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 ecaade2009_010
authors Ostwald, Michael; Vaughan, Josephine
year 2009
title A Data-Cluster Analysis of Façade Complexity in the Early House Designs of Peter Eisenman
source Computation: The New Realm of Architectural Design [27th eCAADe Conference Proceedings / ISBN 978-0-9541183-8-9] Istanbul (Turkey) 16-19 September 2009, pp. 729-736
wos WOS:000334282200088
summary Relatively few quantifiable and objective methods exist for the analysis of architectural elevations. Only one of these methods has been repeated by multiple researchers and used for the analysis of a wide range of historic and modern buildings and architectural types. In the present paper, the computational variation of this method–the fractal approach to determining characteristic visual complexity–is applied to the early house designs of Peter Eisenman. The results of this analysis are then subjected, for the first time, to cluster analysis in an attempt to uncover patterns in the way in which Eisenman’s houses are shaped by orientation, address and permeability. Such an analysis is of interest because Eisenman argues that he set out to design these early houses without regard for such factors. The paper concludes that the mathematical data generally supports Eisenman’s contentions regarding his Houses I, II, III, IV and VI.
keywords Visual complexity, fractal analysis, data-clustering, Peter Eisenman
series eCAADe
email Michael.Ostwald@newcastle.edu.au, Josephine.Vaughan@newcastle.edu.au
full text file.pdf (784,155 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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acadia17_648hh, ecaade2017_057w, sigradi2016_637s, caadria2015_176r26, caadria2016_735n31, 2553, 0b10, sigradi2014_276t2, 0eeb, ca9a, 61fc, 1ed1, 8364, 9193, ecaade2016_210c54, ace1, a574, ce06, acadia17_413bb, 2036, 27d9, c0d3, 802b, 87e3, e9d7, ecaade2015_227h50, acadia17_70ee, caadria2016_177z7, ecaade2014_149z34, 42c8, 9fa4, 44cc, b972, 5149, 746e, e618, d049, 2e8d, 6028, ijac201412403u6, acadia16_12t1, 532c, 4128, ascaad2016_031j12, 94a8, 0e65, 9834, fc61, a0a4, 943d, f1ab, sigradi2015_sp_2.112l29, 2748, d8e6, ijac201614202e8, 1582, 9c55, e392, 3252, ascaad2014_014r8, c91d, a5d8, sigradi2013_41e, sigradi2013_343d, eca5, 089d, fc52, ijac201715105yy, 735a, d0d5, a675, ded3, 97db, 36e5, f195, 7125, 182b, 7217, 8e31, b3ef, 9452, e275, 0333, 28a0, ecaade2015_164t34, 66e6, fa86, 0341, 7d45, 0ed5, 7d10, e302, 6bde, ca35, c7df, 86b9, 4b7e, c6fd, 6d32, a2a4, a010, sigradi2013_342j, a421, 573a, 9618, 9b64, ab79, 261b, ecaade2014_175o43, ijac201715203yy, 2d78, 6b34, 8745, ccc1, cd38, cdf5, 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caadria2015_124h20, 5fb3, 87bc, e25e, ecaade2017_306k, d3bf, 02a9, 9c9b, db96, 80c2, acadia17_534yy, 7c67, 48bc, 995a, 3bbd, 