Matches in SemOpenAlex for { <https://semopenalex.org/work/W4378715422> ?p ?o ?g. }
- W4378715422 abstract "Abstract Laser-plasma physics has developed rapidly over the past few decades as lasers have become both more powerful and more widely available. Early experimental and numerical research in this field was dominated by single-shot experiments with limited parameter exploration. However, recent technological improvements make it possible to gather data for hundreds or thousands of different settings in both experiments and simulations. This has sparked interest in using advanced techniques from mathematics, statistics and computer science to deal with, and benefit from, big data. At the same time, sophisticated modeling techniques also provide new ways for researchers to deal effectively with situation where still only sparse data are available. This paper aims to present an overview of relevant machine learning methods with focus on applicability to laser-plasma physics and its important sub-fields of laser-plasma acceleration and inertial confinement fusion." @default.
- W4378715422 created "2023-05-30" @default.
- W4378715422 creator A5003095296 @default.
- W4378715422 creator A5043131303 @default.
- W4378715422 creator A5047233390 @default.
- W4378715422 creator A5052766236 @default.
- W4378715422 creator A5054356828 @default.
- W4378715422 creator A5066238431 @default.
- W4378715422 date "2023-01-01" @default.
- W4378715422 modified "2023-09-27" @default.
- W4378715422 title "Data-driven science and machine learning methods in laser–plasma physics" @default.
- W4378715422 cites W1510052597 @default.
- W4378715422 cites W1512208174 @default.
- W4378715422 cites W1541526924 @default.
- W4378715422 cites W1595159159 @default.
- W4378715422 cites W1648925826 @default.
- W4378715422 cites W1678356000 @default.
- W4378715422 cites W1727833014 @default.
- W4378715422 cites W1798277728 @default.
- W4378715422 cites W1814819568 @default.
- W4378715422 cites W1969640621 @default.
- W4378715422 cites W1972199097 @default.
- W4378715422 cites W1972306178 @default.
- W4378715422 cites W1974922087 @default.
- W4378715422 cites W1979001301 @default.
- W4378715422 cites W1979769287 @default.
- W4378715422 cites W1987339857 @default.
- W4378715422 cites W1987971958 @default.
- W4378715422 cites W1989505520 @default.
- W4378715422 cites W1991772077 @default.
- W4378715422 cites W1996509315 @default.
- W4378715422 cites W1997598900 @default.
- W4378715422 cites W2002498099 @default.
- W4378715422 cites W2002667752 @default.
- W4378715422 cites W2005535528 @default.
- W4378715422 cites W2013143570 @default.
- W4378715422 cites W2016918827 @default.
- W4378715422 cites W2019939716 @default.
- W4378715422 cites W2023092001 @default.
- W4378715422 cites W2028349405 @default.
- W4378715422 cites W2031821597 @default.
- W4378715422 cites W2033030715 @default.
- W4378715422 cites W2034340395 @default.
- W4378715422 cites W2044382911 @default.
- W4378715422 cites W2044533293 @default.
- W4378715422 cites W2046376809 @default.
- W4378715422 cites W2051709910 @default.
- W4378715422 cites W2056466414 @default.
- W4378715422 cites W2064339003 @default.
- W4378715422 cites W2064675550 @default.
- W4378715422 cites W2068425731 @default.
- W4378715422 cites W2069143585 @default.
- W4378715422 cites W2070493638 @default.
- W4378715422 cites W2077987834 @default.
- W4378715422 cites W2078787667 @default.
- W4378715422 cites W2083027289 @default.
- W4378715422 cites W2086317547 @default.
- W4378715422 cites W2100556411 @default.
- W4378715422 cites W2101987737 @default.
- W4378715422 cites W2105934661 @default.
- W4378715422 cites W2107855332 @default.
- W4378715422 cites W2107861471 @default.
- W4378715422 cites W2111597609 @default.
- W4378715422 cites W2116066407 @default.
- W4378715422 cites W2119667497 @default.
- W4378715422 cites W2123649031 @default.
- W4378715422 cites W2126105956 @default.
- W4378715422 cites W2129241737 @default.
- W4378715422 cites W2130416410 @default.
- W4378715422 cites W2137134847 @default.
- W4378715422 cites W2145962650 @default.
- W4378715422 cites W2148707879 @default.
- W4378715422 cites W2155927283 @default.
- W4378715422 cites W2159579247 @default.
- W4378715422 cites W2165416972 @default.
- W4378715422 cites W2165565866 @default.
- W4378715422 cites W2167733394 @default.
- W4378715422 cites W2171074980 @default.
- W4378715422 cites W2183182206 @default.
- W4378715422 cites W2192203593 @default.
- W4378715422 cites W2223920794 @default.
- W4378715422 cites W2226951437 @default.
- W4378715422 cites W2239232218 @default.
- W4378715422 cites W2254920216 @default.
- W4378715422 cites W2289463038 @default.
- W4378715422 cites W2311950634 @default.
- W4378715422 cites W2345413944 @default.
- W4378715422 cites W2412782625 @default.
- W4378715422 cites W24821413 @default.
- W4378715422 cites W2507165964 @default.
- W4378715422 cites W2511814537 @default.
- W4378715422 cites W2524620548 @default.
- W4378715422 cites W2551393996 @default.
- W4378715422 cites W2585298970 @default.
- W4378715422 cites W2592857946 @default.
- W4378715422 cites W2596446027 @default.
- W4378715422 cites W2608541815 @default.
- W4378715422 cites W2618530766 @default.
- W4378715422 cites W2620332182 @default.
- W4378715422 cites W2622826443 @default.