FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2232156908> ?p ?o ?g. }

• W2232156908 endingPage "2106" @default.
• W2232156908 startingPage "2086" @default.
• W2232156908 abstract "We present a novel technique for ranking the relative importance of galaxy properties in the process of quenching star formation. Specifically, we develop an artificial neural network (ANN) approach for pattern recognition and apply it to a population of over 400,000 central galaxies taken from the Sloan Digital Sky Survey Data Release 7. We utilise a variety of physical galaxy properties for training the pattern recognition algorithm to recognise star forming and passive systems, for a `training set' of $sim$100,000 galaxies. We then apply the ANN model to a `verification set' of $sim$100,000 different galaxies, randomly chosen from the remaining sample. The success rate of each parameter singly, and in conjunction with other parameters, is taken as an indication of how important the parameters are to the process(es) of central galaxy quenching. We find that central velocity dispersion, bulge mass and B/T are excellent predictors of the passive state of the system, indicating that properties related to the central mass of the galaxy are most closely linked to the cessation of star formation. Larger scale galaxy properties (total or disk stellar masses), or those linked to environment (halo masses or $delta_5$) perform significantly less well. Our results are plausibly explained by AGN feedback driving the quenching of central galaxies, although we discuss other possibilities as well." @default.
• W2232156908 created "2016-06-24" @default.
• W2232156908 creator A5028964518 @default.
• W2232156908 creator A5040066794 @default.
• W2232156908 creator A5042374450 @default.
• W2232156908 date "2016-02-07" @default.
• W2232156908 modified "2023-09-23" @default.
• W2232156908 title "An artificial neural network approach for ranking quenching parameters in central galaxies" @default.
• W2232156908 cites W1513075382 @default.
• W2232156908 cites W1603312269 @default.
• W2232156908 cites W1730608175 @default.
• W2232156908 cites W1764541236 @default.
• W2232156908 cites W1824902482 @default.
• W2232156908 cites W1841156365 @default.
• W2232156908 cites W1882938068 @default.
• W2232156908 cites W1925665838 @default.
• W2232156908 cites W1929623410 @default.
• W2232156908 cites W1967876247 @default.
• W2232156908 cites W1970932181 @default.
• W2232156908 cites W1977361870 @default.
• W2232156908 cites W1982717117 @default.
• W2232156908 cites W1988235022 @default.
• W2232156908 cites W1990401433 @default.
• W2232156908 cites W2000481593 @default.
• W2232156908 cites W2002044265 @default.
• W2232156908 cites W2006284873 @default.
• W2232156908 cites W2009415789 @default.
• W2232156908 cites W2012886609 @default.
• W2232156908 cites W2014220424 @default.
• W2232156908 cites W2014726262 @default.
• W2232156908 cites W2015010829 @default.
• W2232156908 cites W2016401142 @default.
• W2232156908 cites W2024319723 @default.
• W2232156908 cites W2024575651 @default.
• W2232156908 cites W2026903343 @default.
• W2232156908 cites W2027655196 @default.
• W2232156908 cites W2031617522 @default.
• W2232156908 cites W2032317739 @default.
• W2232156908 cites W2033668875 @default.
• W2232156908 cites W2035052071 @default.
• W2232156908 cites W2036384042 @default.
• W2232156908 cites W2036491734 @default.
• W2232156908 cites W2036914160 @default.
• W2232156908 cites W2039414721 @default.
• W2232156908 cites W2045782407 @default.
• W2232156908 cites W2046662459 @default.
• W2232156908 cites W2048414711 @default.
• W2232156908 cites W2049672115 @default.
• W2232156908 cites W2059302115 @default.
• W2232156908 cites W2059407430 @default.
• W2232156908 cites W2061231038 @default.
• W2232156908 cites W2064141429 @default.
• W2232156908 cites W2067264089 @default.
• W2232156908 cites W2073751390 @default.
• W2232156908 cites W2073779905 @default.
• W2232156908 cites W2074106980 @default.
• W2232156908 cites W2080259687 @default.
• W2232156908 cites W2080907069 @default.
• W2232156908 cites W2081885344 @default.
• W2232156908 cites W2086949239 @default.
• W2232156908 cites W2087859919 @default.
• W2232156908 cites W2090459210 @default.
• W2232156908 cites W2093117272 @default.
• W2232156908 cites W2098224451 @default.
• W2232156908 cites W2104403548 @default.
• W2232156908 cites W2109146631 @default.
• W2232156908 cites W2114553120 @default.
• W2232156908 cites W2119131940 @default.
• W2232156908 cites W2120523711 @default.
• W2232156908 cites W2124199755 @default.
• W2232156908 cites W2127984363 @default.
• W2232156908 cites W2129276959 @default.
• W2232156908 cites W2129908204 @default.
• W2232156908 cites W2135894620 @default.
• W2232156908 cites W2141709306 @default.
• W2232156908 cites W2142684270 @default.
• W2232156908 cites W2145002594 @default.
• W2232156908 cites W2145024951 @default.
• W2232156908 cites W2147024658 @default.
• W2232156908 cites W2149653371 @default.
• W2232156908 cites W2153037851 @default.
• W2232156908 cites W2153048564 @default.
• W2232156908 cites W2153306591 @default.
• W2232156908 cites W2155653793 @default.
• W2232156908 cites W2158012372 @default.
• W2232156908 cites W2158698691 @default.
• W2232156908 cites W2159657041 @default.
• W2232156908 cites W2160197565 @default.
• W2232156908 cites W2163212281 @default.
• W2232156908 cites W2166365370 @default.
• W2232156908 cites W2166493535 @default.
• W2232156908 cites W2167306626 @default.
• W2232156908 cites W2168264884 @default.
• W2232156908 cites W2171582647 @default.
• W2232156908 cites W2204815181 @default.
• W2232156908 cites W2278294788 @default.
• W2232156908 cites W2949884473 @default.
• W2232156908 cites W3098160327 @default.

• next