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 acadia12_447
authors Rossi, Dino ; Nagy, Zoltan ; Schlueter, Arno
year 2012
title Adaptive Distributed Architectural Systems
source ACADIA 12: Synthetic Digital Ecologies [Proceedings of the 32nd Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-1-62407-267-3] San Francisco 18-21 October, 2012), pp. 447-456
summary Artificial Intelligence has a long and rich history in the field of architecture. Building upon this history, we clarify the term “adaptive” and its use within the field. This allows us to explore the application of adaptive systems to architectural design through the prototyping of an adaptive solar envelope (ASE). The building envelope was chosen because it is a common place to address issues of energy performance and occupant comfort and thereby offers an ideal scenario in which to explore the negotiative potential of adaptive systems in architecture. The ASE prototype addresses issues of distributed shading, solar power generation through integrated thin film photovoltaics, and daylight distribution. In addition, building envelopes, being the most publically visible part of a building, play an important role in the aesthetic result of a design. Therefore, conceiving buildings as dynamic systems with the ability to adapt to the fluctuating environments in which they exist opens new aesthetic possibilities for designers. Additionally we present examples of student work created during workshops based on the theme of integrating adaptive distributed systems into architectural design. We argue that with presently available technology, and an increased exposure of architecture students and practitioners to adaptive design techniques, adaptive architectures will soon become a regular element of the built environment.
keywords adaptive , distributed , systems , reinforcement , learning , architecture , design
series ACADIA
type normal paper
email rossi@arch.ethz.ch
full text file.pdf (420,215 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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sigradi2013_244l, ca76, sigradi2015_6.387f9, 2a74, 635a, 10ca, 9afe, 19a3, caadria2017_021h8, 6e16, fdeb, ae5f, caadria2015_213l33, dc6a, sigradi2013_205h, ecaade2015_241g55, 1971, caadria2015_176o26, 6cfd, 1fec, ecaade2016_144j40, 4733, sigradi2015_8.289e15, dfb5, acadia14projects_719j, f18d, a44b, 72f8, e463, caadria2016_631k27, 43d0, 2631, 2fca, 4819, caadria2015_090e15, acadia14projects_565t, 3313, 25bc, ascaad2014_029c8, a135, 4171, 73fe, 6d9b, sigradi2015_9.347n17, 829d, caadria2016_395u16, 62a7, 4e7e, 7e89, 6c5b, caadria2016_517v21, b6a2, 061c, 6cd3, 9e73, cdaf, 27cb, 3388, adac, 1478, 4288, ijac201412402c5, 5a42, 9d2c, 417c, 629e, d93f, ecaade2016_118t31, ecaade2015_194e41, 101f, 7ea1, 17b9, 7552, 0c62, 0835, 025f, e3fa, f106, fd7a, 18a3, 1146, 0ff5, 216d, a365, 5022, caadria2015_012c2, acadia14_589g, caadria2016_003m1, a67a, 06f5, ecaade2015_48f8, sigradi2013_429h, d880, 7a1e, 093f, dc9b, 8f54, 9304, a023, sigradi2013_194b, 4315, e38d, ecaade2015_77x14, ijac201412303f8, 40f6, 880b, ascaad2014_017y9, 2aa9, e8e8, ecfc, 9237, a5ca, 69d8, f4f2, 170f, b677, 16ac, 0ea5, a3e8, c8bf, 1ca0, f74e, caadria2016_115j5, b8cb, 0c42, 0d9e, 120f, c37c, cf73, bdbf, d8e9, c64e, c00c, 580b, c410, b67b, 130f, cae8, a953, ascaad2014_003z1, 3baa, c81e, caadria2017_062y20, 6349, 096b, 9aca, 913a, acadia14_655ah, de37, 578c, 9286, 39b3, 3ded, 278e, sigradi2015_8.264p14, 90ec, 2955, 274f, 55cf, f74d, fd1f, d50f, 7e75, 24bd, 2899, 83fc, af5f, 1ad7, ecaade2014_224g57, ecaade2016_042s11, 66d7, eb2b, 209d, ebe7, 81a4, acadia16_478b28, 79b0, ecaade2016_091k25, c2e5, 