36d7, caadria2017_005a3, 100a, f56a, 3240, 662e, 6492, e7a2, d9d9, e72f, acadia14_487h, c70a, 1563, 5c70, 9e09, acadia14projects_539g, de43, caadria2015_233d35, caadria2015_090x14, a9d7, 2ddb, bb34, d0d3, 9e4b, cf7f, 9cb9, d7d8, dd50, 642e, 8c35, ecaade2015_21a4, ef76, e784, ecaade2016_130p36, 6666, 1b20, d25e, ecaade2015_169e35, acadia17_62c, deef, 3a48, e2d5, 5a33, 2a35, f0ef, fbca, af0f, acadia16_62s4, 829e, 4418, 8508, bff5, 5e6c, 58b0, b60f, caadria2016_229x10, 9f42, b0e6, aa45, 1db8, a488, f144, 291d, f194, fd5e, e162, 9906, caadria2017_079e24, ijac201412408f2, 07d0, caadria2016_013p1, ae15, 2fd1, aab4, 2ad5, 5392, acadia16_174h12, b7b5, 00cf, ecaade2017_100d, 448e, 7daf, 41cd, caadria2017_174s42, b787, 7e50, caadria2017_134y35, f18b, 3444, 5d89, 12da, 66a9, 9bfd, sigradi2015_8.189p13, 2320, 82d9, 4071, caadria2017_124o33, 5c06, ef1c, b1d6, b797, 3ec1, 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c73a, d15f, 4437, ecaade2016_136j38, ecaade2017_039h, 0694, 3902, 9d33, ijac201412407d1, e771, caadria2015_206u29, acadia17_284j, 74f9, 79e6, 1b55, 07f1, 3934, 0644, ijac201412201r1, b7e5, sigradi2014_239b9, ecaade2015_138v27, acadia14projects_565x, 35e9, 8aa3, 9c17, c79e, 088c, a693, ecaade2016_025n7, 5deb, caadria2015_130s21, fac7, 1bb3, 4d02, f551, 0989, cfcb, ecaade2017_203w, 29f2, 3952, caadria2017_051g17, a859, 09df, caadria2016_457j19, d27d, ecaade2015_86j17, 2c85, ecaade2015_170y35, c4a1, acadia15_395a17, 47c2, 738a, 56c3, 3cff, 8dab, 7c21, 0163, ecaade2017_212oo, e7d2, f75f, sigradi2015_3.43l2, 3f5d, 5e5a, 0de9, b206, 9842, ad22, 0312, a180, ceb9, 6986, fa31, bb2d, ecaade2014_141f32, caadria2016_281h12, df98, sigradi2013_407c, a127, c7d5, 1c53, acadia17_82u, 8c2b, 147f, 003a, 1e60, 4cee, 784f, sigradi2013_280, ecaade2014_088i21, afa8, 10f8, c505, 0176, 0d33, ijac201513301x9, 12f8, dc26, 5e0b, 0bcd, b6b3, sigradi2016_534ll, f812, 1b72, caadria2017_015p5, 35e0, cbf3, 1f8e, 9b3b, 2b6b, 1b14, 4286, ecaade2017_268gg, acadia17_464mm, ecaade2014_218n55, b006, ecaade2017_184ii, cf37, 2ba4, c6d2, 4780, caadria2015_048p5, c0e6, 35a6, ec01, ecaade2016_065f16, ecaade2014_182x45, c87d, sigradi2013_155e, af10, ecaade2017_105vv, d223, cbdc, 18f5, c96d, caadria2015_002b1, e695, acadia17_640w, 7ac9, b1c7, acadia17_230xx, 25b7, acadia14_463ax, 14f8, fd3c, b44d, d578, 3201, 6c46, 0074, 6e3e, acadia17_222e, baf6, 02e0, 080e, bb2b, c477, ascaad2016_028u11, ac9e, ecaade2017_038mm, acadia16_254b16, 4fb5, 34de, ecaade2016_bkom65, acadia14projects_539d, ijac201614303f2, b2c9, 408e, ecaade2014_168e41, 8f16, 4771, 2d9f, caadria2017_145a38, e365, sigradi2015_13.181p28, 3ec4, 7e33, 7f4f, ecd4, 65cc, 034d, d5e2, 3981, 37d9, ba60, 04e1, 38c2, ecaade2017_199ii, 8196, 9476, 6706, cd2d, a811, ae21, 2b15, fb66, 273d, 6c2a, 84a8, d315, sigradi2013_267c, 66e1, 7f6c, 1c2e, 0a03, 7341, caadria2017_051k16, ea54, c5f3, acadia14projects_427an, e3d4, c563, acadia17_552i, 