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 acadia16_460
authors Dade-Robertson, Martyn; Corral, Javier Rodriguez; Mitrana, Helen; Zhang, Meng; Wipat, Anil; Ramirez-Figueroa, Carolina; Hernan, Luis
year 2016
title Thinking Soils: A synthetic biology approach to material-based design computation
source ACADIA // 2016: POSTHUMAN FRONTIERS: Data, Designers, and Cognitive Machines [Proceedings of the 36th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-77095-5] Ann Arbor 27-29 October, 2016, pp. 460-469
summary The paper details the computational modelling work to define a new type of responsive material system based on genetically engineered bacteria cells. We introduce the discipline of synthetic biology and show how it may be possible to program a cell to respond genetically to inputs from its environment. We propose a system of synthetic biocementing, where engineered cells, living within a soil matrix, respond to pore pressure changes in their environment when the soil is loaded by synthesising new material and strengthening the soil. We develop a prototype CAD system which maps genetic responses of individual bacteria cells to geotechnical models of stress and pore pressure. We show different gene promoter sensitivities may make substantial changes to patterns of consolidation. We conclude by indicating future research in this area which combines both in vivo and in silico work.
keywords intelligent materials, material based design computation, synthetic biology, embedded responsiveness
series ACADIA
type paper
email martyn.dade-robertson@ncl.ac.uk
full text file.pdf (824,386 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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ecaade2015_304c67, dc31, acadia17_221ff, e830, 1b18, 2dd1, f5c0, 986d, 0353, aaaa, d9f6, 1e4d, ecaade2015_158e33, 7074, 4f56, ijac201614302s1, 0c02, 04f0, e53b, ijac201412402v4, f42f, ecaade2015_284n61, dba6, 1d6b, dc64, 8409, baba, ecaade2014_024t7, ijac201412305w1, ecaade2017_152ii, 0fd5, 33dd, ba78, 4346, 9422, 1af6, ce63, 9338, caadria2017_145y37, ecaade2015_206y45, 85de, c43f, acadia14_247r, ef27, 8544, 8a24, ecaade2014_187f48, ee1a, 1ab8, 38e7, f92e, cce4, e6ca, ijac201412405z8, caadria2016_507l21, d479, fa53, c6b8, acadia14projects_647ax, ijac201412408c2, a22a, b0ab, cb01, ecaade2014_151d36, 259e, caadria2015_010t1, fb84, a6a7, 66e7, acadia14projects_661l, 133c, acadia16_196a13, ac4b, 76f9, ecaade2016_193t51, 5689, ecaade2013r_004s3, acadia14projects_619ad, 99b8, c986, 041f, 4b2c, caadria2017_017o7, 9446, 1517, sigradi2014_169t4, f765, c523, 43c6, 376e, caadria2016_611v25, 8117, 4160, b4e7, 36ac, a96f, f1bc, ascaad2016_003y1, 39aa, 91fa, 9e06, 695a, 5864, 18cc, 2ff1, 4d05, 7651, 8b0b, caadria2017_147t38, 968b, 4c83, f25e, 9f87, 78c6, 01af, ecaade2017_100l, da58, ecaade2014_094m22, 3b2c, 94f2, a3a6, acadia17_273z, ecaade2016_118t31, 5937, ijac201715105yy, de8e, 9491, 5711, da90, 4ec1, ed3a, ecaade2017_215r, ecaade2017_306k, acadia17_316tt, f5ff, 