{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T14:01:04Z","timestamp":1726063264291},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030383633"},{"type":"electronic","value":"9783030383640"}],"license":[{"start":{"date-parts":[[2019,12,20]],"date-time":"2019-12-20T00:00:00Z","timestamp":1576800000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-38364-0_25","type":"book-chapter","created":{"date-parts":[[2019,12,19]],"date-time":"2019-12-19T04:07:51Z","timestamp":1576728471000},"page":"279-290","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Computing Residual Diffusivity by Adaptive Basis Learning via Super-Resolution Deep Neural Networks"],"prefix":"10.1007","author":[{"given":"Jiancheng","family":"Lyu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jack","family":"Xin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yifeng","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,12,20]]},"reference":[{"key":"25_CR1","volume-title":"Asymptotic Analysis for Periodic Structures","author":"A Bensoussan","year":"2011","unstructured":"Bensoussan, A., Lions, J.-L., Papanicolaou, G.: Asymptotic Analysis for Periodic Structures. AMS Chelsea Publishing, Providence (2011)"},{"issue":"11","key":"25_CR2","doi-asserted-by":"publisher","first-page":"2725","DOI":"10.1063\/1.868651","volume":"7","author":"L Biferale","year":"1995","unstructured":"Biferale, L., Cristini, A., Vergassola, M., Vulpiani, A.: Eddy diffusivities in scalar transport. Phys. Fluids 7(11), 2725\u20132734 (1995)","journal-title":"Phys. Fluids"},{"issue":"2","key":"25_CR3","doi-asserted-by":"publisher","first-page":"774","DOI":"10.1103\/PhysRevA.43.774","volume":"43","author":"R Camassa","year":"1990","unstructured":"Camassa, R., Wiggins, S.: Chaotic advection in a Rayleigh-B\u00e9nard flow. Phys. Rev. A 43(2), 774\u2013797 (1990)","journal-title":"Phys. Rev. A"},{"key":"25_CR4","unstructured":"Childress, S., Gilbert, A.: Stretch, twist, fold: the fast dynamo. Lecture Notes in Physics Monographs, No. 37. Springer (1995)"},{"issue":"2","key":"25_CR5","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1137\/S0036139992236785","volume":"54","author":"A Fannjiang","year":"1994","unstructured":"Fannjiang, A., Papanicolaou, G.: Convection enhanced diffusion for periodic flows. SIAM J. Appl. Math. 54(2), 333\u2013408 (1994)","journal-title":"SIAM J. Appl. Math."},{"issue":"4","key":"25_CR6","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1007\/s00205-003-0256-7","volume":"168","author":"S Heinze","year":"2003","unstructured":"Heinze, S.: Diffusion-advection in cellular flows with large Peclet numbers. Arch. Ration. Mech. Anal. 168(4), 329\u2013342 (2003)","journal-title":"Arch. Ration. Mech. Anal."},{"key":"25_CR7","volume-title":"Turbulence, Coherent Structures, Dynamical Systems and Symmetry","author":"P Holmes","year":"1998","unstructured":"Holmes, P., Lumley, J., Berkooz, G.: Turbulence, Coherent Structures, Dynamical Systems and Symmetry. Cambridge University Press, Cambridge (1998)"},{"key":"25_CR8","doi-asserted-by":"crossref","unstructured":"Ledig, C., Theis, L., Huszar, F., Cunningham, A., Acosta, A., Aitken, A., Tejani, A., Totz, J., Wang, Z., Shi, W.: Photo-realistic single image super-resolution using a generative adversarial network. In: CVPR, pp. 105\u2013114 (2017)","DOI":"10.1109\/CVPR.2017.19"},{"key":"25_CR9","unstructured":"Lumley, J.: The structures of inhomogeneous turbulent flows. In: Atmospheric Turbulence and Radio Wave Propagation, pp. 166\u2013178 (1967)"},{"issue":"2","key":"25_CR10","first-page":"351","volume":"10","author":"J Lyu","year":"2017","unstructured":"Lyu, J., Xin, J., Yu, Y.: Computing residual diffusivity by adaptive basis learning via spectral method. Numer. Math.: Theory Methods Appl. 10(2), 351\u2013372 (2017)","journal-title":"Numer. Math.: Theory Methods Appl."},{"key":"25_CR11","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/S0370-1573(98)00083-0","volume":"314","author":"A Majda","year":"1999","unstructured":"Majda, A., Kramer, P.: Simplified models for turbulent diffusion: theory, numerical modelling, and physical phenomena. Phys. Rep. 314, 237\u2013574 (1999)","journal-title":"Phys. Rep."