79f8, 05ae, 0e0e, c4ef, 47c4, eec0, ecaade2017_017f, 340d, f216, 0054, a8ad, ac09, eab1, acadia14projects_479a, 2b0f, acadia17_390kk, ecaade2015_207n46, ebb1, f665, dfbd, 29a4, e87c, eae3, a7bd, ascaad2014_016d9, b247, b343, ecaade2014_186w47, 3657, 5717, f9cc, ecaade2016_097u26, ecaade2014_055w13, 44b7, acadia16_78p5, c43e, b9ee, sigradi2016_732b, ecaade2017_253x, acadia14_655ae, b85b, 9abc, 5ca6, c759, 435f, ijac201412306z2, ecaade2015_115y22, c5dc, ascaad2014_015a9, acadia17_650ww, b6d4, 6553, acadia14_579aw, cf0c, f5c3, c141, cc5f, a55d, ec4e, c5e3, 23b2, ecaade2016_ws-afuturep67, db6f, acadia15_57l2, 323d, c6a7, ijac201412302m7, 952c, ijac201715104v, e714, f404, 5b18, bcd2, 991d, 19b8, e54e, c06e, 1060, 7a2b, 0b46, ea70, de30, feb8, sigradi2013_62v, ecaade2014_010i1, ecaade2015_205w44, 8890, 7e1a, 4a5b, acadia14projects_699b, 3753, 608f, fece, 79e9, ecaade2015_25h5, 43c4, bc5a, 00ba, 10b9, sigradi2015_9.347k17, cc5c, 9b85, a893, 785d, ascaad2016_058e23, ecaade2015_221y48, c919, d3a0, 687a, f4aa, ecf8, ecaade2015_175r37, acadia16_124h9, 42bb, 029c, 0740, 5cf9, 21e8, 392c, 8106, 5b08, ecaade2016_102f28, ecaade2015_202h44, sigradi2016_654yy, 4df6, 13c2, 7ccf, 4cb9, 2d23, 5de6, 525c, c557, c69a, e7df, e2a5, 535d, 90f8, a9bc, 594d, b27e, acadia17_340z, ecaade2017_280a, 378c, 939c, 6b5a, 8e29, 2e66, ijac201513206r9, bf6f, a86f, cef8, 782a, caadria2017_165u41, 05fb, af67, d43c, sigradi2013_407, b50b, 1d11, 87ab, c262, ecaade2017_047v, 923c, dfe3, 88cb, e8d1, acadia16_224x14, fd50, 1858, eff1, 37be, e32a, 633a, f682, caadria2016_539d23, 1715, 8c8c, 75e6, d90b, caadria2015_060p6, dd5e, 3e3a, 0d5c, 56f4, sigradi2014_186d6, f187, c01b, e386, d4ff, b2a2, 5597, 4483, f1f6, 0198, ecaade2015_217f48, ecaade2013r_004d4, acadia14_473ak, 76ef, 9d51, d8bf, a415, fbc7, b59d, 8b55, 5eb7, 02ce, b01d, sigradi2016_484mm, f221, sigradi2014_103w8, ecaade2014_155v37, 86e9, 2f28, 32fc, c0c7, 9043, f0b3, 3c91, 7134, caadria2017_046n14, 114b, 7f80, 2f42, 4394, f907, ecaade2014_070k16, acadia17_473uu, 6f0e, sigradi2015_5.384o7, ecaade2017_050d, acadia17_284n, 3238, c39e, 0e63, df1c, ascaad2014_035o1, 89de, 04ae, 968e, d3e3, sigradi2013_303g, 313b, ecaade2017_163j, dfd7, 5ac7, sigradi2016_385uu, acadia14_339aa, f4ba, a155, aaa4, aa6d, cd1c, 83cd, 0d18, e83d, 1599, 6736, 8eae, 0f91, ijac201614403g2, 8650, 3a2f, 7d75, e277, 8d86, acadia16_344r20, 58cd, b63a, ecaade2015_227f50, 9d70, caadria2015_130o21, 5359, da7c, sigradi2015_8.41z10, aabd, 34cd, d1ab, 05af, d794, ascaad2014_008a5, 4858, ijac201513102v1, 7601, d1a4, 82e7, 7eac, 798d, 53c7, sigradi2014_263y9, 4f36, 3d38, c074, 8ae8, 3e58, 574f, 1c69, acadia14projects_43at, 03a0, acadia16_78z5, 1ebd, f3f6, acadia17_340v, ecaade2014_153f37, 485b, 24f1, e95e, 9764, 720c, aeaa, 0133, 5b1f, b5c4, caadria2016_435n18, 9b95, acadia14projects_517s, 8df4, bdbf, 