1009, cd00, d6ac, 7da2, a806, 1620, sigradi2013_313p, ecaade2016_123i34, 57b4, b16e, acadia15_81y2, 4afa, caadria2016_851t35, 1fc3, 78c2, f9b6, acadia14_125r, 929e, 75d5, 3ccc, aed8, a44f, cd4f, ecaade2014_175v43, 632c, 5d8d, fb91, caadria2017_145j38, ecaade2015_286w62, a11c, 2af0, 8304, b4f7, e5ca, e48c, b5db, 2e87, f40c, acadia14projects_229j, eb23, ef24, f5bb, acadia14_75c, 5ce5, 49be, c038, 15aa, ee09, 8e84, 84a8, ecaade2015_293c64, ecaade2016_071m19, ecaade2016_007j2, 1685, e386, 9d84, 0f0a, c426, a40b, 7edb, 616b, e32f, 4d89, 5628, 8eba, caadria2016_013j2, sigradi2015_10.140t19, 6707, eb63, 4a28, 3d29, 82f1, a57a, ecaade2015_64j13, a282, 57d0, e4f6, caf6, 9eef, ijac201614403m2, 5bed, f6e6, 0d9a, 80b4, sigradi2013_212, a602, 57d3, ea0a, 6bff, 9c71, 6b09, 0415, 0403, 76c1, 087e, 9cff, 4a26, f0f4, 9821, 7eb4, acadia16_260p16, 00de, acadia14_719h, 5a98, f415, sigradi2013_117, 0c39, bffe, d26b, caadria2017_163f40, 84aa, ecaade2015_304g67, bd4d, 7996, d9bb, 009f, 67fe, caadria2017_168a42, ecaade2014_206p53, 9ff5, ecaade2014_024i7, b8ee, f454, 8e80, ed45, ascaad2016_041p16, caadria2016_023s2, a513, sigradi2015_11.8t23, 2141, c9a2, 6dfe, 0972, acadia15_57u1, f8dc, 7c8b, acadia16_280k17, fbf9, 915a, ecaade2014_055y13, 88a7, af42, cf49, 5177, ecaade2015_138v28, f917, d8bf, a09c, 8428, acadia14_619ah, acadia14projects_531w, c59e, c373, 6f8d, 3d13, b346, 0c8b, 9f07, 58bd, ecaade2016_063u15, 3d20, sigradi2013_155f, b46e, da10, 8ae6, f9f8, 7173, 1bdc, adbf, caadria2017_047j15, 925b, f08b, b461, 2d41, acadia16_318m19, db9c, 9420, 09ec, 37e4, 44ea, 6a70, 915e, 0e53, 6d40, ecaade2015_185u39, 701a, 9a0e, 5b7e, 438c, 9a8e, acadia14projects_101ah, 038f, sigradi2016_764h, dbd8, bed7, d90b, ecaade2013r_004v3, 74b8, eb12, 7cba, c3a5, 64cb, 9a2e, caadria2015_090r14, ac2f, a8cc, 374e, 6325, 9579, ecaade2015_61p12, b903, f996, 416e, dfd1, 466b, ijac201513305e12, 62bf, ecaade2016_071a19, ijac201412403w5, 5abc, 4505, 43ff, 3da6, 9afd, 66fa, 6c18, d784, b802, 149c, 69cd, 7aa6, 7a4c, 4697, 45de, 5bf9, 99a8, da50, b618, 01e3, acadia14_81p, ecaade2014_168k41, 50b6, 218a, ecaade2013r_020p10, caadria2017_023j9, 0a39, 5a0b, c78b, c6c8, d066, 254a, 1775, 0705, 97dc, d666, af05, sigradi2016_446d, 7960, dcfd, 6c78, 9c8b, 97c6, 7550, f37d, acadia15_137k5, acadia14projects_301a, c0a2, bbf3, eb22, 1679, f21c, 4be1, d836, 9d26, c4a9, edf6, ecaade2016_136u38, sigradi2015_sp_2.112h29, 4c05, b620, b5fc, e5dd, 3fd7, ijac201513205l8, 766f, 08d9, 52a9, 2148, 5de0, 3d9f, 80b1, 2ca4, c23d, 6711, a463, 1da2, fb12, a8ec, cdf5, b77b, 7da1, ecaade2016_132o37, a411, 9f04, 1baa, 3baf, fd0c, 9dac, 02ab, ecaade2014_012t2, acadia14projects_79ab, 9100, 44ef, 68e2, a9d2, 33f1, b09e, aebd, c469, 68a7, ffc8, bbf5, f5f5, 933f, 9c15, 1f0b, e7e2, 63c9, 25ec, 72c7, 79d3, a911, 6f49, 9277, ijac201412408a2, 3b77, a9c8, 59df, 6ce6, caadria2015_049i6, 7060, 4a43, 34b2, 2999, 1703, acadia14projects_619ai, 0955, cc45, 0c57, ea6f, e69d, ba21, d05e, a7f1, sigradi2014_217f8, ecaade2015_181j39, d89f, 8242, 0e26, 50a0, 2efb, cd66, 3f46, 476b, 01ec, 9f9e, 3a4e, ecaade2014_156c38, 9582, c6b3, 1f87, d8a8, b998, 2ab7, b7ad, 553b, aae3, e978, 2f24, caadria2016_683z29, 1a6b, ae2c, 89d2, 8d27, bd5d, 0cce, ascaad2014_034l1, 0a57, cbd0, 4274, 0b87, a046, 1bfb, 35de, bedb, 3533, 6abb, ijac201513105l4, 5cac, f484, ec2c, c796, acadia14projects_719r, d477, ecaade2014_186j47, 4525, acadia14projects_365ar, sigradi2014_347t10, 8e8c, e9ce, caadria2017_008c4, caadria2017_115k30, ed13, 3c14, ecaade2016_225a61, 5869, aacf, 117b, c559, cfe1, 8ba7, f07d, 02e8, 9b3e, acadia15_123l4, sigradi2013_289n, d82f, 027b, f4de, fdbb, 283c, db94, f40f, 4c1c, eaac, dc41, 