787b, fce6, 2be5, 631e, ascaad2014_012f6, caadria2015_206x29, 12dd, 3ba5, 4403, ecaade2014_113u26, 933e, ad76, ecaade2015_285t62, ascaad2014_001k1, ecaade2017_255i, 7ff4, ascaad2016_050a21, fcc5, ecaade2017_140ee, 67ff, acadia14projects_627h, ed39, c52d, 70ac, bef4, ca6b, bcf0, e55b, ecaade2017_198zz, ijac201412202s1, 6dca, f6b9, 20e2, e6bb, 8dcb, 6efe, 5858, 6c62, acadia17_582nn, ascaad2016_043l17, 7c0f, caadria2016_209u9, f822, b59a, 38b1, 2481, adc8, 0a9c, 581d, sigradi2013_386f, 7888, c346, a10c, a60f, 742f, ecaade2015_35s6, ecaade2016_018k5, fc95, 5aa6, acadia14_177y, a9b0, e5b5, sigradi2013_400u, 6141, 925e, ecaade2016_136z38, cee4, b72c, b869, 09f2, 339b, ecaade2016_217n56, 91d1, ecaade2016_136k38, 2f8f, 606b, 07c9, c299, 92ce, acadia15_243y9, 04c9, b13c, 4eb3, 3416, 0418, sigradi2013_183b, 4e35, b132, acadia17_222j, 8756, caadria2015_078o11, ecaade2017_152ff, 0edf, acadia17_560s, 2760, 5ee8, 9071, b441, ec3e, sigradi2014_313i6, ecaade2017_215ddr, c5df, dd46, 258e, caadria2015_164b25, 5e44, f04e, ecaade2014_215b55, a0ea, a238, ba12, 552f, b9a0, 71ce, 49ec, sigradi2015_6.387l9, 89d0, ceb5, ecaade2015_61t12, 8de4, 2212, 1de1, ijac201513303h11, ascaad2014_021x3, ae46, e5d6, d482, 4035, 8df7, c3a4, c675, e479, aa19, d35d, cbd0, 565b, ascaad2016_004n2, 5bb0, 8e1a, 0eb6, 7c0c, 9bd4, 0bf8, 9cd1, 0c44, 32cf, 5441, b9e3, ecaade2013r_006r4, 5424, a5fb, 231a, 4b2e, 1681, c53d, dc56, b03f, aac8, c042, fa87, ebd8, 4e91, dbd6, aa05, c55f, 37aa, acadia15_223a9, aabd, 3d4e, e503, acadia16_130t9, 6b92, d06c, 1848, a0b0, 0a26, 2a9f, 8b98, sigradi2013_77, 7d66, acadia17_365c, 5073, b3cc, 3cd8, 86dd, f4bd, ecaade2017_130tt, 7bc3, sigradi2015_12.215p27, 317f, 6a54, 15e0, 5f01, 1c71, 79ce, e5bc, ijac201513103u2, 54e3, caadria2015_081d12, acadia14_267o, 8eab, 2a62, ecaade2016_140v39, d4a6, e8f0, a79d, 8d31, 6cdc, e1be, c3da, b34e, 7743, ecaade2016_120d33, ffcf, ecaade2014_149y34, 3828, sigradi2016_564jj, 10d8, 138e, sigradi2014_068y5, 5c73, 2f76, ecaade2017_213b, 6546, ijac201614202x7, f48b, 0766, 57bb, sigradi2015_8.328n15, 2095, eedd, a872, 6e12, caadria2015_010y1, fe27, cbd8, ecaade2016_225z60, 7140, e0c3, 1b57, e0c7, da26, 4d01, 4603, 7767, 24f8, 89bb, 0cdb, da83, 42ec, 8e60, 4449, 4f1b, 5310, ijac201715101j, dbfe, 24d4, 3b38, ac9d, c875, d671, 506d, 169e, ecaade2016_162o44, c104, ecaade2014_023t6, ecaade2014_204w52, 4d02, 3e90, 6779, bf50, baf9, d4a5, ascaad2014_013s6, 977e, sigradi2015_8.328p15, 4714, d7cb, cd91, 1bad, ecaade2017_076aa, ab7a, ecaade2014_066z15, 1982, acadia16_196g13, 5530, d502, d9ab, ecaade2015_173j37, ecaade2015_114i22, 5b99, 924c, 0a06, e00a, c773, 823e, 15f6, 0a28, acadia17_308pp, 9719, a944, 5e57, b908, 400a, 6d3d, b85c, sigradi2014_345u9, 3521, sigradi2013_243a, acadia14_609ar, cc36, 5ab4, f37d, 820f, 8e56, 2db7, bdf1, a559, d0b3, caadria2015_014s2, 943b, 5f11, e4db, 4cf2, e767, sigradi2016_467t, ijac201715104p, 103e, f4c4, acadia14projects_247r, 73a2, 01df, 