0936, d1eb, ecaade2017_109ii, caadria2015_170s25, 67f9, 634e, sigradi2016_571zz, b413, ecaade2017_083nn, c9a5, 8232, e407, acadia17_265v, d02d, e4c9, f4e2, ascaad2014_033f1, ijac201412408j2, 0459, d3e2, 5998, 3c08, 3807, f7f6, 6363, bda7, sigradi2015_11.8k23, ecaade2015_59h11, caadria2015_049i6, 8464, e335, 6ebb, f23d, acadia16_470m27, f795, 10e2, c730, 9303, 94a2, acadia15_311j12, ecaade2017_192n, caadria2017_074m23, 2adb, 5944, 0f4a, 6800, 116f, 3aa6, 93da, 88d3, sigradi2016_814d, ijac201513201i5, ecaade2017_032k, f2e9, 2444, ecaade2015_317d69, 52ee, c280, bfc7, ecaade2014_050e12, 0157, ijac201412404s7, fb29, ffd7, acadia17_608ff, sigradi2016_400j, 4c4f, caadria2016_177t7, a173, ff5a, 9e9d, 1402, 1bfa, efcc, ffb9, bb4f, b214, ijac201614307n4, a304, 6742, c54e, a7c9, dc7a, 79ad, 7569, 7631, f2ad, 4ffb, b253, 23f7, 5772, caadria2015_126d21, d242, sigradi2015_10.74m18, ascaad2016_003f2, 6b82, 4c96, 4f04, 90bc, bea6, 0ff7, fe19, c23c, 60c6, 94e4, ed8b, caadria2015_073r10, acadia17_590zz, f698, 7e2a, 8b7e, fde2, 2697, acadia14projects_153h, 1c22, 9c4a, a00c, cafd, acadia14_375h, ijac201412303h9, caadria2017_016d7, a871, 0a30, 8cd7, f93b, 98b9, ef56, 04d8, ecaade2015_73j14, 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4499, 774f, 0e0f, 6ed2, 8eb5, sigradi2016_383jj, 28e0, 397f, ecaade2016_130u36, acadia15_173s6, 4f1d, 2307, 3689, dc3c, 02fc, sigradi2015_4.219w6, e973, bfc8, b476, f28b, 6ea2, 53ad, 7e53, ffd4, a0b3, c2f3, 0a9d, 6b7e, 7d39, a0a1, acadia14_339y, 6484, c9ff, ijac201412301d6, ecaade2015_336z72, d882, acadia14_199aa, ecaade2017_122b, 4935, 5a97, 4e77, 3425, ecaade2017_116a, ascaad2014_008m4, d4e6, caadria2017_190z45, b960, 5cd8, 2bb1, 6cb2, 1c65, d7b5, sigradi2015_2.162p1, cd0a, dfa8, 4ac7, ecaade2013r_008n5, 0688, de90, 2520, 310d, acadia17_283uu, acadia17_52j, a016, acadia14_555f, ecaade2017_038nn, df53, 5800, 93f7, ecaade2017_230a, ecaade2015_285g62, da63, 99a1, eb9b, 574a, 4ac1, 1801, 1781, 3a02, 9fff, 38e0, 9c51, d24f, 6f06, ba81, 6a98, e929, 3ed6, 6e38, acadia14_63ac, sigradi2014_339c8, acadia17_283a, 1d1f, acadia14_375g, 8bb4, 5eac, f98b, acadia14_549v, acadia14_339ao, 5d5b, 95c9, de70, a25f, acadia17_162s, 2fc2, e735, bddd, f29c, 391b, ijac201614104b4, 598c, 3829, ac2b, 6906, ef10, a17b, 3219, 35b1, d2c5, ascaad2016_041m16, 3730, 7302, 21dc, 6575, 3036, 1a2f, 1b99, acadia17_640ee, 0fb0, cd2c, acadia17_52h, d64c, ecaade2015_318y69, 79c5, 1156, d5a1, 36c2, d310, 31a8, ecaade2017_002c, 0e8b, b6f0, 01eb, a2ad, 9179, caadria2017_122x31, acadia17_382tt, c1d3, 01e2, ijac201614308w4, 9453, ecaade2016_126p34, ef3d, caadria2017_142n37, ecaade2017_109hh, c128, aabc, 886a, ab4f, f2bc, 97ab, d38c, ab63, d88b, 9a4a, 6a0d, 88c5, 1789, fe8e, d52d, 03e6, sigradi2014_045f4, caadria2017_003b2, 5bea, 5fbf, f6d2, acadia17_512aa, d4be, 01d1, ebab, 5afb, sigradi2016_534jj, ecaade2014_072g17, 144d, 