0757, e1e9, ecaade2014_175o43, ad74, 1417, 008c, a5ae, ijac201412302g7, 3f06, 7464, ijac201513102b2, 4fb5, 2be0, aaa3, 2634, 1b58, 66e9, 9895, ascaad2016_043j17, 9cc6, 6111, 429a, 8ad7, d36b, caadria2017_048s15, 4ca7, 84ab, 42f2, 6ddb, f1db, acadia14projects_555j, 6375, 9378, 678b, 5aab, fb81, 33b1, ca4a, bf83, 9c64, 70d0, ec5e, 1f3c, f176, a059, a5f5, ecaade2014_052k13, c501, ca7c, 8f8e, ecaade2015_199x42, af9d, bdf8, 2d7f, 91df, a091, 7b37, e941, 790f, 1506, 57f4, 20e4, 1b0c, 376c, 8115, e4a2, caadria2016_167b7, dcb4, 94f0, 0584, sigradi2016_455b, 6488, bae3, ed30, b692, ijac201412405j8, ecaade2014_094m22, ea03, 4f93, caadria2016_819v34, caadria2017_005y2, 796a, caadria2016_507h21, 0765, caadria2015_124t19, 17ea, acadia16_24x2, ecaade2015_180w38, ecaade2014_173x42, 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da56, 18b4, ecaade2013r_018x9, 893b, a086, cce0, c88f, c8ec, ecaade2015_81t15, 7713, 363e, e846, 58ec, ecaade2015_170w35, ff28, ecaade2014_121r27, 16b1, 5976, edcd, a5b7, caadria2017_052y17, 90c5, 896a, 09ad, ac47, a512, acadia16_72h5, b0f2, 9b68, 50ff, acadia14_497u, ff80, 79ea, e021, ecaade2016_ws-dleadn68, ecaade2016_119u32, ecaade2016_016i4, 051a, 49db, 5f3d, ascaad2014_008n4, e5db, 7ba7, 6b22, 92bf, 4264, 9b02, ecaade2015_334o72, ddaf, 06f1, 0a1e, ecaade2015_64r13, 961e, bc9a, 36bd, a89f, d62c, a108, 66ca, 2ceb, ascaad2016_004h2, 9a7a, bf80, 2cb7, ecaade2016_071u18, 554e, 3945, 2812, 664f, 1989, 78f3, 33cd, 1b14, 80ef, 4bb4, caadria2016_023m2, c299, caadria2017_009v4, 4203, 5b82, ijac201614405d4, acadia16_478j28, 1460, ecaade2016_079v23, f1bd, 2a51, c6ae, 5a19, ijac201412301b6, 444d, 0f1e, f1be, c217, cc9a, d329, b0ab, 558f, 67d0, 4703, 2b0b, 5727, 507b, 12a6, c8fa, 0052, acadia15_185t7, 93d3, 2054, 5abb, bb42, sigradi2013_397c, c9f7, b0a6, 7f26, acadia16_344m21, 52e8, a407, aedf, sigradi2014_157a4, 5cb8, sigradi2014_103x8, a66c, 85e3, 6b17, ecaade2014_149r34, 3422, c551, 7fa7, 3709, 1be9, 6a21, 01fa, 2193, sigradi2015_10.307e21, 36f9, sigradi2013_234c, ca7f, 60d3, c81a, caadria2015_077a11, ef7d, fb0a, 93b4, 27b4, 10e8, ce7f, fd71, sigradi2013_285z, fe49, 8cb2, a61d, 16f7, f9e5, ed25, acadia14projects_619ab, 60d0, 84c1, 3383, c3af, c9cc, ac16, 2202, 8ffe, 1aad, 7d7f, 86cd, 1768, beab, cbd7, c253, 28fb, ecaade2015_241f55, d7a5, 1092, 7fe2, d78c, sigradi2014_074l6, ecaade2016_127g35, caadria2016_683j29, acadia15_497m22, ad8d, 5a85, 5e64, 79ef, f7dd, 8617, 1b72, bb89, 74cf, cbf8, 73fa, 8ba4, caadria2015_117v18, 4b20, sigradi2013_244, ecaade2016_083b24, 1773, 2e5a, ecaade2015_59w10, acadia14_655v, 312f, ecaade2014_100k23, 2f9a, acadia14projects_435at, 02b8, 1654, ijac201412304y9, 8fdc, 0812, f6de, 96e7, 6af2, 3afc, ecaade2013r_003e3, ecaade2015_200r43, b3f1, sigradi2016_817i, 7ae6, 999b, a8f7, 9bba, 4361, f221, b85e, 8944, ef8f, c60d, 77b9, a5d6, 7a0a, 928e, 8dab, ecaade2014_182x45, dbf9, ab27, sigradi2015_8.186a13, 7b4f, 6538, ascaad2014_022e4, acadia14projects_589i, 482d, f8ed, bc05, 6def, fd1c, 659b, ba0b, e883, ecaade2015_285u62, 9e6a, 3c1f, 0ee8, sigradi2015_4.52k6, c715, 4898, 59ea, dfd8, f8d3, f542, a2f7, acadia15_451t19, bf97, caadria2015_170v25, df23, 9b5c, c000, cb54, 78ad, 496e, 99a5, f9dd, 524b, a164, c1a9, 9b16, d761, 5971, 813f, 789c, acadia15_223a9, ijac201412306w2, 3d01, acadia14projects_281ab, 0d43, 4b24, ecaade2014_153y36, 1a09, 6ed7, caadria2017_058s20, ec42, 1c2d, c801, b0f5, f2d6, ascaad2014_005y2, 6736, a92b, 7f32, 28bb, 6676, 5b0b, ecaade2015_269n59, 8fea, caadria2017_107x28, 0e2d, 6d28, b747, f2c6, 5e13, c889, c91e, db25, 0e5c, ijac201412204g3, sigradi2016_467s, 6705, 2cb6, 1ff2, c64f, 29d3, sigradi2015_11.34v23, ascaad2014_012k6, caadria2015_122h19, 3582, 7062, 