2123, e7c4, sigradi2014_082t7, 171d, 6110, f958, caadria2016_281d12, 9a7e, f37f, 52df, e44d, sigradi2013_342s, ecaade2015_79f15, e017, a3d1, b1b5, ijac201412204a3, 1019, 7db2, 73e0, 48a3, a151, 7ca1, a01e, sigradi2013_208, 837d, ijac201513105d4, acadia17_18h, 1c3f, 5ac8, caadria2015_114r18, 0caa, 8fec, 6dcc, 46e7, sigradi2016_771u, 2121, acadia14_479aw, ec11, caadria2017_113y29, b59e, 5a90, e38e, caadria2015_087n14, 44f0, 549d, 8c58, 1758, 0759, caadria2015_023c4, 9015, 2178, ecaade2017_046g, de4f, 5015, a55c, ijac201513102y1, c6ea, b7c4, 2c33, b813, ecaade2014_177t44, 9a4e, 2e09, ecaade2014_149k34, cefb, 5947, 68f0, caadria2017_016s6, ba73, adc0, sigradi2015_8.81t11, 6e04, ecaade2016_078c23, c6af, sigradi2015_8.186c13, 3107, a153, cce5, 4a6e, ecaade2016_037a10, d351, c41a, e1b8, aad5, ecaade2016_073e21, ecaade2017_199s, 0021, ecaade2013r_002i2, ecaade2014_066s15, d2a1, ecaade2014_066j15, adcd, 3266, c6d3, ecaade2017_170c, 34dd, acadia16_362u22, 357f, 8bfd, 3d8a, ijac201715201u, sigradi2016_590k, d785, acadia17_153j, 61af, ecaade2017_017p, 738a, sigradi2014_063u5, ijac201614208g14, a83f, acadia14projects_291az, 6efc, 1a93, ecaade2015_228w50, d766, 0a95, a5c5, acadia17_350ee, ecaade2015_84y16, 126b, 4f07, 3d54, d8a7, ijac201614302y1, a28d, caadria2015_185m27, c874, ijac201412205o4, c9d4, 7ebd, 1a74, ecaade2017_230xx, 9559, 27ca, 5203, 855f, 5e52, 3820, 156d, b739, e36d, 2627, 0661, 352e, 5ecc, acadia15_284v11, 2f5b, 1b67, e40e, 3a4d, bb87, ecaade2016_042r11, e7cd, 5a35, 100a, ecaade2016_058v14, 99b2, b602, 6330, ecaade2014_070i16, ec39, b610, 3fe5, 7fcf, 339c, ecaade2016_147s40, ijac201614204n9, f445, ecaade2015_205c45, 6df5, caadria2017_132p35, ab90, 467a, acadia17_178dd, 4766, sigradi2013_359c, 619f, 4fdb, e041, 6f36, acadia17_482u, 220c, c8fc, c226, 04c1, ecaade2015_173i37, acadia17_542ll, ascaad2016_022y8, a31e, d28e, f82e, 1978, 5f7d, 78f8, ba77, ijac201513203s7, 861a, e14f, fdfb, f6ae, a538, ac70, a30b, f746, f9d0, ijac201412405l8, c7b7, 8bb0, c925, acadia14_189a, caadria2016_219f10, ad00, a867, c565, 9417, ed4f, 5469, 061d, ecaade2017_253y, ecaade2014_036f9, 6ab6, 8b06, e0e0, 899b, 7b7d, 921b, 4f21, aceb, 8dc2, 31ae, 12c6, 1bf8, d005, 3bc4, ecaade2015_233f53, 0bf4, bda5, ecaade2017_077yy, ecaade2015_87x17, fd96, 0e51, 8b60, 148d, 7bd1, caadria2015_194z28, acadia16_12v1, bd80, 0ac8, 53c0, 42e7, b0a6, f4f9, ecaade2016_144d40, 992e, acadia17_670zz, 4474, 0943, ijac201614405b4, 4ffa, ecaade2015_268d59, 73b2, ijac201614308a5, 9040, bbc2, 66f9, c3b4, b18d, acadia16_98h7, 7610, f35d, 87f5, 3323, sigradi2016_571pp, 5fd7, 311f, 973a, ascaad2014_003y1, 9c1d, 9ed6, acadia17_189dd, d702, 6c9d, acadia17_532cc, c52b, a315, ac2e, 5720, ecaade2017_116c, 4a9c, b5fc, 35e5, 292a, ijac201715106kk, 9599, acadia16_12s1, d09d, 984f, sigradi2016_357k, 7675, ijac201513303j11, 5c27, caadria2015_208p31, 9d6d, 0dea, ecaade2016_152u41, c61c, 0aa1, 567b, f4b8, 3d44, acadia16_8b1, ecaade2015_25g5, ecaade2016_087u24, c79b, 0304, ef5c, 2af3, 22e8, 