98ca, 5547, 7cce, bd2d, 3edb, 2f4b, caadria2017_127i34, ascaad2014_024z5, 2311, ecaade2015_215s47, 5164, db86, 2dd6, b0be, 660c, 9484, 36cd, 2770, e62c, ascaad2016_027x10, 73d0, 026d, d848, 5f00, 2664, 297c, caadria2015_010x1, d45e, acadia15_371k16, 79a6, e6cf, sigradi2015_sp_10.311l31, 808d, acadia14_655w, sigradi2016_814o, sigradi2014_144t2, f428, bb27, sigradi2015_11.142h25, b23a, ee4a, 4d54, sigradi2013_400o, 75da, 1ce1, 8b2e, 3ccd, 0201, ab58, 2bb5, ecaade2017_098ll, 75dc, sigradi2014_132s1, 0f66, dacc, bf88, 2d8e, 490b, a44a, 8530, 1c70, 0443, acadia14projects_75c, ecaade2017_006pp, bc9c, 794d, bdb8, 7f78, fc6e, 1651, af12, c326, ecaade2015_240v54, bbf1, 76a2, 8ffd, 9f9f, 4595, 52e2, 55a4, 4fe2, acadia17_292w, 1b7b, 2ea6, ccb1, 2706, 766a, 8fa5, e78e, cb56, f3e7, e1c2, e491, b1b5, ecaade2016_130b37, 5879, 7d83, ijac201614308e5, ecaade2016_023v6, 6521, ecaade2016_040r10, 87de, bc9a, 64a1, 0ae3, ecaade2014_176o44, e71c, a69f, 7111, 3c7d, aec5, d462, f7cf, 7be9, fb1f, dd96, 9fd6, ecaade2017_230vv, acadia16_382t23, aaf6, fccc, a238, cef5, 9e05, 0c41, 0fad, d932, 5966, f19c, 320a, ec33, 7171, 46d8, b677, sigradi2015_11.165r25, 29a2, 11e6, a565, 84b8, 53aa, acadia14_63ah, 522b, ecaade2015_100b20, 95d1, e4bd, ascaad2016_030c12, 4d0d, d31d, e4b4, e4c4, 1d3b, 8a89, 88ca, ijac201715202r, bcd0, ecaade2014_218u55, sigradi2015_8.47d11, bdc5, 9a11, c721, aefd, 9679, 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caadria2015_087f14, 13d7, 4c24, ascaad2014_014b8, 1270, 9190, 6ae4, eb93, e463, 6880, acadia16_184i12, acfd, e5fe, ecaade2016_105f29, f4e6, 0339, 82e3, caadria2017_041c13, b7d5, 4356, 06cc, ijac201614301c1, 85d5, f0b0, ff30, d2f8, 47e9, ecaade2016_104w28, acadia15_311g12, ddb4, 4eb4, 1ec5, 5965, 9b8b, b0e3, acadia14_479ap, 8613, acadia16_372d23, acadia14_609al, 9cd8, c826, d408, c0c5, f525, 6fe1, e6a0, 13a5, c637, d9b5, 2cb6, 797e, caadria2017_182v43, ijac201614309h6, acadia17_500mm, a4de, 0ab4, 8129, acadia14_177ah, 2d87, ecaade2016_130s36, 1120, c49b, f925, c8ea, ecaade2017_277ww, 5bc4, e968, 3db2, a78a, dbce, ijac201715204ss, acadia16_298g18, d35f, 2482, aa99, ijac201614206a11, 17c1, 8c0b, acadia17_637ww, 1f86, b7aa, 697e, ecaade2017_046c, sigradi2015_9.141j16, acadia14_565l, acadia17_36aa, c4ab, 55e1, b550, ecaade2014_214z54, e9a7, 402b, ijac201412408c2, 544e, 7927, ecaade2014_018a5, 913f, 924f, 04d0, d4dd, fa67, da6b, 3d70, ecaade2017_041t, 18d1, 5c47, ead4, ecaade2015_13l1, 965c, ijac201412402x4, 987d, 392e, bccd, acadia17_600u, e1e6, b9fd, 96a3, 7b62, acadia17_163hh, 5219, 5ea6, ecaade2014_070t16, 1d09, sigradi2014_074m6, 90a5, d6b6, ecaade2016_163y45, acadia17_221w, 11b6, 69bf, 40aa, dc78, 007b, caadria2017_016g6, f21c, 47a8, b15e, b5d0, 24c5, 4646, 5ca1, 8521, 6072, acadia14_167y, e41c, ecaade2015_233c53, 70c6, 7068, ascaad2014_014v7, 2207, 14d7, 7a9d, acadia15_203f8, 4688, 4692, 9a8a, 2a79, 