7b8c, sigradi2013_411m, ecaade2016_239a64, f923, 166c, 1cd4, ecaade2016_068n17, e0be, 9f0e, acadia14_479s, 78be, acadia14projects_247l, 81bd, d543, e321, 5dac, e58a, b6ad, 8cdf, 7617, acadia16_214x13, 0d03, 1088, 0a86, 418a, 50bd, 7e87, acadia16_432n25, ecaade2014_198l51, 1199, 933d, 0680, 441f, c576, 728c, ecaade2016_221x56, 4d3d, ba22, def9, c2c9, acadia14_237at, caadria2017_163k40, 5d5a, d1c8, d2a5, 40b3, 7b26, 3da9, ijac201614207r11, 94e8, sigradi2016_484oo, 5049, 6ebd, e6e6, 425d, d099, 9fb7, ecaade2015_211w46, bd21, 4ff1, 11dd, db1e, 3c58, 08e6, ascaad2016_032r12, e0eb, 36e3, 9d25, ijac201513103b3, sigradi2013_244j, caadria2016_177j8, 68ac, 8d68, sigradi2013_263n, 7b58, 9415, 0731, c8e8, acadia16_344e21, 1900, 3cf7, 5610, 6421, b553, c925, ecaade2015_253r57, 2f46, fd6a, 060b, e184, eae4, eb92, 17b5, 27b0, c225, 10ab, b5ff, e94d, d13c, caadria2015_069t8, ad9b, 0478, 2821, caadria2017_021i8, 4b60, 6dd5, ecaade2014_096x22, 5ff7, 2538, sigradi2014_266j2, acadia16_244u15, sigradi2015_11.136p24, caadria2016_735v31, 1e5f, dcf9, 333e, caadria2016_219j10, 6224, 2635, 6570, f9b0, cc3e, 8f5c, ecaade2013r_012l7, 5939, 5412, 0d0d, 0e58, a378, 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ascaad2014_005n3, cd53, sigradi2015_sp_11.303o31, 5d81, 3d95, 801c, sigradi2015_8.264o14, 53cf, ecaade2015_319h70, eb43, ecaade2016_162v44, 0512, 0fc1, 3804, 3b18, 80cf, 71d9, 3c98, aac9, ijac201614307g4, 3b0e, sigradi2014_132u1, fb04, be5c, ae04, 1450, sigradi2013_184z, c07a, c2a9, f811, acadia16_478s28, 382d, 4841, ijac201412305w1, b24b, f872, b825, 6857, 292c, 020e, ecaade2016_170s48, d4aa, 2f56, 317f, 19ae, bf37, 07df, 3b94, sigradi2015_2.162m1, ecaade2016_015y3, ecaade2015_180b39, ecaade2015_215j47, ecaade2015_217j48, caadria2017_074p23, 1706, 3cea, 9d72, ijac201412402l4, ecaade2014_195j50, 3eca, 71a2, 0514, ecaade2016_048a14, 0929, 82e0, ecaade2016_045l12, 22dc, 1bf7, acadia15_497o22, d9e7, ascaad2016_004u2, a2b3, 1fc0, 24dd, ecaade2016_057p14, af6a, 14dd, 39c4, f540, e048, 388e, 96c5, ecaade2015_205w44, 23db, 08c9, 2150, d667, ijac201614206u10, d886, 30e3, ecaade2015_268f59, f52e, b967, 93ba, f51a, caadria2015_176t26, 151b, 4c09, fabb, e8f1, 77ec, 512a, 77a2, sigradi2014_030w1, bdea, caadria2017_113m29, 21f0, b360, 8efd, ijac201412204m3, b5c2, 46e2, caadria2015_213h33, e9a8, 2003, 714e, f66f, caadria2015_130w21, 4295, 0c0b, 3c27, 8af3, cb76, fde7, d339, sigradi2013_330c, 66b8, 25ca, 7f2e, 1ab3, c376, a63d, c0d7, 513b, 1f19, ijac201412201m1, 232c, 0991, 40dc, d6dc, 0c98, 34fa, 9127, 18f5, ecaade2014_127k28, 43b2, b583, 5964, b876, 1532, a258, 209b, 547c, 3652, dcd5, 290a, 02d2, 7f6c, ijac201513205e8, ecaade2014_186y46, 970e, 17d2, ecaade2016_223g58, caadria2017_182y43, 7efb, c431, 4fc7, 8262, 1b8d, a5bb, b979, 1178, a041, dc3f, c4a2, ecaade2014_057o14, 0551, 4447, 7dc5, 309c, e6e9, caadria2015_014k2, sigradi2014_145b3, 9ef0, bd8a, 5019, c390, 2b41, 63a4, 1fee, 5f56, af2a, 9676, a9bc, 674c, caadria2017_016b7, d36a, acadia14_63at, 0bbf, 8263, de01, 0899, acadia14projects_719d, 8eeb, c613, sigradi2016_809vv, b16b, acadia14projects_549u, 3668, 5c7c, 21cc, 60c2, 68d5, eb9e, acadia15_47i1, 49f5, 93c0, e1c8, 0528, 9897, 985f, 724e, b6b7, 8fa2, a377, 5b3b, 414f, f83b, 1f53, c9f6, acadia16_280t17, 2b89, 5b98, 893d, 12a4, 91e9, 3bb6, a536, 78bc, acadia15_69n2, 5b85, f1c9, fee4, 8231, cd31, e851, 0363, b972, 4ba3, 259e, 66c0, ijac201513105e4, acadia14_487g, 74bf, a798, 7022, 70ce, 07b9, 3087, ecaade2015_297z64, acc6, 6818, 1c4d, 37f7, 5a48, 8414, ijac201513102h2, caadria2017_155u39, acadia14projects_177u, 3567, ecaade2016_094p25, ecaade2014_145n33, d123, sigradi2016_363ii, 601d, 0aa1, 