{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,17]],"date-time":"2026-01-17T23:19:25Z","timestamp":1768691965196,"version":"3.49.0"},"reference-count":21,"publisher":"American Society of Civil Engineers (ASCE)","issue":"3","content-domain":{"domain":["ascelibrary.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Civ. Eng."],"published-print":{"date-parts":[[2019,5]]},"DOI":"10.1061\/(asce)cp.1943-5487.0000835","type":"journal-article","created":{"date-parts":[[2019,2,22]],"date-time":"2019-02-22T08:12:38Z","timestamp":1550823158000},"update-policy":"https:\/\/doi.org\/10.1061\/do.news.20190416.0001","source":"Crossref","is-referenced-by-count":16,"title":["Evolutionary Deep Learning with Extended Kalman Filter for Effective Prediction Modeling and Efficient Data Assimilation"],"prefix":"10.1061","volume":"33","author":[{"given":"Qiao","family":"Li","sequence":"first","affiliation":[{"name":"Ph.D. Candidate, Electrical and Computer Engineering, Univ. of Denver, D2155 East Wesley Ave., Denver, CO 80208; formerly, Research Intern, Bentley Systems, Incorporated, 27 Siemon Company Dr., Watertown, CT 06795."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng Yi","family":"Wu","sequence":"additional","affiliation":[{"name":"Bentley Fellow and Director Applied Research, Bentley Systems, Incorporated, 27 Siemon Company Dr., Watertown, CT 06795 (corresponding author)."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Atiqur","family":"Rahman","sequence":"additional","affiliation":[{"name":"Ph.D. Candidate, Computer Science Dept., College of William and Mary, 200 Stadium Dr, Williamsburg, VA 23185; formerly, Research Intern, Bentley Systems, Incorporated, 27 Siemon Company Dr., Watertown, CT 06795."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"30","reference":[{"key":"e_1_3_2_2_1","doi-asserted-by":"crossref","unstructured":"Behandish M. and Z. Y. Wu. 2012. \u201cGPU-based ANN configuration and training for water distribution system analysis.\u201d In Proc. ASCE Annual World Environmental and Water Resources Congress. Reston VA: ASCE.","DOI":"10.1061\/9780784412312.312"},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2016.07.090"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog1402_1"},{"key":"e_1_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13349-016-0173-8"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2016.04.016"},{"key":"e_1_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"e_1_3_2_9_1","unstructured":"Nair V. and G. E. Hinton. 2010. \u201cRectified linear units improve restricted Boltzmann machines.\u201d In Proc. 27th Int. Conf. on Machine Learning (ICML-10) 807\u2013814. Madison WI: Omnipress."},{"key":"e_1_3_2_10_1","doi-asserted-by":"crossref","unstructured":"Salman A. G. B. Kanigoro and Y. Heryadi. 2015. \u201cWeather forecasting using deep learning techniques.\u201d In Proc. Int. Conf. on Advanced Computer Science and Information Systems (ICACSIS) 2015 281\u2013285. Piscataway NJ: IEEE.","DOI":"10.1109\/ICACSIS.2015.7415154"},{"key":"e_1_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2017.2774195"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature16961"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.11.111"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.08.108"},{"key":"e_1_3_2_15_1","unstructured":"Werbos P. 1974. \u201cBeyond regression: New tools for prediction and analysis in the behavioral sciences.\u201d Ph.D. dissertation School of Engineering and Applied Sciences Committee on Applied Mathematics Harvard Univ."},{"key":"e_1_3_2_16_1","doi-asserted-by":"crossref","unstructured":"Wu Z. Y. and A. Eftekharian. 2011. \u201cParallel artificial neural network using CUDA-enabled GPU for extracting hydraulic domain knowledge of large water distribution systems.\u201d In Proc. World Environmental and Water Resources Congress 2011: Bearing Knowledge for Sustainability 79\u201392. Reston VA: ASCE.","DOI":"10.1061\/41173(414)9"},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2015.08.870"},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2017.03.240"},{"key":"e_1_3_2_19_1","volume-title":"Darwin optimization framework user manual","author":"Wu Z. Y.","year":"2012"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2574840"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2017.2733548"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2805189"}],"container-title":["Journal of Computing in Civil Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascelibrary.org\/doi\/pdf\/10.1061\/%28ASCE%29CP.1943-5487.0000835","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,10]],"date-time":"2022-06-10T01:19:59Z","timestamp":1654823999000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascelibrary.org\/doi\/10.1061\/%28ASCE%29CP.1943-5487.0000835"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5]]},"references-count":21,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,5]]}},"alternative-id":["10.1061\/(ASCE)CP.1943-5487.0000835"],"URL":"https:\/\/doi.org\/10.1061\/(asce)cp.1943-5487.0000835","relation":{},"ISSN":["0887-3801","1943-5487"],"issn-type":[{"value":"0887-3801","type":"print"},{"value":"1943-5487","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5]]},"assertion":[{"value":"2018-05-03","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-10-25","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-02-22","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"04019014"}}