b5, 57cd, 51a2, a447, 98a1, 8a2f, 7426, 9740, ijac201614405h3, c717, ecaade2015_317s68, 54ca, 2038, fa1c, a83d, caadria2017_018y7, fcf0, 7ea3, 4735, c700, bf82, dc92, 50fa, c1fd, sigradi2016_752vv, ea93, 7270, ecaade2014_042j10, 8e41, 1879, 3469, 4a4a, acadia15_203m8, 63d2, 127e, ecaade2014_024o7, 1175, ijac201513302k10, 4799, 3a8c, c75b, 8a91, 1a2d, acadia14_53l, 0e39, 2633, b8ef, 9a91, 6b56, abbd, 2a81, 1fed, ecaade2016_095d26, a890, b055, 1980, 1abe, d9fb, 3041, acadia14projects_135i, acadia16_470f27, 95fc, eb2c, ba09, acadia14_375ay, b4f3, 9e74, 7158, 3a93, 39e2, 8af1, 11a3, 4f8f, d7b0, b0c6, ijac201412401z3, 76d7, 69d0, 4198, fadd, e3f8, acadia14projects_619ad, 6586, 01a0, caadria2017_079d24, f040, ab93, acc6, 6e2a, c8c4, 3907, d34e, bfba, 9d37, 0979, acadia15_161f6, 6b21, d947, ecaade2016_071d19, 24ec, acadia14projects_247x, b149, cc8c, b7ec, ijac201513201w5, acadia16_12e2, 10da, cc0f, cc3e, a758, 497a, sigradi2014_330s7, e8d2, be1f, f4c8, f60c, 6e3f, f369, ea88, ascaad2014_008t4, 1668, e93d, caeb, d560, 3fa9, caadria2015_049i6, 6078, 5c8c, c765, ce7b, 8824, caadria2015_188b28, ab5b, sigradi2016_490dd, sigradi2013_411l, 4594, f8ba, 3ec8, cdf0, dfe1, sigradi2015_12.19a27, 4578, caadria2017_105k28, ascaad2014_004g2, 84a1, 1f34, sigradi2013_234e, c246, 1232, ijac201614408g5, e3a2, 1fae, a5c5, 72c7, ijac201412202t1, 6b58, dbf1, d172, e4d0, 7448, 73d9, 5b0d, caadria2016_611g26, ba88, fafc, 3402, sigradi2015_11.136x24, 34bb, 5a6d, 14e1, d950, 88dc, 0aa3, 2fae, db25, 8f30, fbcc, 8972, ascaad2014_026y6, 80ed, ascaad2016_050a21, 0b23, c93d, ecaade2015_229s51, c768, c8c0, dff6, 1d4e, ascaad2014_037p2, c580, 10e5, 815a, 256f, 20bd, sigradi2016_357l, ac04, d5ed, 41bb, cf55, 6bf2, d2ea, f9f6, caadria2016_095t4, 9185, adeb, 39f6, beeb, de7e, ef97, 24a3, 2e0d, ecaade2014_121t27, 0dd8, 81e8, 1223, 7e63, ecaade2015_287o63, 6003, cd0c, caadria2017_163y40, 0f17, 9450, sigradi2013_397j, d93c, 6abb, b509, 5c39, d18b, 717c, caadria2017_031g11, 641a, 797e, e249, a3ae, acadia14projects_33ak, 7c9d, 698a, ecaade2016_036j9, fc20, ecaade2016_129u35, 18c8, 6fbd, ijac201614101d1, ascaad2016_028k11, ba0a, 3f87, ec7b, caadria2017_165j41, 3082, bbdd, 2422, fcc0, 83a3, d00c, e378, ed9f, b942, cef0, 560d, d4e9, f14f, c38d, ecaade2016_165z46, ff97, caadria2017_047j15, 4536, 7407, bd35, aa5d, 96aa, 5e8c, d334, 1a49, d909, c078, c751, fe6c, 99e3, ecaade2014_230o59, 7770, 3234, c2a1, sigradi2015_12.107h27, d5e5, ecaade2016_mrth66, 32c2, 7ccc, 5b6f, 3a61, 7c79, 3728, 4a07, 1110, dc6a, ceb7, 85e6, acadia14_153at, 