405c, caadria2015_126n20, caadria2017_109b29, ijac201614405c3, sigradi2013_135i, acadia15_333r13, fdd4, 3b35, c3c2, caadria2015_012g2, 1262, 05fa, ecaade2015_138l29, 44fc, 7122, abd0, 3665, be94, 82df, caadria2015_023w3, ascaad2016_041o16, 80ec, 4353, sigradi2013_343h, f9c4, ijac201412303d8, 536e, a3b3, c0cd, ecaade2016_234w62, 3770, 730c, 6971, cf3a, 3f78, 023a, a31c, ijac201412303d9, 8750, a29c, 4911, 26bc, caadria2015_002a1, 72ef, ecaade2016_102w27, acadia14_365ag, caadria2016_755m32, 40ca, c19e, sigradi2015_3.268l5, ae18, fef5, 9881, 474f, 574f, e9c0, bf8e, acadia16_344z20, 1cf6, 2210, 856f, caadria2015_096o15, 1e1e, 338f, 97ba, 5d7e, ecaade2016_068t17, 9e12, 4df1, 8d54, 182b, ijac201614105a5, 6765, 7ffb, 1082, acadia15_110z3, bcdf, ecaade2014_084d20, ecaade2016_113w30, acadia14projects_177p, 3a3c, 657a, 18fe, f4c8, a799, eb42, 73dd, d427, 859a, b6e7, f552, sigradi2014_048u4, 4225, cdae, ac98, 0255, 8b7d, 47fb, 5e8b, ecaade2014_108h24, 6309, caadria2017_040i12, 22e1, 9546, ecaade2014_192i49, 5d4a, 09ea, ecaade2015_158k33, ecaade2016_095i26, 10b3, 6016, sigradi2013_390d, d3a5, 0723, 9ba4, ecaade2015_302i66, acadia14_347av, acadia14_523ap, ce2f, 98ad, eceb, 46ac, c8f1, acadia16_140o10, 138f, 5642, ijac201614102e2, ascaad2014_009c5, 405a, ijac201513303r10, acadia16_12k1, caadria2015_010w1, b08c, 6ad7, a9ae, b3b0, ecaade2016_119y32, ecaade2016_230w61, caadria2016_167g7, 66ee, e3e0, e17c, aadd, 3b36, 0b77, de3a, 6260, 99ad, 9463, ascaad2016_003u1, fb8e, e9d6, b6ea, f161, b04e, 7d9a, ed19, ecaade2015_280g61, ijac201513304b12, 9bca, f00e, 93d2, 7fb9, d45c, 6c22, 77ff, 80ed, 66c4, caadria2017_183f44, 2825, d6e6, d58c, 4ba5, 1950, 4052, sigradi2013_259h, 135c, 078c, acadia14_601ag, 86e6, d575, 3469, 558a, cd37, 4157, 79a1, ae29, 6565, caadria2017_057x19, 4751, d6f0, 0c65, dcb3, 99b1, acadia15_47g1, ecaade2013r_009n6, ecaade2016_089g25, f439, 70f4, e292, 707e, 1c03, 6ced, f11e, d4e0, a01c, 9e9a, 6338, 01b9, acadia14_43ar, sigradi2013_28r, 3c9f, 1984, 47bc, 975c, a533, ad0f, 6656, d977, ijac201412408f2, 1d9f, 125b, b879, c9c4, 8c92, aeda, 4371, acadia14_63ad, c562, acadia14_247z, 881c, 49fb, 545b, 7d74, ijac201412406j9, sigradi2015_11.142i25, 9052, 76b1, df87, bde7, accf, 833d, ecaade2016_182r49, 541e, bb4b, ecaade2014_071y16, 69a3, 66a9, 4766, 0ecf, 5803, 739c, fc0a, d3fe, fbe4, 1871, aaf6, 18eb, 05da, 99e4, a181, 808a, caadria2015_130l21, ijac201513203g7, 896e, acadia16_352c22, 799d, cd24, 9133, bc90, c004, e1db, 5eae, 8c13, 63db, 3714, sigradi2016_407r, 4056, 74b9, ce56, b766, bbb4, c9fd, e39d, e877, acadia15_95n3, ba6d, 9d8b, 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0034, 7a41, 0e38, 5eb9, 8603, 512f, 698f, 5216, 3fc6, 9c4c, 9722, 7e45, d6aa, 75f0, aaf5, 76ed, e558, 8429, 8e95, ecaade2015_86d17, sigradi2016_512qq, ed88, ijac201412405s8, 23c9, ee2d, ed96, 16bf, 05a0, c143, acadia14_463at, caadria2016_271b12, e6f1, 2aee, 2c60, 04e1, 03a8, 262f, 70b6, 5dc2, a6e9, eb57, 10f0, d76e, 96f0, b10a, 0ac1, sigradi2013_268i, 921e, sigradi2013_327t, 8618, 444b, f94f, caadria2016_487o20, 8197, 5c6f, 7fb2, ecaade2016_222x57, 4b9a, 489e, ecaade2015_237o54, 5e2a, d41e, eefa, c270, 6cec, eda1, ijac201513105b5, 94a5, e7a5, 1ba6, 3009, 2922, 4cfc, 04df, ascaad2016_018l7, 6673, 138c, 593d, caadria2015_096m15, caadria2016_055r3, caadria2016_693b30, 021f, 6a15, 1f9e, b636, 5ee5, 6d2c, ecaade2014_224t56, sigradi2013_303u, c158, 909d, da80, 3d30, 7726, caadria2017_136s36, e3d7, 5fa2, a3bb, 76a8, caadria2015_087z13, dd74, 527d, df55, 6a03, 7ddc, 5624, a90d, f817, ecaade2016_223y58, 2b1b, b6e1, 7146, 907a, dc49, 2964, c2d3, 2261, ijac201412205r4, 83e7, ecaade2016_183s49, 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5257, cbf6, 1061, 2721, 