35db, ae1b, 2cff, 1f7f, 07f4, 1e57, d276, a347, 88d6, ea69, c566, 2f57, ecaade2017_208m, acadia14_445aa, b97e, c29c, ff9c, 02ad, d938, d4f0, ecaade2015_248h56, 2c58, 1d12, 691f, 634a, 7abb, d5d1, b380, 2348, 5b53, sigradi2014_247l9, 0d49, 5ee6, 7d54, 867a, a1d4, 42d9, acadia14projects_199ak, ecaade2016_074z21, 032f, acadia17_52i, 22c9, ca92, ecaade2015_334u72, c2d0, beb7, 9c96, ecaade2016_111n30, 0f57, e418, 9300, 1b9c, 1655, 1cbb, 90fb, 9ceb, 5b08, d2c1, 6108, 01e2, 4fbb, 094c, 4140, ijac201513206g9, bdc8, b756, 9c61, 0b09, 9996, 19ec, ijac201614207f12, 7dd1, ecaade2017_184ll, ea98, c3d2, d7dd, 5cbc, d2e5, 3b3d, ace6, acadia17_678pp, 4dbb, 0b69, 0adc, 2efc, aebc, d5cd, 605e, sigradi2014_136c2, 77c5, acadia14_589c, 1605, 7243, dde5, acadia15_81w2, d96f, acadia14projects_237at, acadia15_483n21, ascaad2014_020v3, ecaade2014_071y16, efee, 82a1, d9b9, ff81, 8695, ecaade2015_248a57, ecaade2015_130e26, 78de, ff66, d20e, d17f, 42c2, d16f, c902, 65f7, 6063, f339, c9ee, 9720, cec5, 7650, 3298, 7246, sigradi2016_595jj, 7f2c, c314, 8812, fa37, 50c6, cc8e, acadia14_125v, ecaade2017_041o, 069a, fae4, ecaade2015_148o31, sigradi2014_313f6, e3e2, c93b, 299a, c798, d45e, 5d1b, fecc, be95, 4f4a, 2ecb, c8aa, 1766, acadia17_570dd, b37b, 0ce7, sigradi2016_592t, 1f38, f316, e157, 977a, 2c41, ecaade2017_053k, 53bc, 18e7, 3769, 21fe, acadia17_221pp, d87a, 5367, 0703, 8cb5, d96b, faa1, ab35, acadia14_479k, acadia14projects_579d, 6e2d, 0672, bfcd, d50b, 50de, acadia15_123j4, a014, 0dad, ecaade2014_012n2, 8aab, ebec, 5d6b, cf40, 0a25, f5b3, 35a6, 686b, 2d99, acadia17_598d, 0c26, 8dec, 1b34, f2c0, ecaade2014_080e19, 8bfb, acadia14_463aw, 88c8, 0482, 8c07, ecaade2014_010x1, 059c, b62c, 3b62, acadia15_407s17, 07d0, 1985, a2c5, 6c00, ascaad2016_007t3, 07a4, d104, sigradi2014_057s5, 0488, a031, ecaade2014_133v29, 7c50, acadia14_135t, 668e, caadria2017_142o37, 09d0, 57f1, 59db, e325, 3be3, d54f, ascaad2016_058h23, caadria2017_096z26, 3ed7, 3874, 6bbf, bb5b, 66ef, aa2c, 4fde, b244, f7c6, f119, 991d, 8b84, ecaade2016_108w29, 7963, 087e, caadria2016_373k16, sigradi2014_214e8, da56, 6b5a, d549, 7520, caadria2015_156o24, 1cb6, acadia17_71ww, 83cc, ec87, 65db, cc53, 0ff6, sigradi2015_3.268c5, 0a4d, 1c56, 4fe3, ecaade2013r_003i3, bdd5, 6889, d688, 70f7, 074b, b475, ce69, 0063, 5404, f2a6, 25f2, 9092, 4964, caadria2015_015c3, ecaade2017_099vv, ecaade2015_92s18, ecaade2017_090jj, acb1, 3831, cd13, 0e85, 96f9, 712f, e8bb, 115b, caadria2017_118v30, ecaade2015_61j12, 1bc0, acadia17_338hh, ecaade2017_213i, ad74, 1ead, c81a, 6462, 38ca, fb8f, a7ac, de8d, e8b7, 3c4f, b004, 54f0, sigradi2013_74d, 9854, 825f, 9a26, e28b, ecaade2017_061f, 39bc, caadria2016_157z6, 95b5, 72af, ecaade2017_006u, e7fd, acadia14projects_601ae, f0fb, de45, caadria2015_170r25, 0e86, d082, f09b, c063, 60e9, 0d9b, ecaade2015_94k19, ab45, 134b, d0f5, 43a6, 8b9e, 3742, 4add, 8fc4, d4c6, ecaade2015_169a35, 68e8, f32c, 069b, 313d, 2b85, acadia17_660t, e2b2, caadria2015_130o21, 772f, acadia17_473i, e5b7, 