83f6, 8f7e, c754, 0b2c, 6749, ijac201614203g9, 4dc9, b06f, c30b, 72a6, 95f2, ecaade2016_222t57, c8de, 3af5, 092d, b0fa, 65b2, 1e7e, 3722, 9636, cb11, 4eee, ijac201614204n9, 372f, 92c3, a71e, a98c, 7202, a433, 94ee, d590, 403b, sigradi2014_345h10, 6d56, 90d1, 3829, 1414, caadria2015_070i9, ea0c, ecaade2016_077v22, 9d12, ac1b, 7a72, 2a2d, e3ac, d7e7, d4e7, 4e50, 4257, fcbc, cd90, 56e7, d696, 0d09, 718f, a094, ecaade2014_149y34, 0993, 50c8, 286d, 066d, 58b7, 2be6, ecaade2015_269n59, c6f2, 266d, ecaade2014_052p12, c343, ecaade2016_120k33, d5f2, ff4e, 86e0, f24b, c65c, ijac201412201o1, acadia14_671k, f865, b2a4, 7701, 766f, 3359, 56a1, d1cf, 7749, 6131, ecaade2016_197b52, ecaade2015_114d22, bf3b, 9c20, 150c, c588, ijac201513203x6, ba5d, 782c, ecaade2016_119s32, 1529, 9793, sigradi2016_534uu, c980, 4260, ijac201412204p3, b13a, 4748, fdde, 6df7, dec7, 28cd, a78e, 9379, c2cb, 032a, 2d95, 3ff1, sigradi2016_815q, 643b, acadia14_189ar, 965c, cb3a, 88cf, e770, sigradi2013_271m, 2be0, 78ba, 260e, 945d, 14a1, 20c2, a354, 6532, acc3, f2b2, 7c81, 9bc7, 0db0, 22cc, 79e4, 34a8, 3e3c, 1720, 3fb2, 9a84, 2be5, 3605, 87e7, sigradi2016_792k, 0a3b, 9f82, e908, 9c53, dd89, caadria2017_104e28, 2386, 684a, a4d8, d518, 7238, sigradi2013_397b, ecaade2015_173f37, acadia16_106w7, f285, 3ad2, 1778, b296, 284a, d958, caadria2017_016l6, ac6d, 0725, caadria2016_177g8, 9cec, 4384, acadia14projects_479i, 5203, 693a, ecaade2014_157t38, 81cc, 4017, 0a29, 1f4e, 68a0, 75b4, ecaade2016_013s3, d39f, ee06, b7a2, a0b4, fe6f, a498, cf09, abe0, dcf2, c46e, acadia16_140w10, 1a54, c70d, f7af, 12db, 085f, ecaade2015_180n38, cd08, b0d2, 3f6f, cc0e, 0cab, e4d5, 324f, 778b, caadria2015_208s31, dd59, 75a7, 2a7a, 17e5, 7810, 01c8, 45b1, ijac201614307h4, acadia14_531p, efd7, acadia16_440b26, ec33, c2a6, acadia14projects_427ar, acadia14_671p, ab6f, 9aa7, 4b74, ecaade2016_045e12, 53ef, abf6, 44d8, c69e, 5782, 2a4d, f9ee, e4c8, ae26, 9d25, sigradi2016_550o, e089, b6fd, 0806, 3b94, ecaade2016_072e20, sigradi2014_157b4, 0ba8, 302f, 7df7, d410, d328, 4f3f, ecaade2016_210g54, 8912, 76ea, 954f, 1e2b, 9cf4, e273, 8273, 2d89, df55, sigradi2013_386, 71a6, 4312, acadia16_308p18, 87d8, 030c, 88ea, 73ee, 52c7, caadria2015_185o27, 960f, 8a87, 10bf, ascaad2016_039i15, 091e, c0ca, 4878, 2d6e, 356d, f812, caadria2016_839n35, 3601, 948b, ce96, e9ce, caadria2017_189f45, 2736, 1af5, d19e, c73b, 9897, caadria2017_040m12, b19f, 3294, d299, 1d20, 4544, c5c5, caadria2015_049b6, ecaade2016_099l27, 8b88, 7372, 3487, 6dd7, 0195, caadria2015_122p19, sigradi2016_625jj, 