26ea, 1c25, aa88, c542, 5e36, sigradi2014_037z2, 25ea, acadia14_699j, b7db, c949, 1b5e, bc5e, 4ad8, 0b24, 1fed, 3fee, ebea, ff9b, 35dc, 4c11, 7cc8, 685a, 0508, 9fbc, fbeb, acadia14_627e, a776, ecaade2016_025l7, 2b50, caadria2015_084x12, a86a, 0721, 667c, 53c9, 4f3b, f805, f2d1, 21b7, a509, ecaade2015_217a48, 8b43, 41b8, 4e23, 878f, deae, 7201, e50a, 18e1, 0ef2, f052, 39fb, dfaa, 5cd9, ee76, acadia14projects_661d, ijac201614206d11, 2ffa, acadia16_236h15, 36b7, 6ae0, 716e, 08a3, bb3c, a944, 5a0d, ecaade2014_175z43, dd0b, 5c10, 2125, ascaad2016_030c12, a32a, fe70, d725, 7f8e, 3b91, 6303, 58a9, 7a32, ecaade2014_049y11, dda0, c2a7, cd88, 88d2, 2423, 7d2a, dedd, a6ab, e865, 8a11, ecaade2016_221t56, 03c6, ecaade2016_011y2, ef7f, 00e8, 9f8a, 0f59, a132, caadria2016_631j27, 6eb8, b0fb, sigradi2015_7.203f10, 8fa6, ae1e, 5b51, 19f5, acadia14_609ah, 8054, 246f, ae43, fa27, e491, 0a61, 6b4c, sigradi2014_097k8, 982e, 23e7, a681, e529, sigradi2016_517r, ascaad2016_049t20, 0667, f293, 764f, 3ba7, 25e8, 5bd6, 5c62, 5073, 125e, cadd, e3a8, ecaade2014_167p40, caadria2017_048w15, e316, ijac201513206n9, d5fa, ecaade2016_048d14, d4b5, 55d8, a31b, ecaade2014_159k39, e48e, ijac201614104i4, c40e, 23d7, ecaade2015_161k34, 8e4d, 8b82, acadia14_619ag, 30d6, ecaade2015_215h47, c2c6, 4661, bd08, b3fc, 9612, caadria2017_115i30, 02da, ecaade2014_023x6, da19, d2b9, acadia16_318k19, b73d, c478, cd5a, 55d4, sigradi2013_326n, 9802, 5546, caadria2016_673a29, 0802, 0f4e, eb37, 9626, 2d1a, e43d, f566, caadria2016_405p17, c343, c96c, cee4, 4ea9, baea, 6782, b1e2, 61cf, 6921, a405, c392, ee92, 202d, 47fe, 02fe, b08e, ijac201412301f6, 2d07, b133, 9c4d, d2b3, cdcb, eb71, ecaade2016_152v41, ef34, 2d81, 248d, 2acb, f138, 7038, 4d6b, ijac201412408r1, f279, 3f3d, 302d, 547d, 9677, 15bb, bf8c, 800c, 90f2, caadria2017_048j16, b495, 3dba, 4ee6, f216, 1e91, cd35, ijac201412301k5, a2e4, a835, 1c9b, 90a7, c20b, ecaade2016_170v48, ecaade2015_193g40, 3c16, 072a, eea6, 8adf, acadia16_298h18, 12f1, 309d, 7e70, 5df4, d231, 979e, ecaade2013r_006v4, 6d1e, ecaade2015_248r56, 32b8, 3d5e, c031, af47, 9645, cbf2, 9690, cc24, 3d6f, 7b92, 42c2, 9cf3, 3c2d, 1250, 1ab7, ddff, c55d, e293, b7ac, 08a4, 8dd8, ecaade2015_169d35, ac42, caadria2015_124e20, ecaade2015_21g4, ecaade2014_042k10, 26fb, fa72, ecaade2016_129s35, a6bc, 4c76, cf43, f4d4, cc30, ecaade2015_170k35, 6c88, ascaad2014_017j1, f7f9, 8d6f, sigradi2015_3.268f5, 709a, caadria2016_683h29, ffeb, bb92, 6703, 58a4, 3766, caadria2017_005c3, a76e, dd0c, acadia14projects_145aj, 74be, 9e46, 137f, 0741, ecaade2015_193h40, f60f, 3dff, af16, 07e6, 3a63, 353e, ijac201513103w2, ascaad2016_047z19, d133, 98f9, caadria2015_102z15, 0502, ecaade2014_130v28, sigradi2016_635i, acadia14_247g, ecaade2014_018a5, 289b, ijac201513303o11, 377b, cb04, c1d9, 9c37, 6b3a, ecaade2015_284j61, a368, b72a, 7425, sigradi2014_176e5, c39e, 3e3d, 3ec6, ebf7, 011d, ed9d, 5ba3, 8619, 345e, de2c, 16d6, sigradi2016_375h, ecaade2015_237g54, 0cb3, 1b5f, 748a, af4b, a2e8, caadria2017_070s22, 9ce5, f40b, 4c53, 3fbc, sigradi2013_117l, 336f, ecaade2015_227c50, caadria2015_218o33, acadia14projects_609as, d038, acadia14_357au, acadia14projects_609am, 8133, 44df, 45d5, 6486, d904, f29a, 1914, fb06, 122f, 5009, 6df3, ascaad2014_026s6, 8fb3, 9467, eb1d, fb53, 1fad, a3b6, 5bc6, fe47, ee20, c57e, f3fe, caadria2017_132n35, 4f58, acadia14_709ao, sigradi2016_732h, ecaade2014_195t50, f965, 3400, 144e, ac0c, 6d3d, 253b, sigradi2014_141s2, 1d2a, acadia14projects_43al, 3cae, 767d, c435, 33c0, ecaade2015_136u26, 7d4e, 6f8c, acadia14projects_479p, sigradi2016_560v, 10ad, bbd2, 2f1e, 5001, c512, b902, 2789, 23f0, caadria2017_058h20, 86dc, ecaade2015_59r11, 