7649, 42e4, 0e20, 47cb, cf69, 5ca7, 9b4e, a168, fdab, 07e2, 093e, 9a6a, ecaade2014_020o5, af73, ijac201412408v1, 8c6d, acadia17_90bb, e076, ecd1, 0356, 4bfb, 3c9b, 2d20, 3c34, acadia14_399ak, 23c6, bf03, acadia14_281ae, f633, ecaade2016_167a48, bf7b, d838, 3fab, ecaade2015_229v51, d185, b203, 9b56, 7d10, fddb, 8579, e7f5, f82b, 9386, 4860, e594, 4751, ad13, ecaade2014_224d58, 5277, be4f, 08bc, 8621, 74b9, caadria2017_147a39, ddf4, 8c0c, 2ecd, ecaade2017_309ss, 7ea4, 687e, 6eb3, 20fc, 596a, fa59, 7dd8, 7774, 33e8, ecaade2017_006pp, 78f2, b85f, acadia17_391xx, ce8e, caadria2016_631l27, ecaade2016_110k30, ecaade2017_169ss, b6e6, af25, cf01, b073, 3cb4, acadia14_609af, 8edb, acadia14_301i, 3aa5, b346, 7b93, ascaad2014_004i2, 3c81, 1c2d, ecf2, 3931, acadia17_600y, 9204, 13d1, sigradi2016_807jj, 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sigradi2016_431r, sigradi2015_8.27m10, 931a, 3766, 2654, 56bd, f13a, 8261, 9cde, ecaade2015_81t15, f3dd, ecaade2017_029y, cb25, 0717, 1fe0, 4e74, acadia17_257e, ecaade2015_325e71, 8204, 05eb, f791, 9dde, fac3, ff3c, 671e, ecaade2017_225k, ecaade2017_293uu, c2b1, 746e, 5263, c354, 96b0, c6fa, d492, c6f7, 4ce6, f1e5, d2ae, c8b1, sigradi2016_375j, 185d, 83c8, acadia15_263g11, ecaade2016_013l3, 23c0, ecaade2016_045i12, 2d33, sigradi2015_3.212j4, 226b, caadria2015_081x11, 3f61, 8d99, sigradi2015_sp_2.112m29, 37c0, 575d, acadia17_101t, 346c, 6114, 72a1, 45c4, 22d5, 0840, ascaad2016_047z19, 4be8, bceb, ascaad2016_002j1, 54fc, b6bf, fc8d, acadia17_534ss, 0397, acadia14_365ae, f62d, c255, 9443, sigradi2015_sp_8.326c31, caadria2016_405m17, 43cd, d95e, 217c, b141, ecaade2017_094s, 04c0, acadia17_446gg, sigradi2013_28o, fa15, e9f7, 1828, 71d0, f51f, caf7, 032b, caadria2015_014y2, 27d7, sigradi2015_8.47o11, 086b, acadia14projects_177ac, bf2e, ijac201412403b7, ecaade2017_085b, caadria2016_819i34, 6ba9, ecaade2014_010u1, 3b54, 641a, 2908, 6c5a, 7f12, ecaade2017_175f, 3132, c2bb, c135, caadria2017_051m16, f6b0, 8867, dbab, 83c9, acadia17_512z, ecaade2017_027ww, b020, af26, caadria2016_167p7, acadia14projects_63d, c322, ecaade2015_114d22, 40bb, 59e3, 0ee4, 230b, 74c3, 2120, 3cca, aea4, 756e, d15a, c760, bc00, acadia17_382hh, 75b0, 53d3, 5734, ea4d, 3144, c985, 60f2, ijac201412407y9, f86b, ecaade2016_158l43, ecaade2014_070s16, ecaade2017_053i, dad5, b597, ecaade2016_164h46, 55d5, 54c9, 84c3, acadia17_127gg, 7ae0, 9a6f, ae6c, f341, ecaade2014_071d17, db82, ijac201614309m6, caadria2017_095c26, aea3, 38c6, 8cb2, 0b7d, ecaade2015_180g39, 7077, 2a78, acadia14projects_291h, 8994, b96b, sigradi2014_114l9, ijac201715105n, caadria2016_271a12, 1194, ae6b, 726f, acadia17_62vv, 3327, 5ed3, b5d9, acc9, ecaade2016_163g45, fb8e, ascaad2016_054m21, ecaade2017_014qq, 3662, sigradi2014_128e1, sigradi2013_268g, 4713, 9724, 3e56, ecaade2017_083jj, a60c, e56c, 8c7a, 42cd, 2549, 4e20, ea72, e4ef, 2f8e, 17fb, 90c2, 11e0, 72a4, db22, d77f, 94c2, acadia17_170t, ecaade2017_203v, 5963, 8533, f89c, 4d76, 3e11, 83a1, 