7051, 9c6d, b030, fba8, 0347, be6c, 7839, ab37, ad43, 9b5b, e650, 123f, sigradi2016_647mm, bfbf, ed57, 7eb6, 454e, acadia14_117f, ijac201614308u5, ecaade2017_199nn, 104f, 6f58, 8c59, 258c, caadria2015_111o17, fc0d, 8389, 3026, d9b8, b4ba, b568, caadria2015_090f15, 0b31, 2bb3, acadia17_72d, 4f03, e942, ecaade2016_047e13, fb30, 923a, cfd0, 5627, 8042, 08d6, 22ac, f3cd, 2d91, caadria2017_016l6, ca43, c8bc, 1cf5, caadria2016_601e25, 94c3, 735c, sigradi2013_347p, ec77, a07d, sigradi2014_151j3, 3efc, fe50, 30cc, 62c4, 5dfc, 985b, 71a3, ecaade2017_264d, c5bd, e0e8, acadia14projects_565t, 1569, 59ed, 2797, 87f2, caadria2016_197l9, 880a, f470, 54bf, 38f1, 95c2, ecaade2015_241t55, 39d7, 8834, d840, fbcb, 8908, 4c08, 7dd7, ecaade2016_228h61, d428, caadria2015_069r8, a95a, 03c5, e68d, 7cd0, 30b9, dfce, 59e4, dc85, 7885, caadria2016_579p24, 6d20, d6ec, bff8, 0a38, 270f, d98b, 8926, ecaade2017_089dd, f92e, 8bc1, acadia17_62vv, b286, cc31, bcab, sigradi2013_401k, b82f, 9586, cccc, becb, 1df5, ijac201513101g1, 00dd, 0c95, ecaade2016_132r37, acadia14projects_53r, 7663, 8082, ecaade2014_149j35, caadria2016_611i26, 4f32, 1798, caadria2015_208l31, sigradi2014_036p2, 72ff, 2ff9, sigradi2014_316u6, 495e, 9f5a, acadia14projects_463ay, 7639, 0e13, 45a3, 340e, d058, ecaade2015_144i31, 799a, 3313, 5181, 8ed9, ijac201513105b4, 00c7, 7e6d, dd38, a8a8, 82e2, f643, d7db, 0169, b55b, sigradi2014_041f3, ijac201513104j3, 99b6, 0f3d, 6168, ecaade2016_120e33, ab7a, aaca, 6802, ecaade2017_021m, c559, 3f57, ecaade2013r_019w9, ecaade2017_130tt, sigradi2014_345o9, ecaade2013r_002b2, 09e8, ecaade2016_132h37, 10a4, 925b, 3905, 2af9, caadria2015_070y8, c264, 3e4e, 160e, 9bcb, 37f5, a3a3, e114, 17d9, acadia16_12g2, sigradi2015_3.11c2, 78de, acadia15_451v19, ab81, c24c, ecaade2015_271b60, bcc1, 1cd2, ed81, 4383, 8aef, 9bd6, 3268, aa74, f441, 4eac, 49f9, ijac201614407k4, c9f9, 290a, c684, ijac201412307g3, 35ea, 1dee, 0d67, 1ea3, 19e1, caadria2015_014v2, 6071, 0976, e16f, sigradi2015_sp_4.275t29, 1321, 8ce5, cd1f, 833b, cc44, sigradi2016_488t, 9dc3, c94a, 7f8d, ecaade2016_110f30, 5e40, 2f2e, 6f52, ecaade2014_072s17, c99f, 227c, 77c8, a171, 55b4, acadia14_33ai, 1def, 5f55, sigradi2013_10a, e994, ecaade2016_165x46, c2f9, 6066, e46c, 6f84, 9261, 614d, f6e1, ecf0, ecaade2015_100s19, acadia14_463l, 39a1, 9315, 70ee, 8f96, sigradi2013_234g, ijac201614405h3, 581f, 83a9, 249b, b727, ab6a, sigradi2014_097p8, 74fd, ecaade2014_138f30, c743, 174f, 6968, 8d07, caadria2016_529o22, e433, 8f5d, ecaade2015_297u64, 699b, 3e25, 9e00, ecaade2016_165v46, d874, ecaade2017_170i, 829b, ecaade2015_302g66, ecaade2016_120b33, 153d, 4c25, 394b, cdcb, acadia17_511uu, 8b69, 16a5, 110f, acadia16_124d9, 9b00, 8a7e, ijac201412205n4, 4abc, f3e0, acadia14_291ap, b43b, cfb8, 6e91, 6b47, 9dc6, 90f1, ijac201715104z, 4a96, 2dd4, 1d55, caadria2016_683l29, d15c, 8b16, 7a4c, 567c, ea23, 