97ae, d36a, 7a5f, ecaade2016_119n32, ecaade2014_224w56, 1a25, 1d18, d741, d65c, e800, ecaade2015_129t25, 08b6, 77a0, ijac201513203r6, 50a0, e85c, 552a, e65d, 3d07, 627e, a934, 1431, ecaade2015_196i42, 5270, 8fd5, 37bc, f9db, 28d4, ab01, 47a8, acadia14_23ax, sigradi2016_517n, 69a5, f614, a528, cfa3, 1022, 0e26, 1456, 6100, ecaade2015_55t10, 6abd, ef3d, 0146, 66f3, a3da, bc8b, 07d9, 1aac, 8d5c, 26c4, d92a, 5318, 1151, 8877, 74d4, ecaade2015_148m31, fb32, a223, 6d2b, ecaade2016_222m57, 09f1, d9a9, ecaade2016_095l26, e4cc, aea0, 71ce, 4e75, ecaade2014_206p53, 4287, 6261, 29ce, sigradi2013_386t, ecaade2015_139b30, 8619, 4ee1, 0072, caadria2015_015c3, 580b, 13e6, 0768, 007e, ecaade2016_215u54, acadia14projects_145w, ecaade2015_158c33, caadria2015_246z35, ecaade2015_115x22, ecaade2013r_019e10, d2f7, ecaade2015_334u72, 7524, 55fb, 6f40, ijac201412405m8, b807, caadria2016_445a19, eb0e, 7a08, ecaade2015_207l46, caadria2017_047f15, acadia14_497z, 8a04, 5fca, 9d1a, 86d0, dfe9, sigradi2016_490v, 034d, 7027, 8caa, ecaade2015_195m41, 1916, 7a85, f984, 4129, 8cf3, 0854, 70e4, a7e7, ijac201513102x1, 29a9, d488, 681a, caadria2017_009x4, 7e13, e437, 3879, 1bf7, 2d84, ecaade2014_153p36, da73, c173, a411, 9ae1, c4f2, 2267, ijac201412303l8, d60a, 1a33, 955a, ecaade2014_198z51, cd1e, 8bc7, 6765, ee24, d397, fb9a, 9efc, 1aaf, 764e, e1e2, 40d8, ecaade2015_33f6, a5d4, 15e2, c5c9, 1590, e53b, ecaade2015_206k45, acadia14projects_301e, 7633, acb4, ecaade2014_214k54, ijac201614103h3, 3db5, 2c29, acadia14_199aa, sigradi2014_345s9, caadria2015_233h35, f3d5, d12d, ee6f, 2b65, ijac201614204l9, e09d, 105a, 95d7, ecaade2015_225n49, 7378, 280c, 68ed, ecaade2016_016j4, a7bb, ad51, 0c37, 656f, c2d6, ecaade2014_176a44, 9435, 6aed, caadria2016_641u27, 4e00, 58ef, 216a, 445d, 0811, 743e, ascaad2016_033c13, 7886, a26d, de5f, caadria2016_507n21, 81d5, 79ef, ecaade2014_011g2, c4e1, acadia15_123s4, d5f3, 8970, 5c77, 20bf, b9c7, debf, sigradi2013_271p, 4772, 5fd6, 82a0, 0848, 5023, e1c8, ecaade2015_18b3, 59d0, eaf4, sigradi2015_3.268e5, ab5d, 1c49, 7b09, 1ba1, 8dff, a5f6, 66d4, 7e4a, f74b, acadia14projects_681ak, 61bb, 5830, ecaade2015_309x67, da6e, 3cad, 3d0d, 76ed, 30b1, ecaade2014_080b19, 0265, 888d, 7c13, 96bb, 8b01, f464, 7c3d, ddc3, 46ea, 7acc, 76c4, 8efd, fc17, 59f7, 14b8, 8427, 37fb, 8be3, f296, 8c52, b637, 8e21, f443, 3fd7, b3f9, ba01, ecaade2014_071v16, 3a69, 7128, c735, ba3a, 034c, 28d2, 80e5, ebe8, 744b, b5b6, ijac201513202m6, 08d6, 3b93, ecaade2014_066n15, db05, 6e1f, 8c47, 21b1, ecaade2016_078d23, 