FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W265613898> ?p ?o ?g. }

• W265613898 abstract "Modeling dynamical systems with ordinary differential equations implies a mechanistic view of the process underlying the dynamics. However in many cases, this knowledge is not available. To overcome this issue, we introduce a general framework for nonparametric ODE models using penalized regression in Reproducing Kernel Hilbert Spaces (RKHS) based on operator-valued kernels. Moreover, we extend the scope of gradient matching approaches to nonparametric ODE. A smooth estimate of the solution ODE is built to provide an approximation of the derivative of the ODE solution which is in turn used to learn the nonparametric ODE model. This approach benefits from the flexibility of penalized regression in RKHS allowing for ridge or (structured) sparse regression as well. Very good results are shown on 3 different ODE systems." @default.
• W265613898 created "2016-06-24" @default.
• W265613898 creator A5007032257 @default.
• W265613898 creator A5066766964 @default.
• W265613898 date "2014-11-19" @default.
• W265613898 modified "2023-09-27" @default.
• W265613898 title "Learning nonparametric differential equations with operator-valued kernels and gradient matching" @default.
• W265613898 cites W1190310966 @default.
• W265613898 cites W1575978816 @default.
• W265613898 cites W1830719945 @default.
• W265613898 cites W1861937314 @default.
• W265613898 cites W1963939632 @default.
• W265613898 cites W1986280275 @default.
• W265613898 cites W2009375605 @default.
• W265613898 cites W2053559248 @default.
• W265613898 cites W2061191702 @default.
• W265613898 cites W2062183865 @default.
• W265613898 cites W2099693464 @default.
• W265613898 cites W2104911495 @default.
• W265613898 cites W2115003579 @default.
• W265613898 cites W2138019504 @default.
• W265613898 cites W2143104527 @default.
• W265613898 cites W2146611938 @default.
• W265613898 cites W2146756876 @default.
• W265613898 cites W2187649144 @default.
• W265613898 cites W2213533165 @default.
• W265613898 cites W2271221198 @default.
• W265613898 cites W2951715301 @default.
• W265613898 cites W62387039 @default.
• W265613898 cites W792219868 @default.
• W265613898 hasPublicationYear "2014" @default.
• W265613898 type Work @default.
• W265613898 sameAs 265613898 @default.
• W265613898 citedByCount "3" @default.
• W265613898 countsByYear W2656138982016 @default.
• W265613898 countsByYear W2656138982021 @default.
• W265613898 crossrefType "posted-content" @default.
• W265613898 hasAuthorship W265613898A5007032257 @default.
• W265613898 hasAuthorship W265613898A5066766964 @default.
• W265613898 hasConcept C102366305 @default.
• W265613898 hasConcept C104317684 @default.
• W265613898 hasConcept C126255220 @default.
• W265613898 hasConcept C134306372 @default.
• W265613898 hasConcept C149782125 @default.
• W265613898 hasConcept C158448853 @default.
• W265613898 hasConcept C17020691 @default.
• W265613898 hasConcept C185592680 @default.
• W265613898 hasConcept C202444582 @default.
• W265613898 hasConcept C28826006 @default.
• W265613898 hasConcept C33923547 @default.
• W265613898 hasConcept C34862557 @default.
• W265613898 hasConcept C41008148 @default.
• W265613898 hasConcept C51544822 @default.
• W265613898 hasConcept C55493867 @default.
• W265613898 hasConcept C62799726 @default.
• W265613898 hasConcept C74127309 @default.
• W265613898 hasConcept C74193536 @default.
• W265613898 hasConcept C78045399 @default.
• W265613898 hasConcept C80884492 @default.
• W265613898 hasConcept C86339819 @default.
• W265613898 hasConceptScore W265613898C102366305 @default.
• W265613898 hasConceptScore W265613898C104317684 @default.
• W265613898 hasConceptScore W265613898C126255220 @default.
• W265613898 hasConceptScore W265613898C134306372 @default.
• W265613898 hasConceptScore W265613898C149782125 @default.
• W265613898 hasConceptScore W265613898C158448853 @default.
• W265613898 hasConceptScore W265613898C17020691 @default.
• W265613898 hasConceptScore W265613898C185592680 @default.
• W265613898 hasConceptScore W265613898C202444582 @default.
• W265613898 hasConceptScore W265613898C28826006 @default.
• W265613898 hasConceptScore W265613898C33923547 @default.
• W265613898 hasConceptScore W265613898C34862557 @default.
• W265613898 hasConceptScore W265613898C41008148 @default.
• W265613898 hasConceptScore W265613898C51544822 @default.
• W265613898 hasConceptScore W265613898C55493867 @default.
• W265613898 hasConceptScore W265613898C62799726 @default.
• W265613898 hasConceptScore W265613898C74127309 @default.
• W265613898 hasConceptScore W265613898C74193536 @default.
• W265613898 hasConceptScore W265613898C78045399 @default.
• W265613898 hasConceptScore W265613898C80884492 @default.
• W265613898 hasConceptScore W265613898C86339819 @default.
• W265613898 hasLocation W2656138981 @default.
• W265613898 hasOpenAccess W265613898 @default.
• W265613898 hasPrimaryLocation W2656138981 @default.
• W265613898 hasRelatedWork W122563924 @default.
• W265613898 hasRelatedWork W1556694397 @default.
• W265613898 hasRelatedWork W1647390173 @default.
• W265613898 hasRelatedWork W1883287037 @default.
• W265613898 hasRelatedWork W2003410526 @default.
• W265613898 hasRelatedWork W2054184517 @default.
• W265613898 hasRelatedWork W2116680122 @default.
• W265613898 hasRelatedWork W2118504964 @default.
• W265613898 hasRelatedWork W2148651989 @default.
• W265613898 hasRelatedWork W2167999092 @default.
• W265613898 hasRelatedWork W2419326183 @default.
• W265613898 hasRelatedWork W2568597309 @default.
• W265613898 hasRelatedWork W2604243882 @default.
• W265613898 hasRelatedWork W2939134861 @default.
• W265613898 hasRelatedWork W2962755279 @default.
• W265613898 hasRelatedWork W3003858784 @default.

• next