1967, ecaade2017_098rr, ecaade2014_024i7, 0ef7, 6976, ascaad2014_033d1, 4b43, ecaade2013r_018t9, 7320, 1971, 71dd, sigradi2013_54p, 4cb4, ecaade2014_019k5, 05c8, ecaade2017_254ss, 8f17, 92f0, 6a06, d185, 4c41, b1bc, 7ff8, acadia16_88w5, 86c8, a786, 1e4b, c076, sigradi2016_381v, 2247, b9d7, 622d, ecaade2014_177z44, 1b78, fb8d, 92ea, 9c18, 2b94, 7e80, de13, 52ea, 3035, 0b9e, d122, c9b7, 9caa, 6ed0, 914d, d133, 4ec1, sigradi2013_112a, 65a6, 8fc0, 2283, 48f5, acadia14projects_435ap, 9d05, c665, ecaade2017_073l, 3fe0, 962e, 4be6, a3b0, f801, 4446, caadria2017_132r35, 980f, a075, b5a1, b58d, 7f8f, 22a0, sigradi2014_128z9, f079, 3d77, bf4f, ecaade2017_098pp, 0612, ecaade2017_140ff, dca3, 19d9, b26c, 71ab, 6177, sigradi2015_8.239y13, ecaade2017_293tt, 556f, 8336, 5bdf, 1186, c923, e012, 666f, 712e, ecaade2016_067h16, 296b, 7fd5, acadia14projects_531u, ecaade2014_108d24, sigradi2013_303k, 8de6, ade1, acadia17_110cc, 7e74, 9b87, 993e, ecaade2014_030p8, 976b, f604, 838d, 1edd, ijac201614403r2, a825, 06f6, ecaade2014_224k57, 8c22, 0039, 42e3, caadria2016_343p15, 0c78, acadia15_81t2, f3ac, acadia16_62x4, acadia17_640x, bbd5, 7793, c3f0, d409, e52b, ae1f, 82e6, acadia14projects_445aj, 23d5, 0fde, 4f7f, acadia17_221ff, ijac201412401s3, fd68, 38bf, a513, 5844, b90e, 5f5e, 782b, sigradi2016_449kk, 0667, 4287, 305f, 994e, 76f7, acadia16_344f20, 7ee7, acadia17_257e, c44f, b04b, b62c, cf24, 2156, 2f7a, acadia16_402l24, cd86, acadia17_154aa, f6ad, ijac201715101l, sigradi2015_3.111b3, sigradi2015_11.142f25, e926, 7482, 31ae, c337, ascaad2016_022z8, a74a, 047a, 4c33, ecaade2017_301z, b69b, bcdc, d03d, 26f0, 6ef7, 8135, 5956, 3a87, 3afd, sigradi2013_43, 882b, 7a33, caadria2017_015u5, 66c6, ecba, 79a7, ecaade2016_002e1, f336, 55ce, 2302, 41ab, acadia17_598xx, 7fcb, b843, 4a17, d86a, b061, 20d9, acadia17_570ee, 8b8a, acadia14_699i, ecaade2016_027x7, 2752, e986, b517, 999a, ebc8, 0b4b, 6dd4, 7bc6, acadia14projects_463av, ee05, 704f, d4e0, 120d, 5816, e9fe, d703, 2f59, a864, 2c65, 3554, ecaade2014_168s41, b29b, fb8e, fde7, 3c1b, 82f0, 585e, ca77, acadia17_502ww, 539b, 5632, ecaade2013r_001p1, dcbb, a940, 2116, acadia17_520u, 7008, 913d, dcd7, acadia17_202n, a627, 3c88, 6ba7, acadia17_231r, 0c61, ecaade2015_309z67, b50a, 2d25, ef64, 48b5, ecaade2017_288kk, cc88, ascaad2016_001b1, a883, f7af, acadia14_357au, ecaade2014_053r13, sigradi2015_10.138a19, acadia17_382a, ecaade2017_049xx, ijac201412203l2, acadia17_232jj, 0673, b956, a2fe, 9c38, 5d81, 9e56, 5d39, ecaade2015_48v7, 1b94, ecaade2017_213ww, acadia14_661p, d72a, 509e, 3eb9, acadia17_90kk, a996, ecaade2015_21z3, sigradi2015_9.141c16, 13c9, 3d3f, 2275, ecaade2016_015w3, 011d, ca96, 5862, 41fc, caadria2016_851f36, f7e0, ecaade2017_293rr, caadria2016_291p12, 1f87, acadia17_153l, 56ff, caadria2016_683n29, afb8, a433, 5d21, 0bc9, f7ae, bab2, 3821, 67e1, 1518, ac3e, 01c5, 59b8, 