62f0, 6ea6, 5b2d, e228, f85e, f0f8, ecaade2015_83j16, 53f0, cff6, b8eb, 83f3, c718, e3af, a1a8, 05b9, ab7c, ascaad2014_018c2, d27b, ecaade2015_336z72, acc2, 3682, c473, 1aea, sigradi2013_194k, eab1, ecaade2016_132a38, 9001, 34d6, 30e6, 732d, ijac201513306a13, 8d75, b112, ecaade2015_196n42, a239, 487d, e9a9, f892, ijac201614101b1, 8654, 17ce, 30f2, 7edf, 58f8, 8059, 2082, 35ad, 495d, cea8, sigradi2014_201g7, d9b4, 840f, sigradi2016_420ss, ijac201513104l3, 9d6c, ecaade2014_055w13, 0a88, acadia14projects_189av, 08e5, 07f7, b587, f8d9, f7d7, a3cd, 2a0e, 5370, aa57, ecaade2014_014b3, 857e, ascaad2016_054o21, 2a0d, ecaade2014_225m58, 3a3a, 36fd, 4403, 95a0, cd1d, 099d, 870c, d4ca, 5533, cd56, 0436, bed6, ascaad2014_014u7, 2e6a, 9987, cb87, 23f9, 23bd, 5b01, 2c77, 0f15, 85ce, 4893, 7fcc, 6382, 2204, 9666, 7595, ecaade2014_029y7, 78d0, ijac201513303r11, sigradi2015_sp_8.284l30, 6498, sigradi2015_4.219t6, eb73, 8cfa, 754a, b96d, e99a, da11, 9f6e, caadria2017_030v10, 39ae, 347e, 6e34, 14fa, ecaade2014_163b40, ad27, 8c4f, ecaade2014_112h26, 1319, 2174, 9130, 4fc4, c375, ijac201412402k4, ec22, ad6f, 3f75, df9c, fc59, 7c85, f527, 20c9, f34c, b55d, d586, 87e6, sigradi2015_6.387h9, 970d, 6fda, 97be, b98f, 02e0, 4cfe, ecaade2016_071w18, ecaade2014_149e34, acadia15_110x3, 9d5d, 1bd8, f50c, 1192, 7f1a, 30f9, caadria2017_183b44, 354b, ca2f, ecaade2014_151e36, 025c, 19f8, 6f01, 4e6e, b7c1, 6d5b, 147f, 605d, 698c, ecaade2016_071e19, e6bd, 03d7, 85af, 524f, f29b, 362a, cadd, 14ab, f077, 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90f2, f77b, fff0, 6894, ecaade2015_171z36, 9c5f, 9df5, 4f6a, b7d6, d4cd, 9df9, 19aa, 7371, 0539, 7f71, b9cf, sigradi2016_448l, d34d, b86f, e68b, 8076, 7e03, f92c, caadria2016_601k25, b323, c3e7, ecaade2016_071r19, acadia16_344w20, e236, ecaade2014_157r38, 8709, 65bb, 3c49, 7e5e, bd5e, a404, aaa5, caadria2016_517z21, ijac201614208n13, 1596, 4269, d80c, 64b1, 5949, ecaade2013r_006w4, acadia14_199ab, 579a, 89af, 35af, sigradi2015_6.183m8, ijac201412408y2, ce57, dfd0, a330, 9aae, 1a9e, 54d0, a3e5, b30c, 6b25, ecaade2015_250e57, 589f, 6529, 399c, caadria2017_174x42, 0971, 01b0, c5dc, dbe1, 2445, e41b, 23bb, 5302, 5739, 296e, 1360, acadia15_173s6, f91f, 447f, 82db, 74b6, 5e3f, 421a, b002, a6a9, 54b1, 78d8, 1b4c, acadia14projects_339ap, 6bf1, edc6, 213a, ecaade2016_119y32, 5c12, 8b12, ascaad2016_052f21, 541b, 3040, sigradi2014_266a2, 751b, sigradi2016_773v, 433f, caadria2015_202w28, ecaade2015_139v29, d9db, 3dd9, 2ee4, acadia15_161g6, 75e4, f2ee, ddf3, 3ce0, 