04550nam 22007695 450 991043764250332120220524004710.03-11-067149-210.1515/9783110671490(CKB)5450000000014731(DE-B1597)534747(DE-B1597)9783110671490(OCoLC)1229160848(MiAaPQ)EBC6637473(Au-PeEL)EBL6637473(OCoLC)1276855665(EXLCZ)99545000000001473120210106h20202021 fg engur||#||||||||txtrdacontentcrdamediacrrdacarrierModel Order ReductionVolume 2Snapshot-Based Methods and Algorithms /Peter Benner, Wil Schilders, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Luís Miguel SilveiraBerlin ;Boston :De Gruyter,[2020]©20211 online resource (VIII, 348 p.)Model Order Reduction ;Volume 23-11-067140-9 Frontmatter --Preface to the second volume of Model Order Reduction --Contents --1 Basic ideas and tools for projection-based model reduction of parametric partial differential equations --2 Model order reduction by proper orthogonal decomposition --3 Proper generalized decomposition --4 Reduced basis methods --5 Computational bottlenecks for PROMs: precomputation and hyperreduction --6 Localized model reduction for parameterized problems --7 Data-driven methods for reduced-order modeling --IndexAn increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This second volume focuses on applications in engineering, biomedical engineering, computational physics and computer science.MATHEMATICS / Numerical AnalysisbisacshMATHEMATICS / Numerical Analysis.515.353Alfio Quarteronictbhttps://id.loc.gov/vocabulary/relators/ctbAndrea Manzonictbhttps://id.loc.gov/vocabulary/relators/ctbAndreas Buhrctbhttps://id.loc.gov/vocabulary/relators/ctbAnthony T Pateractbhttps://id.loc.gov/vocabulary/relators/ctbBenner Peteredthttp://id.loc.gov/vocabulary/relators/edtCarmen Gräßlectbhttps://id.loc.gov/vocabulary/relators/ctbCharbel Farhatctbhttps://id.loc.gov/vocabulary/relators/ctbFrancesco Ballarinctbhttps://id.loc.gov/vocabulary/relators/ctbFrancisco Chinestactbhttps://id.loc.gov/vocabulary/relators/ctbGianluigi Rozzactbhttps://id.loc.gov/vocabulary/relators/ctbGiovanni Stabilectbhttps://id.loc.gov/vocabulary/relators/ctbGrivet-Talocia Stefanoedthttp://id.loc.gov/vocabulary/relators/edtJ. Nathan Kutzctbhttps://id.loc.gov/vocabulary/relators/ctbKathrin Smetanactbhttps://id.loc.gov/vocabulary/relators/ctbLaura Iapichinoctbhttps://id.loc.gov/vocabulary/relators/ctbMarco Tezzelectbhttps://id.loc.gov/vocabulary/relators/ctbMartin Hessctbhttps://id.loc.gov/vocabulary/relators/ctbMichael Hinzectbhttps://id.loc.gov/vocabulary/relators/ctbPierre Ladevèzectbhttps://id.loc.gov/vocabulary/relators/ctbQuarteroni Alfioedthttp://id.loc.gov/vocabulary/relators/edtRozza Gianluigiedthttp://id.loc.gov/vocabulary/relators/edtSchilders W. H. A(Wil),edthttp://id.loc.gov/vocabulary/relators/edtSebastian Grimbergctbhttps://id.loc.gov/vocabulary/relators/ctbSilveira Luís Migueledthttp://id.loc.gov/vocabulary/relators/edtStefan Volkweinctbhttps://id.loc.gov/vocabulary/relators/ctbSteven L Bruntonctbhttps://id.loc.gov/vocabulary/relators/ctbYvon Madayctbhttps://id.loc.gov/vocabulary/relators/ctbDE-B1597DE-B1597BOOK9910437642503321Model order reduction1503415UNINA