3052, caadria2017_048d16, 2ff9, fa6a, c921, 1dc6, ed7b, acda, 0811, 1ecf, b651, 78ff, a833, 7d3f, 4c0b, 4096, acadia16_260r16, acadia14_445ad, cde1, fd7f, 2137, 5e37, 6caf, ec1e, 52e0, 557d, 6786, 4a77, ef0e, sigradi2016_655h, 99ce, caadria2016_045c3, c2ae, dd04, 299f, 7c17, 03de, a690, 3f48, 65c5, caadria2016_023p2, 568e, 0351, 532a, 9a18, 6f0a, acadia14_125aa, ecd7, 185c, ecaade2015_241c55, 673c, ea6d, 169f, ecaade2014_018b5, 4544, d8dc, acadia16_124b9, ecaade2016_241e64, acadia16_164y11, dea4, acadia14projects_317aa, af62, 3901, acadia14projects_339ac, db99, df27, b492, ijac201513102k2, d651, c8da, 7d67, 011b, 6f57, ecaade2014_153v36, sigradi2016_408dd, 7b7a, a8c8, 622d, 4445, 1cfb, 6faf, 4fcf, d2c7, c033, 72d1, b3ca, ecaade2015_287i63, caadria2016_383t16, ecaade2016_040o10, cdfe, 6a75, ce9c, 2818, sigradi2016_752vv, de53, acadia16_106d8, 0c08, sigradi2013_359f, c254, c68b, 68f3, f302, sigradi2016_564kk, 6146, 689f, 5ff1, 3c46, b703, ecaade2016_072r20, 96c8, 3211, ecaade2016_140i39, c212, caadria2015_164f25, b1bc, acadia14_445am, 04d1, 0526, caadria2016_819o34, b744, e486, 8436, ecaade2015_247f56, 4e10, b1a0, ecaade2014_022x5, 1ad1, acadia15_323r12, ecaade2014_187e48, caadria2015_172g26, ecaade2014_015u3, 2918, 7e2b, 6f71, 2220, acadia15_371k16, 5940, a087, 14a6, f544, 49e3, 98d4, a8fd, 031b, f3de, 6dfd, c5a0, e34f, ijac201412207h5, 27ef, 7104, df1b, e346, 270c, c3a1, 7428, d65b, f862, 93b8, 1204, 89cd, 35fa, 70a9, 56fe, 24bc, bc98, adf2, a8c1, 15c7, ecaade2014_152g36, 33b4, sigradi2016_564jj, 853c, 3883, dd4d, 721b, acadia15_243x9, 1cd5, fd1b, cc73, acadia14_145s, c9e1, fa26, 5750, 70ee, f3c8, af48, edd0, acadia14projects_427ak, caadria2017_124o33, 7ac8, 565d, 4b71, 86ba, ascaad2016_038l14, 8421, 6e52, a8d0, 01e5, b9d5, 492c, 873d, 4718, 788e, eddb, c400, 9707, be48, ecaade2015_230h52, c901, ecaade2015_53g9, ff19, 15b7, ea8d, 6e27, f2da, caadria2015_176n26, ecaade2015_211z46, 9070, a269, eac3, c1c5, e61b, ijac201614205r10, ecaade2014_067e16, 1ae6, ecaade2015_196v42, 9fb9, 5765, ecaade2016_013r3, c87d, ecea, ecaade2014_149p34, 04ed, d4ca, 273b, 7ebd, 7952, ascaad2016_025p10, 201e, 061b, bd3d, 0c70, ecaade2014_218w55, 50ea, sigradi2015_6.151f8, 7a58, 58e3, acadia14projects_357ap, b1ec, 0af2, 4335, 24f1, bae1, d1c9, 2e9e, 5de7, 1022, sigradi2016_737ee, c303, bd06, 3bc6, 2848, ed70, acadia14projects_63ai, ecaade2015_138i28, dfc8, ijac201513206t9, 571f, 6279, 5add, 1e11, ab45, 7469, ijac201513202l6, 13d0, c934, b94e, 7da4, 3ef1, acadia14_117a, f3e9, 967a, 6c3a, e360, 2293, c14d, f2c7, 442b, sigradi2014_201f7, caadria2015_064u7, acadia16_106e8, fe06, 307e, 850e, e472, 3478, 66ed, cca1, 66c8, 070a, 6aa3, 696e, caadria2015_010z1, caadria2015_122r19, a7ed, 7c70, d0a5, 3606, 8e72, 0d63, 08ea, ascaad2014_014e7, c454, ef78, 3ae2, caadria2016_851e36, 114e, 6093, ijac201614103t3, ijac201614105i5, ecaade2015_13s1, f7ea, 2d78, 4ea6, 1f6a, acadia14_719r, 05c8, a07b, 67ec, caadria2016_425f18, sigradi2016_673dd, c7c8, 9523, 5bdb, e319, 4291, e93e, 80d0, caadria2015_168m25, d62f, 43fc, 9cd7, 9972, acfb, de5d, a423, acadia16_72d5, 2a6e, ecaade2015_110i21, acadia14projects_473an, b055, 2ba2, 85c7, ascaad2014_010u5, 20a4, 26bf, 6cfe, 69b2, b9d4, a7e3, 6aaa, 7240, sigradi2016_792i, acadia15_161c6, a2d7, 0a14, 0abf, 66bc, 05f8, 2968, caadria2017_183a44, be80, e791, 4dfd, 3d02, acadia14_627am, 2f6e, acadia16_116y8, cdf3, a487, ecaade2014_240l62, b4c9, 6da9, f02d, 294d, dcf6, bf74, 2b45, sigradi2015_6.387e9, e366, sigradi2014_313z5, ijac201513303c11, 2e43, 4aff, 7b66, caadria2017_048b16, b897, 8c5a, 84b6, 24da, ascaad2016_011l5, ecaade2016_065a16, de7c, 5e40, 31ad, 5483, 5ef3, ijac201614203d9, ee9e, a318, 79ed, 41fd, 