13ca, 7995, sigradi2014_299d5, 39f2, 76fe, b1a5, a6da, caadria2015_203h29, 8645, 6d97, 8398, ecaade2015_318s69, sigradi2016_490ff, 9d0c, c626, 9bda, f924, sigradi2016_637w, 2bac, 6824, 81ac, de5d, ecaade2015_233h53, acadia17_316pp, sigradi2015_8.264m14, sigradi2016_420pp, af31, a29c, 5693, 3261, a9d6, f843, a929, 1a48, sigradi2016_779tt, sigradi2013_315a, 8ec3, 7ad1, 064a, 16c3, eca2, 18a3, ce6d, f43d, c8a2, 90df, ecaade2016_087p24, acadia14_699m, acadia16_308v18, caadria2015_139s22, bb0c, 5699, 6592, sigradi2014_128d1, sigradi2015_12.107h27, sigradi2015_12.259b28, acadia17_678vv, 3ae4, 6aef, 386b, ea8b, ecaade2015_138k29, acadia14projects_589e, ab2c, ecaade2016_057s14, 379b, sigradi2013_411l, acadia14projects_655ah, 8ecf, d612, 49a3, 8150, a083, 44a3, 5fd4, ecaade2015_284a62, f1ba, 036c, 2db9, 27b0, caadria2017_001b1, 4e00, 4922, 31f5, bc95, 1240, 09fb, acadia14projects_33an, f8fd, ijac201412406h9, 23c5, ecaade2016_087v24, 18f9, f017, d8b7, 2784, 040c, d680, e145, 5400, acadia17_542rr, 783c, c670, caadria2016_851p36, sigradi2013_41, 10cd, ecaade2016_036m9, caadria2015_084d13, sigradi2015_3.221w4, 9959, 2df5, 4adb, ecaade2015_304y66, 3d62, d638, 8196, acadia15_395v16, 2504, 122a, a0b7, 131f, dd16, 6a9e, ecaade2017_124x, ijac201614203f9, acadia14projects_709al, ecaade2014_141g32, 8b97, ecaade2014_019h5, ae53, 426b, 160e, 3fc0, caadria2015_130n21, acadia16_244y15, c5e6, a6aa, fe8a, 745e, db39, d5b6, 531e, 4bb2, caadria2016_631b27, caadria2016_435m18, b87c, acadia17_154s, ffaa, b0f6, a7c3, edd7, d93d, 5df3, 37b8, 390d, 0f23, b2e2, 6588, c352, caadria2015_070g9, c6a9, 25c5, ijac201614203h9, 98f4, 26d8, 597c, b21f, caadria2015_087k14, 41a8, acadia17_231y, c316, 0685, bbc9, 2f31, ecaade2014_084l19, 5ce6, 7d0b, acadia17_90w, e59b, ecaade2017_050f, 247a, 81f3, 7c8d, 132e, 7841, 362d, acadia14_497y, acadia14_579l, 235a, 452e, 9c42, ascaad2016_004s2, 14b0, 7be9, b65b, c951, 6f2d, acadia17_423ii, acadia14projects_247g, ecaade2016_234a63, acadia14projects_281ae, ecaade2014_169k42, b4d9, 26cc, sigradi2014_284e4, f1da, ecaade2014_088j21, 4f86, 0b15, d33d, sigradi2016_792o, f841, 05c1, 50d1, ijac201614308j5, b253, 17b3, 4a45, 222a, sigradi2016_805hh, a57d, dace, 77dc, f126, 2bdd, add4, ascaad2016_035r13, f08c, 1c52, ecaade2017_133n, 90f7, 3c1b, bc57, sigradi2015_12.259w27, 9760, bb50, 9e85, caadria2015_185o27, 730a, 0628, 69a9, f15f, 4bf2, 6481, 83ae, caadria2017_080i24, ecaade2016_193u51, 48e9, 065d, acadia17_581ll, 2d73, ascaad2014_030w8, 3c75, c979, 2fb4, 8b93, 6b2b, 8b73, caadria2017_079w23, 3d98, 3ee2, fdd8, 7887, 4138, 9f9b, c8b3, 91a6, 7629, 08a3, 816d, 42e3, 3930, a4f1, d158, acadia17_323o, c991, c26c, 4a47, 37a5, ecaade2014_132h29, ecaade2017_220vv, 120c, sigradi2016_441pp, c0b9, 5e53, c6fd, e6ee, f195, a7c9, 1d00, fd02, 0e8a, 40b5, af03, f885, 14a7, 6e5a, 0aa8, 0556, ecaade2014_139g31, 1153, 8aa4, 8e27, 0233, ba68, 80e9, caadria2015_114c18, 8510, 07fd, 6a55, 3efe, ae26, acadia15_417g18, a6b4, 423c, 091d, cb87, c3e1, 