FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3091522265> ?p ?o ?g. }

• W3091522265 abstract "The evolution of neutrino flavor in dense environments such as core-collapse supernovae and binary compact object mergers constitutes an important and unsolved problem. Its solution has potential implications for the dynamics and heavy-element nucleosynthesis in these environments. In this paper, we build upon recent work to explore inference-based techniques for the estimation of model parameters and neutrino flavor evolution histories. We combine data assimilation, ordinary differential equation solvers, and neural networks to craft an inference approach tailored for nonlinear dynamical systems. Using this architecture, and a simple two-neutrino-beam, two-flavor model, we compare the performances of nine different optimization algorithms and expand upon previous assessments of the efficacy of inference for tackling problems in flavor evolution. We find that employing this new architecture, together with evolutionary optimization algorithms, accurately captures flavor histories in the small-scale model and allows us to quickly explore both model parameters and initial flavor content. In future work we plan to extend these inference techniques to large numbers of neutrinos." @default.
• W3091522265 created "2020-10-08" @default.
• W3091522265 creator A5015942423 @default.
• W3091522265 creator A5027873775 @default.
• W3091522265 creator A5072345208 @default.
• W3091522265 creator A5088703813 @default.
• W3091522265 date "2021-02-08" @default.
• W3091522265 modified "2023-10-16" @default.
• W3091522265 title "Inference of neutrino flavor evolution through data assimilation and neural differential equations" @default.
• W3091522265 cites W1512208174 @default.
• W3091522265 cites W1586549676 @default.
• W3091522265 cites W1963824342 @default.
• W3091522265 cites W1969144558 @default.
• W3091522265 cites W1971327777 @default.
• W3091522265 cites W1974519090 @default.
• W3091522265 cites W1981529605 @default.
• W3091522265 cites W1986698965 @default.
• W3091522265 cites W1991174436 @default.
• W3091522265 cites W1993535943 @default.
• W3091522265 cites W1994117464 @default.
• W3091522265 cites W2015368656 @default.
• W3091522265 cites W2021293875 @default.
• W3091522265 cites W2029290244 @default.
• W3091522265 cites W2039256286 @default.
• W3091522265 cites W2041066860 @default.
• W3091522265 cites W2051434435 @default.
• W3091522265 cites W2051597942 @default.
• W3091522265 cites W2051669046 @default.
• W3091522265 cites W2059447468 @default.
• W3091522265 cites W2068430971 @default.
• W3091522265 cites W2098713243 @default.
• W3091522265 cites W2109625310 @default.
• W3091522265 cites W2120575449 @default.
• W3091522265 cites W2121198253 @default.
• W3091522265 cites W2123871098 @default.
• W3091522265 cites W2137983211 @default.
• W3091522265 cites W2140729971 @default.
• W3091522265 cites W2151339633 @default.
• W3091522265 cites W2153245297 @default.
• W3091522265 cites W2157350782 @default.
• W3091522265 cites W2160608275 @default.
• W3091522265 cites W2168748460 @default.
• W3091522265 cites W2171074980 @default.
• W3091522265 cites W2187537484 @default.
• W3091522265 cites W2261126877 @default.
• W3091522265 cites W2268832788 @default.
• W3091522265 cites W2269136326 @default.
• W3091522265 cites W2319572715 @default.
• W3091522265 cites W2348980703 @default.
• W3091522265 cites W2514963011 @default.
• W3091522265 cites W2528443860 @default.
• W3091522265 cites W2619381903 @default.
• W3091522265 cites W2625091305 @default.
• W3091522265 cites W2750525740 @default.
• W3091522265 cites W2751940693 @default.
• W3091522265 cites W2760110736 @default.
• W3091522265 cites W2770250658 @default.
• W3091522265 cites W2792370218 @default.
• W3091522265 cites W2796079430 @default.
• W3091522265 cites W2888166458 @default.
• W3091522265 cites W2897795150 @default.
• W3091522265 cites W2899283552 @default.
• W3091522265 cites W2900090748 @default.
• W3091522265 cites W2905379087 @default.
• W3091522265 cites W2922701384 @default.
• W3091522265 cites W2939354476 @default.
• W3091522265 cites W2941955497 @default.
• W3091522265 cites W2947884137 @default.
• W3091522265 cites W2949120504 @default.
• W3091522265 cites W2970469336 @default.
• W3091522265 cites W2974291498 @default.
• W3091522265 cites W2979706523 @default.
• W3091522265 cites W2998199443 @default.
• W3091522265 cites W3021710362 @default.
• W3091522265 cites W3035356276 @default.
• W3091522265 cites W3100252394 @default.
• W3091522265 cites W3100800230 @default.
• W3091522265 cites W3101260193 @default.
• W3091522265 cites W3101641230 @default.
• W3091522265 cites W3101848871 @default.
• W3091522265 cites W3103803901 @default.
• W3091522265 cites W3122360422 @default.
• W3091522265 cites W4298202424 @default.
• W3091522265 doi "https://doi.org/10.1103/physrevd.103.043006" @default.
• W3091522265 hasPublicationYear "2021" @default.
• W3091522265 type Work @default.
• W3091522265 sameAs 3091522265 @default.
• W3091522265 citedByCount "5" @default.
• W3091522265 countsByYear W30915222652022 @default.
• W3091522265 countsByYear W30915222652023 @default.
• W3091522265 crossrefType "journal-article" @default.
• W3091522265 hasAuthorship W3091522265A5015942423 @default.
• W3091522265 hasAuthorship W3091522265A5027873775 @default.
• W3091522265 hasAuthorship W3091522265A5072345208 @default.
• W3091522265 hasAuthorship W3091522265A5088703813 @default.
• W3091522265 hasBestOaLocation W30915222653 @default.
• W3091522265 hasConcept C109214941 @default.
• W3091522265 hasConcept C121332964 @default.
• W3091522265 hasConcept C153294291 @default.
• W3091522265 hasConcept C154945302 @default.

• next