430d, sigradi2015_9.347i17, a63f, 85fd, caadria2016_291d13, ecaade2015_320r70, 3ae0, b6e6, 55d1, d42f, 790d, 12f0, cbdd, 79a2, cf50, 8ad6, 4c0d, caadria2017_163r40, 5ddb, 6104, caadria2016_249j11, ee48, ecaade2016_019n5, 7b0c, 143f, cc42, 8bf3, ascaad2016_042z16, ecaade2016_057u14, f120, 0e2e, b830, sigradi2015_10.144v19, 7932, 2c85, f348, b667, f007, ecaade2015_237j54, 3c4c, 3404, 0fcd, eb49, a167, e801, a1c5, 9c95, bb86, 49f8, 23ad, 9202, 2adf, df1f, db89, 9920, 32d1, c532, ascaad2016_041l16, 6b54, 4cca, caadria2015_130o21, 94e7, 2449, 5521, e1b8, f1a2, 08eb, 94b1, 494f, 068d, ecaade2014_014z2, 0cb5, acadia15_243e10, 49c3, 7e5e, caadria2015_069n8, abc3, sigradi2016_654qq, ecaade2016_062e15, 66f4, 122d, d4ea, 9c34, 7a3a, 3bfb, df76, c1bd, 5949, 201c, 235e, 5cbe, 65a6, 7c13, f97d, 6f77, 0c02, sigradi2015_8.27p10, 60c7, ecaade2016_067f17, aeb4, fd99, 502c, 1295, 5f04, 2a1c, 4a81, eca7, 505f, ascaad2014_033e1, c07f, ijac201412408h2, 460c, 5b12, ijac201412401v3, b4e0, 8c40, eebc, 44c9, cb75, acadia14projects_101ag, 8f10, 1964, fba4, ecaade2016_208r53, 7c3f, 171e, ecaade2016_077v22, 961b, e4f7, 4d76, 88b3, 637b, 27c2, 737c, 9848, 08f1, cc88, e642, 4d96, 8686, acadia14projects_699b, 71b8, dc09, b4cc, de54, caadria2015_126y20, ecaade2015_48x7, 7871, 9270, ecaade2016_071a20, 31fc, 31e7, 325f, 5699, 7723, c7db, 3e88, 76d9, 6d81, sigradi2014_048z4, ascaad2014_005t2, 319a, 7b47, 876d, a887, ascaad2016_048m20, 5760, 60ad, f1c3, sigradi2016_490v, e516, sigradi2014_313a6, 8f1a, 37ea, f939, sigradi2016_611o, 0745, 4abd, aef8, f935, b928, 5a37, 4657, ecaade2016_183v49, ecaade2016_164h46, fdcf, 9f0f, f620, f434, 03b2, acadia16_54t3, fc8d, 6a4c, 39aa, caadria2016_651h28, ecaade2015_279x60, sigradi2014_293a5, 8a24, 29f8, dd5d, 2cca, b078, 2965, cba2, 623a, 2caa, e824, d788, f721, 8654, 6949, e828, ff79, ecaade2015_86o17, 847a, ae23, 52d4, sigradi2014_263a1, caadria2016_611a26, sigradi2016_446a, sigradi2014_164j4, 5a8e, cf0d, aa2b, acadia14projects_479av, db6b, ecaade2016_144k40, ascaad2014_017k1, fc8a, 07b5, bb4a, 6ebf, 3440, 1f8e, 381e, 8162, a79a, da59, 2cba, acadia14_199af, bd0e, ecaade2014_072i18, ijac201513303f11, cc32, e188, 5174, f255, 578b, 21e2, ce1d, f4bf, 7e11, 2e83, 92ed, de21, 701e, ecaade2013r_015l8, ecaade2014_144a33, 36b5, 6316, 4561, f0d5, fa20, caadria2017_085b25, 2571, acadia14projects_117g, 664b, 200e, d656, 7732, d320, 8d57, 2655, b36f, a5c4, 771e, 7f5c, 1aa6, 6e3b, 5f06, 7e71, ca00, 694b, e5a3, acadia14projects_219aw, aa70, 5a3c, 2924, 6071, ecaade2014_204e53, ecaade2016_074l21, 1d22, 26a3, 5a50, 6441, d029, 4d2c, 8ee1, 95f8, e94f, 3cde, f63a, 0202, 6879, 5fa1, 3b01, ecaade2014_186e47, ddd4, 94c0, 7fe9, acadia15_195a8, fd54, 06c2, ecaade2014_018s4, 445f, 80a1, 6ded, caeb, 0783, 4bbd, ijac201614102x2, 4429, sigradi2014_114o9, 185e, 144d, cc5b, 55dc, acadia14projects_145n, 6537, 2d45, 992c, f9f5, e001, 98ee, d204, d51a, ecaade2015_202g44, 4495, ecaade2016_210e54, 4af9, 403b, c19c, e2f9, bb1b, 6867, acadia15_483z21, ecaade2015_138b27, ijac201614406g4, 16df, ecaade2016_036j9, a273, 0d8b, e46c, 415e, bd80, be42, d05b, 3eda, 7d3b, c4f4, 4e80, ecaade2016_136h38, acadia16_308p18, ecc9, sigradi2014_178o5, 7701, 6574, bd42, ecaade2015_64e13, 5432, f2a0, 2233, 339a, 5d28, 3fe6, 7ed9, 05e4, 824a, ecaade2014_085f20, 1006, ecaade2015_246x55, ecaade2016_162t44, ecaade2016_130u36, 909b, 77b7, ijac201412403r6, d570, c976, 332d, acadia14projects_627h, e290, 8a14, 13a3, ba44, 0cd6, 9be3, 74b5, ecd6, 1528, sigradi2014_314r6, d2ae, 1dfc, c192, caadria2016_881x37, f4e1, sigradi2015_10.144u19, 947b, caadria2016_601p25, 3d78, 12fb, adc2, acadia14_145l, 4a3c, ac75, 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