4669, ecaade2015_115v22, ecaade2015_77s14, acadia17_177j, sigradi2013_393r, 53d1, 7de7, acadia14_427ao, 15df, cd93, 2173, bf15, 7979, af25, ddb2, ad26, d7dd, 161d, 4d04, ecaade2016_111t30, 4dd3, b7c1, 753a, 1342, ed29, 91f8, ecaade2017_091qq, caadria2016_851o36, b00d, ecaade2015_91e18, 1bd9, 84c1, 4dd2, 47a1, 629b, 9267, d876, 73f5, be31, b3bc, 9753, 62e4, e1f5, 92ed, d434, 1f4c, 65fa, 4eb2, ca95, 01d5, acadia17_581ll, 940b, 6e1a, 7e9a, 454b, 82d4, ecaade2014_167o40, a710, ecaade2016_210i54, 1f60, ijac201412203m2, 328f, 3e23, 559a, acadia14_555c, c4a0, dc54, df20, caadria2016_529u22, caadria2015_012h2, a4fb, caadria2017_057a20, 0938, b316, bc73, ecaade2014_024k7, acadia14_579ay, 1fe5, 071e, 8d67, eecd, 3dfd, 6c03, ecaade2015_152w31, 9f94, a1ae, 23cf, caadria2015_126k20, ff2e, caadria2017_147v38, acadia14_347aj, 5fde, 565e, 7f0c, 515b, ijac201513303g11, ecaade2015_225o49, efd3, f259, a1a7, caadria2016_311e14, dda9, 639b, d243, dbb8, 4591, 3a3f, 5f85, sigradi2013_359h, 0e88, 08b8, acadia14_199ac, 1baa, 4ed7, sigradi2016_602b, ijac201715202q, 75b3, ascaad2016_001d1, b7df, 6ac1, d47d, 5970, 6939, 0eb7, d40c, ecaade2015_193e40, ecaade2016_080w23, 1100, b444, cd45, acadia17_414ll, c794, 8b88, 1467, 5310, 3f45, ecc0, acadia14_365ae, b207, d696, 6559, ceb7, bf05, 9755, ecaade2017_054v, 834e, ijac201412405s8, 6568, 1070, 8cc7, 1b83, 52e6, fee5, ecaade2017_051t, 5303, 8a61, c031, d188, 49b3, fbc6, acadia17_154pp, 4bce, a035, 4a4e, 450d, 891d, 706d, sigradi2015_11.8o23, 744b, a945, 67c4, 67de, ce7e, e235, ecaade2017_194z, a081, 86c2, acadia17_201xx, ecaade2016_007m2, acadia16_382u23, 12bf, 97ea, 2658, acadia16_12k2, 46ce, 66c4, 9b97, 44b0, 5fc9, ee6a, 9b69, 8c75, 89af, a113, sigradi2016_815dd, 8f7a, 6f1b, 4eb0, d2ee, cdb7, 9601, 147c, 9b0c, a0cf, ecaade2016_118s31, acadia17_650e, 3b7c, f9cd, ed8a, ijac201513103a3, 11db, caadria2017_051c17, 9b65, 3d5b, 864e, 5ecc, ecaade2016_163s45, 8a71, ijac201614204m9, a452, 6d1f, caadria2017_132n35, 5242, 4033, ae97, eb4f, caadria2017_008f4, 1ded, ijac201614202d8, 32ad, 5f87, 76f3, 5a76, ecaade2017_202k, 3281, 0f7c, ecaade2014_239y61, 5cea, df99, 7800, bdae, 2cbc, 99ca, ecaade2017_067x, ecaade2016_073i21, ee35, 3308, cde9, 76b0, 2364, b2b1, ae98, d7b9, a980, 1aca, a9b7, fdb0, d34a, 4e29, 5a2d, 0b21, 4065, ecaade2015_33l6, c967, 7c60, ijac201715104kk, 2d76, caadria2015_078o11, f6fa, ecaade2014_173u42, acadia17_472pp, ijac201513203r7, sigradi2014_313t5, ea94, 4081, 94df, db3a, ecaade2017_220ll, 4b47, d25a, 046a, 2fa6, acadia14_435ay, 34e0, cd7a, sigradi2013_30z, 17e7, 0725, 47f7, acadia14projects_479h, b1a0, 5e5d, 0045, c695, 9f4d, sigradi2014_176c5, 0b49, sigradi2015_3.65p2, ecaade2015_83d16, adef, de2c, 1307, 4e33, 9d1a, 775b, eb45, sigradi2015_10.138v18, acadia14_709al, caadria2017_047k15, ijac201412408n2, sigradi2015_11.166c26, 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