8d20, dd16, acadia14_229k, 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6e72, 4b75, 188e, a901, a8af, c1ab, 9842, caadria2017_107y28, 7271, 09fd, acadia14_539d, 3cf2, 494f, 33a4, 883b, 558e, c847, 1d3d, 40dc, bf51, 73ed, 7d8f, acadia15_123k4, 9d11, acadia16_88m6, acadia14_671j, 925d, 53a4, e932, 0e37, sigradi2014_189j6, 68ef, 820d, 454d, 0c8c, 92a3, caadria2017_163r40, 9da0, 68a8, c0d7, ascaad2014_005u2, a249, sigradi2013_117l, 5a7c, d4cf, 5fae, f1cc, cf97, 4480, caadria2015_109c17, 99e2, a77c, 8a1a, fd87, 426a, bb92, c809, ef1f, ascaad2016_045w18, fee7, efe4, a51d, 5e55, caadria2017_009n4, bd48, 6cc3, 59a7, sigradi2016_428k, d916, 6b17, a4aa, sigradi2013_407j, sigradi2015_8.264n14, 3f18, sigradi2013_30d, 4f09, 74fd, de1d, 17c7, 4d36, ecaade2016_011y2, ijac201614207l11, ebf1, acadia14projects_23y, df2c, ijac201412302r7, ascaad2014_029j8, a13b, 5cc0, 73fb, 2ac1, 51ac, 526d, caadria2015_087n14, 8dc0, 47b3, 1868, 3b73, 1405, 816a, acadia16_88y6, 04d1, 33e9, caadria2016_085f4, 1541, 6386, dbca, 5e68, 4fe2, f466, 9013, ijac201614207g11, bea3, 87c7, 003b, dc86, 42a3, d97c, 7723, afe8, 3591, 1c14, 640f, caadria2017_101m27, caadria2015_012i2, d6b4, 5038, 1e87, cc96, ascaad2016_059k23, 292a, 2f19, 8ae5, 81b1, c6df, ijac201614103p3, sigradi2013_429b, sigradi2013_393t, c07b, 879f, edf2, ascaad2016_007l3, ecaade2016_tkoi67, 489e, ecaade2014_153a37, 5a51, fbca, 4651, 238b, d391, b81d, 4e66, fcc9, bee9, 3085, b856, 0c84, ecaade2013r_009i6, e661, 4235, ecaade2016_047p13, 81bd, c022, 4c6a, c392, 0484, 83dd, caadria2017_021p8, 660c, caadria2017_002m1, b019, ijac201513302f10, bc88, f67a, 132c, acadia16_130l9, acadia15_371m16, db87, c0de, 0ba2, b7db, 070c, bbc0, ccb1, 8a34, 7f19, 1b19, afbf, d491, 0eec, ea2b, b34f, 3399, 1655, a1fa, ddb9, c166, f410, f915, 1088, sigradi2014_099s8, 2bbc, cc4a, b411, 36ac, 9772, acadia15_195a8, b7d1, 64d8, 4607, b39a, 4b95, 131e, acadia16_12k2, 4502, acadia16_460w26, caadria2016_539w22, 47a9, 866d, 9a07, b5e8, d199, caadria2016_291r12, fbe0, 531c, sigradi2015_9.141g16, ecaade2015_61d12, 88f3, f4b6, 4543, be24, edb7, 9feb, 9e41, cd23, 7bf1, 25e3, bc0a, 4750, b6b6, 11a8, caadria2017_017j7, bd9a, 24b8, 8c5d, ca2c, e3e7, ecaade2014_086w20, a490, bbf7, 33a5, caadria2015_119e19, 82d9, 1d99, e482, beb3, fbea, 2281, caadria2015_032v4, sigradi2013_260k, 3efe, 8310, 16a8, 94d8, acadia16_106d8, f9b0, d3b7, 0776, f00a, 96e4, d2e6, 2e51, d244, e255, 3611, acadia14_101z, 39d9, 963a, sigradi2015_4.219c7, 2fb5, caadria2015_203c29, bfab, ecaade2014_147y33, fa15, ecaade2014_138h30, caadria2015_048p5, ef19, 