{"product_id":"reduction-approximation-machine-learning-surrogates-emulators-and-simulators-von-undefined","title":"Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators","description":"\n                                \n                \u003cp\u003eThis volume is focused on the review of recent algorithmic and mathematical advances and the development of new research directions for Mathematical Model Approximations via RAMSES (Reduced order models, Approximation theory, Machine learning, Surrogates, Emulators, Simulators) in the setting of parametrized partial differential equations also with sparse and noisy data in high-dimensional parameter spaces.\u003c\/p\u003e\n                                \n                \u003cp\u003e \u003c\/p\u003e\n                                \n                \u003cp\u003eThe book is a valuable resource for researchers, as well as masters and Ph.D students.\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031550591\"\u003e\u003ch3\u003eRAMSES\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031550621\"\u003e\u003ch3\u003eRAMSES\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783031550591","offer_id":49648941400389,"sku":"9783031550591","price":149.79,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783031550621","offer_id":55348657652037,"sku":"9783031550621","price":149.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/c08820a7-b0c5-48b8-a34b-def481de8b02.jpg?v=1772688237","url":"https:\/\/shop.autorenwelt.de\/products\/reduction-approximation-machine-learning-surrogates-emulators-and-simulators-von-undefined","provider":"Autorenwelt Shop","version":"1.0","type":"link"}