28f4, 220d, 085d, 54de, 2311, 91ef, ijac201513306c13, 59d4, 1704, acadia17_168yy, 1c83, 7c9d, a55b, acadia17_340b, 7580, acadia14_237av, d10e, 66a2, df0d, d26c, 769c, d270, ecaade2013r_004t3, be8f, bf10, 8b58, caadria2015_181b27, acadia16_352x21, 1df5, f49f, 7e39, 025b, 27d2, f4f0, ecaade2017_203xx, ecaade2017_194q, dea3, 3a74, 2d69, 12f7, 1f8b, f91e, 6862, 26b5, acadia14_153az, ijac201614101f1, df9b, 1ea5, 3a46, d9fa, 81e4, sigradi2013_155j, 3043, ecaade2016_018z4, d7b9, fbb3, 4e56, fd62, ijac201412205z3, f496, e301, e8a5, 8779, acadia17_512y, 1408, ddc1, 3f39, 4047, acadia17_189ff, 935b, 5952, ijac201614208j14, ed8b, 1094, ijac201513206x8, sigradi2015_sp_4.388y29, acadia14_627at, e8e7, ijac201412405c9, 37cf, acadia17_188q, 52f9, 2d08, ebbf, ascaad2014_035s1, c20c, b804, 3356, 0a5d, ijac201513201l5, 6c91, ecaade2015_28x5, b8c2, ecaade2017_164q, b50c, 6463, ecaade2017_301l, 0189, ecaade2017_308hh, 988b, fc0c, 6851, c679, 2370, d2a6, ascaad2014_008s4, ecaade2016_198t52, 83e3, d6dd, cc62, ascaad2014_005h3, ijac201614208z12, acadia17_257f, 3079, ce60, ijac201614405t3, caadria2015_202w28, a0d5, 3431, acadia17_52m, 0532, de46, 3bf6, ecaade2015_301d66, 5066, d312, 5c30, ead0, acadia15_161l6, acac, 0b9a, 4475, acadia17_340yy, ecaade2017_041p, ecaade2016_079r23, 1606, sigradi2013_30, 8689, acadia16_12k1, acadia17_520n, 77c8, 823a, sigradi2014_345i8, 401e, acadia14projects_375aw, 9a43, 66fe, 180f, 28d3, acadia14_565l, 159c, 49de, b4ab, cc8f, 15bf, 3ccf, c4b4, caadria2015_156l24, ascaad2016_034h13, ed6e, ecaade2015_171w36, ecaade2013r_004y3, e02d, 3d77, cd52, d4e3, a631, 6129, caadria2016_601o25, 548f, 80b7, acadia14_531o, acadia14projects_281w, ecaade2017_133l, c9a9, 54bb, sigradi2015_10.307g21, 4de0, eb86, 8a15, acadia14_101ae, 7602, 6b55, d56e, 4ee4, sigradi2016_467m, 2744, 9c5a, cbab, f9c2, 9b73, b509, b138, 6d9d, caadria2016_167c7, 76e9, 5a34, 0ab9, 8232, 7aee, 6ac6, acadia17_153i, be58, a4a2, ca9e, bed2, b55f, 363c, a05d, 7864, 8a71, ff90, acadia17_520x, 57a1, acadia14_573aj, d17a, 28c4, ba5f, ffd7, e25d, 968a, 44f4, 621c, acadia14_347an, 8afd, bb95, 0a16, ecaade2017_152pp, ecaade2017_195mm, c443, 4546, 41e3, 8fbf, ecaade2014_194e50, acadia14_101as, 0823, 18da, 2a06, bf9f, 76fa, f147, ecaade2014_049y11, 162f, 246f, ijac201412407z9, a991, af35, 496b, d3a5, 7a80, d08e, acadia14projects_53n, b111, 7ed1, ascaad2016_001f1, bc1c, ed85, 2104, c0f7, caadria2016_871o37, d58b, 8771, sigradi2013_429m, ecaade2016_007d2, 5fa4, 9c9d, 9d41, eed4, 5c06, d2b9, f8c7, acadia15_137n5, e916, 66bf, a4d3, a784, caadria2015_070w8, 7e9a, 3eba, 263f, 86e2, ecaade2015_138k28, 3975, 8d09, 2049, ac85, a00b, 1775, ijac201513305k12, b9c0, sigradi2014_289j4, 2386, 1fb2, 6284, e93d, f22e, c311, 1bef, acadia16_344l20, 660e, cea9, 4db9, 7a59, 555f, 7a64, ijac201412307j3, 301e, ijac201614405m3, cbff, 4ca6, 8c84, 853c, af1b, sigradi2016_764h, a401, acadia17_188w, b486, 9f80, caadria2017_063b21, ecaade2016_105d29, 0b28, dbb8, 075f, 3e99, 