046f, 3c0e, 6e09, deab, caadria2016_115m5, c537, ecaade2016_ws-afutureo67, a1d3, caadria2017_067k21, 2693, 1c19, 82c7, d4a5, 1a50, def0, 6946, 6f4c, 95a1, sigradi2015_6.42y7, c197, d010, acadia14_681ah, f5ff, 7522, 2d79, 0c2f, 22db, ijac201513302j10, a149, ascaad2016_031l12, efd6, 7fb4, ecaade2014_130w28, 8528, 23cf, 6844, d856, ab6c, ecaade2014_120j27, sigradi2016_595nn, cbcf, 066b, 5930, d6c1, ecaade2015_21k3, ascaad2014_010u5, 153c, 384c, 6b16, e27e, b4a2, 6ddb, sigradi2015_12.297h28, b3b8, 60f1, bea6, 526b, 8d6d, 4311, 4b87, 3de5, 9387, ascaad2014_012h6, e646, 1afa, 9711, 8769, e6c3, acadia16_206j13, 689a, ef8f, 081a, 9ed0, ecaade2015_235z53, d657, e8b7, 7ccd, 4128, bbba, cae8, acadia14projects_463d, 90be, 687c, ecaade2014_224n57, 6db6, 9063, f5a4, be14, caadria2016_851l36, 336e, sigradi2013_194n, dcc9, sigradi2016_517t, 62d4, 395d, 8bb5, e6cb, a3fd, 2c03, 3058, 4608, b080, d11c, 56e9, ffb4, 7281, acadia14projects_479ay, 09e9, ee19, 9cba, 0fe0, acadia15_483a21, 4bb2, ecaade2015_164v34, 75fc, 46ad, 54c1, dfa3, ijac201614403h2, dfe7, acadia14projects_579b, f9bd, 8169, c891, f721, 9ebf, e830, bfcb, e466, acadia14projects_43ad, 63e0, 6c28, 0d5a, 8651, f2f2, acadia14_199af, a8c8, 45c5, ijac201513201t5, 7695, 9755, c419, 5387, cfb3, ecaade2016_182p49, ad5c, 8753, 2d1c, a7d6, 3900, 0aff, d30d, sigradi2016_637v, b973, deaa, 94c8, 41d3, ijac201412406s9, 0ce9, e24b, 86ce, 171d, acadia14_347ai, ecaade2016_129o35, 118e, ad4a, f62d, 4175, sigradi2013_117d, 3dcf, 652e, 8d87, 65e8, a91b, f650, fc58, ijac201513102n2, fda9, d01a, 2b18, c43e, f385, ab04, ecaade2016_161y43, ce84, 19a3, 9efa, 18f0, 6b31, 7a89, caadria2016_797k33, 357f, a176, sigradi2016_621ee, 8756, acadia14_671z, 2518, c890, dce0, f0d7, 2fcb, 14d0, b877, 686b, ecaade2015_287n63, 85ba, bede, 8f16, 4738, 21ca, 415a, 5204, acadia15_431s18, c706, 4837, dc0f, sigradi2014_284c4, e10b, 4b6a, dd21, caadria2015_004p1, acadia14_619x, f1ee, da74, e6cf, 629f, 424a, 0b46, bca1, e87d, cf3c, 9c87, e693, f91e, 9f37, 86ee, a226, 8463, e4bf, 6bf7, sigradi2015_13.316b29, f195, 8594, 1122, ecaade2015_229e51, 9395, 70bc, acadia14_609aj, 3f7f, 4598, 9774, 631b, ccad, e510, d652, 979a, 7eeb, d1d6, bb89, 94a8, a701, 7881, caadria2016_135w5, 42a5, 4b6c, a1dc, 30c5, ecaade2014_066v15, 797c, ee95, 5d31, bb4d, 0be2, 0aaa, 58b6, 0c3f, ijac201412301j5, caadria2015_108m16, 30f4, 878e, d709, d6e1, d4d5, 796b, 0c92, 342f, 6a48, 9ab1, 8c62, bd80, 01d1, ijac201614302v1, a22f, ijac201614102z1, bb4e, sigradi2014_263d1, ecaade2015_301n65, 