},{"key":"25_CR12","unstructured":"Nasrollahi, L., Metz, S., Chintala, S.: Unsupervised representation learning with deep convolutional generative adversarial networks. In: ICLR (2016)"},{"issue":"1","key":"25_CR13","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/s00205-006-0038-0","volume":"184","author":"A Novikov","year":"2007","unstructured":"Novikov, A., Ryzhik, L.: Boundary layers and KPP fronts in a cellular flow. Arch. Ration. Mech. Anal. 184(1), 23\u201348 (2007)","journal-title":"Arch. Ration. Mech. Anal."},{"key":"25_CR14","doi-asserted-by":"crossref","unstructured":"Quarteroni, A., Rozza, G. (eds.): Reduced Order Methods for Modeling and Computational Reduction. MS&A, vol. 9. Springer (2014)","DOI":"10.1007\/978-3-319-02090-7"},{"key":"25_CR15","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. In: ICLR (2015)"},{"key":"25_CR16","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1090\/qam\/910462","volume":"45","author":"L Sirovich","year":"1987","unstructured":"Sirovich, L.: Turbulence and the dynamics of coherent structures. Part I: coherent structures. Q. Appl. Math. 45, 561\u2013571 (1987)","journal-title":"Q. Appl. Math."},{"key":"25_CR17","first-page":"196","volume":"2","author":"G Taylor","year":"1921","unstructured":"Taylor, G.: Diffusion by continuous movements. Proc. London Math. Soc. 2, 196\u2013211 (1921)","journal-title":"Proc. London Math. Soc."},{"issue":"4","key":"25_CR18","doi-asserted-by":"publisher","first-page":"2322","DOI":"10.1137\/18M1165219","volume":"56","author":"Z Wang","year":"2018","unstructured":"Wang, Z., Xin, J., Zhang, Z.: Computing effective diffusivity of chaotic and stochastic flows using structure-preserving schemes. SIAM J. Numer. Anal. 56(4), 2322\u20132344 (2018)","journal-title":"SIAM J. Numer. Anal."},{"issue":"6","key":"25_CR19","doi-asserted-by":"publisher","first-page":"1049","DOI":"10.1016\/j.anihpc.2012.11.004","volume":"30","author":"J Xin","year":"2013","unstructured":"Xin, J., Yu, Y.: Sharp asymptotic growth laws of turbulent flame speeds in cellular flows by inviscid Hamilton-Jacobi models. Annales de l\u2019Institut Henri Poincar\u00e9, Analyse Nonlineaire 30(6), 1049\u20131068 (2013)","journal-title":"Annales de l\u2019Institut Henri Poincar\u00e9, Analyse Nonlineaire"},{"key":"25_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00205-014-0751-z","volume":"214","author":"J Xin","year":"2014","unstructured":"Xin, J., Yu, Y.: Front quenching in G-equation model induced by straining of cellular flow. Arch. Ration. Mech. Anal. 214, 1\u201334 (2014)","journal-title":"Arch. Ration. Mech. Anal."},{"key":"25_CR21","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.physd.2015.07.001","volume":"311\u2013312","author":"P Zu","year":"2015","unstructured":"Zu, P., Chen, L., Xin, J.: A computational study of residual KPP front speeds in time-periodic cellular flows in the small diffusion limit. Phys. D 311\u2013312, 37\u201344 (2015)","journal-title":"Phys. D"}],"container-title":["Advances in Intelligent Systems and Computing","Advanced Computational Methods for Knowledge Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-38364-0_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,12,19]],"date-time":"2019-12-19T04:15:47Z","timestamp":1576728947000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-38364-0_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12,20]]},"ISBN":["9783030383633","9783030383640"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-38364-0_25","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,12,20]]},"assertion":[{"value":"20 December 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSAMA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computer Science, Applied Mathematics and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hanoi","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 December 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 December 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsama2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.lita.univ-lorraine.fr\/~iccsama2019\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}