3a77, c5d8, bd19, sigradi2016_625qq, 0886, 356f, e8e5, sigradi2013_304a, 1466, caadria2015_030m4, ijac201614208o13, e865, 1eec, 741c, 4ba0, 1596, 9e5d, caadria2015_114n18, 242f, 8ab3, acadia14_627am, f806, e4ea, 6b7b, fde1, ecaade2017_091zz, 5ace, fbde, 0a49, 55dc, cb55, 1861, acadia14_111h, 2750, sigradi2013_311j, ecaade2014_111r25, 626c, 6fe0, efc2, da74, acadia14_153an, 692c, a43d, ecaade2016_033h9, 27c2, acadia15_57t1, 83d9, d04a, 4c29, ddeb, e482, 284a, 41fe, 528b, 6e78, 2e89, 2087, acadia17_413x, 6f94, 56e9, aca5, 813d, 40d6, 9c77, ecaade2014_133m29, f0e6, da45, 2d40, ecaade2017_288aa, 3f26, 433b, dc79, 1ade, ecaade2014_121v27, 12ea, 9c2d, 698c, acadia17_339ss, 8599, 6ae5, 5bc6, 02d1, 5570, 14b4, sigradi2015_10.138x18, acadia15_343s14, e276, ecaade2014_072e18, 562b, 7757, fe8f, acadia17_381dd, e089, eef7, sigradi2013_234, sigradi2013_429, 307a, acadia14_531w, 78cb, 0813, 2a3b, 871b, fbc3, bd9b, 6ea1, a033, e570, e730, 27f2, acadia14_101x, 127b, 7216, ecaade2016_078b23, e43f, ijac201614203g9, 39dd, d717, a90b, f89f, 7572, d97d, 41e2, eb82, 6626, ea32, d456, 05f6, b416, beab, fdbf, 73c8, 4adc, ijac201412303p8, 15cb, 9298, 6503, ecaade2014_038r9, 798e, acadia17_620yy, bd44, 9970, d946, cb04, aaa8, 28a3, 1074, 5717, caadria2016_861f37, 772b, 8cdb, a10a, ef28, cb94, f937, 2f10, acadia16_488b29, fb25, c6a8, 0bf5, a50f, ijac201513101c1, 9ac9, b60a, affc, 4f70, c932, ascaad2016_022c9, 0af0, 6c10, 10f6, d2b3, ee6b, 89e6, ascaad2016_034l13, d742, 646d, 555b, 8be3, ijac201614103t3, ce10, 50f0, 716b, ecaade2016_128j35, 5ef0, 7970, acadia17_170n, 9827, acadia17_364vv, e0a1, d8cc, ecaade2016_140w39, dbcb, 85ca, c2e3, 0650, 1192, d628, sigradi2015_8.186v12, 0fbe, 271b, 5e48, 01d1, 491d, sigradi2014_276t2, 9d8f, b30f, ecaade2017_265r, 9f6d, 174b, f12c, caadria2017_058f20, 00ee, sigradi2015_12.297j28, f939, acadia14projects_101s, caadria2017_174m42, f821, caadria2016_435o18, ad48, ijac201715204jj, af38, 4f45, ijac201614101c1, 2c2d, ijac201715202zz, ffef, 1da3, 65ed, d65f, ecaade2016_154u42, acadia16_270d17, sigradi2014_074j6, 82b0, 5e07, ascaad2016_044s17, 720b, cadf, 038b, 7b4d, 111a, ec00, f977, ecaade2015_83l16, 85f8, 90a6, 379a, caadria2015_126t20, a691, ecaade2015_83f16, 2072, 061b, 5fa2, ca81, 8d25, c2d9, 942f, ab25, 87db, ecaade2016_183s49, 78af, 5731, f0c5, sigradi2015_sp_2.112k29, 4f75, ecaade2014_214u54, 50d5, b9ca, 031c, b3a7, ecaade2015_61z12, f14e, ecaade2014_232v59, 726d, aaea, 84ad, caadria2016_333c15, 6913, sigradi2015_3.65s2, ecaade2017_203nn, acadia17_138vv, 30d9, 6a45, 6fa0, 1f4b, 7766, 7881, 8904, ecaade2017_175e, 7d8b, 4229, d7f1, 4878, d932, 4ced, e968, 2a61, 14b8, 075a, ijac201614208u13, 7a95, acadia16_270u16, ecaade2015_122i24, 843b, fc1b, b245, d180, f3c7, ecaade2017_056e, dde2, cdbf, 300c, ecaade2015_278m60, 622f, bc3a, ascaad2016_015p6, sigradi2016_777ll, b856, 9e26, e2dd, acadia16_280o17, a60d, sigradi2015_7.184c10, ijac201412301o5, 86d2, 7d11, 5bda, fa5c, c1fc, 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