1aba, c427, efe1, f517, d7c8, 2dce, 06d8, a7e2, 78a0, 0637, sigradi2015_8.81y11, 3543, 13bb, acadia16_470c27, fc9d, acadia16_62k4, 0613, ascaad2014_012g6, 08f3, 866f, 5545, 0857, 5d71, caadria2015_124x19, ijac201412405j8, e047, 398a, ijac201614403j2, caadria2017_094y25, acadia16_270v16, cf51, bb7d, b9ab, 57ac, add6, b3fb, 29af, caadria2016_405a17, 0128, c02b, acadia14_47h, ea60, 4a85, ad04, caadria2017_017m7, 8a5d, ascaad2016_043o17, ccdd, a00d, f802, 54e9, 957b, 8ba3, 964d, 98e3, e084, 5422, 6058, ascaad2014_024l5, 3d10, dae7, 807b, 99e9, 865e, 9e3c, cf74, fe5d, acadia16_440i26, cc5a, c3f8, 2951, acadia15_323f13, 3f5c, 0d48, b44b, 5129, 88bf, acadia14projects_53k, 2cb0, 9088, 7af4, d379, 8e94, f543, c868, f522, c603, fcc1, d31d, ecaade2016_045h12, 7311, b1e1, 421b, b78c, b63f, 1e42, 8938, 38a5, 9e08, d020, df74, caadria2017_015p5, 5da2, 0f6d, dbad, 4a53, acadia15_323t12, ecaade2016_027a8, 950a, ascaad2014_024y5, f05b, 0151, 4ff2, acadia14_661n, caadria2016_611i26, acadia14projects_43ao, 2e55, b5e5, acadia15_47j1, ecaade2015_178j38, c20a, ece8, caadria2016_187f9, 9889, caadria2015_203e29, cb21, ecaade2015_334v72, aeb1, a699, d7a0, c20e, bf9b, cad5, ecaade2014_157d39, 0228, cf18, e6cc, 64a4, ecaade2016_bkon65, d57f, 2889, ijac201614102m1, 4eaa, 03ca, acadia14_153au, c457, ecaade2015_317d69, 9c8e, 196d, bff3, acfa, ecaade2016_ws-dheritaget67, sigradi2013_183t, b3f5, 0ea4, 70e6, bd9c, 79bb, 588f, 9fb9, fa5e, 0980, acadia14_111i, c4fb, 92ee, 8e45, dd14, 2bc5, e844, c4d2, 09d2, f019, 8b50, ca3d, 2a02, aa5e, ecaade2014_094k22, acadia14_627f, 1b8e, d619, 9439, ecaade2016_028n8, 46b9, f844, 81ab, e12a, 0576, b438, a769, a181, 87aa, c420, ascaad2016_048e20, 48fd, ecaade2015_235u53, 7b72, e8c9, fbfe, ijac201614202u7, 312f, b87e, c703, be2a, ijac201412301z5, acadia14_507ae, 2a40, 4679, 9aa3, 13b9, a369, a1fd, ascaad2016_029z11, 75c7, 6ba0, 507a, 17d0, 9b38, 5369, 1877, bd97, 8e8e, ecaade2015_302l66, 84d6, d7bd, acadia15_311j12, 1f66, 494c, fe0c, ecaade2016_221x56, 1f40, faad, 87fa, 2336, 35b3, 5970, c298, fb59, 6589, d0dc, ecaade2013r_009y5, 1c44, sigradi2014_164m4, 723b, ecaade2015_318y69, bd49, ce11, 1f6f, 451f, 1ddd, acadia15_232s9, ascaad2014_017g1, f2b7, 2573, d757, 93a3, ecaade2014_111d25, 15a5, fd2a, 4da1, aafb, b4e4, 85da, b406, 0278, 26cf, 15c7, 10b5, da22, 50f1, ecaade2015_127w24, bffc, acadia14_445al, befd, da03, 9d8f, ecaade2013r_002x1, 23ea, 9dc6, 7333, 9c16, ecaade2014_011i2, 3b96, acadia14projects_247h, 5e5c, 2936, ijac201513303l11, 8ff8, 80f6, 3e2a, 15a7, fae0, 4440, ecaade2015_116d23, ecaade2014_014f3, 6410, 39b2, a864, 3a17, 570c, 8432, ecaade2016_074n21, d021, 4fc5, 80a1, 5285, 01ad, ecaade2014_057o14, sigradi2015_9.152m16, sigradi2013_244n, fe2a, c69f, 6533, 8361, sigradi2016_756b, cc13, aa2a, ijac201614105i5, b3d7, caadria2016_703k30, acadia14_463m, 71b6, ecaade2014_089z21, 44df, 7905, f0db, 443e, 2277, 9f4a, caadria2016_797n33, c016, ijac201412403u6, f3ec, 5ebe, d2e3, fded, 4da0, 8629, b8e3, 7f3b, c5a7, 45cd, acadia14projects_63at, f284, 380e, 48f5, cdf7, ebf3, f60f, ascaad2016_040x15, 2713, e96f, 8f5a, d6f0, 8c15, sigradi2016_625oo, 36e1, 86f6, 4c4f, sigradi2013_387f, 8afe, 9dd3, 3b67, e8e9, e685, b355, sigradi2013_401t, acadia14projects_291e, 8cd5, 41ec, acadia15_57g2, c5de, 6e24, bd83, ecaade2014_089o21, 537e, b7e9, e316, 39cd, 1002, ijac201614208w12, ijac201513303w10, 47fe, f412, 466b, 1349, c715, 1b01, cede, 7e35, c532, ba85, c767, 3a98, 5443, dbee, 869b, 2026, 647d, 1c1c, 7064, 0056, 71de, 8031, 8b9a, 11e3, e630, caadria2015_190i28, caadria2016_209u9, caadria2017_018x7, 31c3, b6ae, ed3a, dc73, ecaade2014_232v59, ed82, caadria2016_735t31, 4e8b, b3d2, e342, 5c63, 1a7c, 4454, 9e5e, 81d7, c08d, 6ed5, 3781, c565, bb05, acadia14_699h, 6286, caadria2017_047a15, d17a, 8d10, 4846, 5c60, d960, ecaade2015_293f64, 0a56, 7e5b, 6e5d, c981, 4a16, 7a80, 65f6, 9a49, 2fef, b2d7, 203d, acadia14projects_435ar, acadia14projects_637ag, de32, cc46, e408, bc97, acadia14_153c, d9ee, 8f40, 79e8, b1bc, a7f7, 34ed, 47e9, 8067, c7bc, sigradi2013_43u, 0d1b, cf3a, 005e, aaff, 1033, e17c, ecaade2015_113l21, bf55, b236, f6b3, 5d60, 3291, db21, 5236, ecaade2014_168j41, b047, 927f, sigradi2014_077g7, c2bf, 4fd6, 16c6, 9fab, 539d, 5dfa, ef46, acadia16_140x10, ijac201412203y1, ecaade2015_304f67, 2d57, 96c6, 247b, fbf2, 932a, 12f6, ijac201513102v1, a417, 72f1, bc5d, fe5f, e549, acadia14_339ah, ascaad2016_022l9, c50c, 7fc9, a7e5, eb35, 04ed, e7f4, 75ee, 4a69, 7cf3, caadria2017_124l33, 632a, ijac201412201f1, 8f20, ecaade2014_120k27, sigradi2015_6.327s8, 9714, 53c8, 802c, d119, 48d4, 8f6a, 1295, dd5f, 4c20, acadia14projects_117ay, caadria2017_110j29, sigradi2014_293v4, 618f, ecaade2014_052e13, 92dc, bb26, 3d87, d543, 13cb, 669a, 39d4, ecaade2015_129h25, eb2a, 7b95, 1faf, 5f4a, 9823, 2047, ef9e, 2395, 522e, acadia14projects_531w, 4d83, a4ee, ec9f, sigradi2013_206, ecaade2014_237t60, 1ba4, e115, c875, 2c00, sigradi2015_10.309y21, ecaade2016_021d6, fd9a, 6173, 43a4, 8c02, 7d2f, caadria2016_797l33, 83aa, 0c88, 4cc4, 7795, c57f, 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