Matches in SemOpenAlex for { <https://semopenalex.org/work/W2968111330> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W2968111330 abstract "Author(s): Gentry, Eric S | Advisor(s): Madau, Piero | Abstract: Stars are born in clusters and massive stars die relatively quickly, so we expect core collapse supernovae (SNe) to be clustered in both space in time. Despite this, traditional SN feedback models assume SN blasts are isolated and do not interact. In my thesis I show that clustering might have a very large effect on the final momentum added into the SN's host galaxy's interstellar medium (ISM; as large as an order of magnitude increase), but also that the actual effect size is still unknown and requires further study.Additionally, I perform experiments into machine learning-driven approaches to identifying nearby dwarf galaxies (a 300:1 class imbalanced problem) within a large (g100 TB) dataset of galaxy images. I show that our current training data and tools do a good start, but are ultimately too limited to get to satisfactory levels of completeness and purity for immediate use within a weak lensing analysis." @default.
- W2968111330 created "2019-08-22" @default.
- W2968111330 creator A5069491439 @default.
- W2968111330 date "2019-01-01" @default.
- W2968111330 modified "2023-09-26" @default.
- W2968111330 title "The Momentum Yield of Clustered SNe; Machine Learning to Identify Dwarf Galaxies" @default.
- W2968111330 hasPublicationYear "2019" @default.
- W2968111330 type Work @default.
- W2968111330 sameAs 2968111330 @default.
- W2968111330 citedByCount "0" @default.
- W2968111330 crossrefType "journal-article" @default.
- W2968111330 hasAuthorship W2968111330A5069491439 @default.
- W2968111330 hasConcept C121332964 @default.
- W2968111330 hasConcept C127592171 @default.
- W2968111330 hasConcept C1276947 @default.
- W2968111330 hasConcept C150846664 @default.
- W2968111330 hasConcept C154945302 @default.
- W2968111330 hasConcept C37119246 @default.
- W2968111330 hasConcept C41008148 @default.
- W2968111330 hasConcept C44870925 @default.
- W2968111330 hasConcept C73555534 @default.
- W2968111330 hasConcept C98444146 @default.
- W2968111330 hasConceptScore W2968111330C121332964 @default.
- W2968111330 hasConceptScore W2968111330C127592171 @default.
- W2968111330 hasConceptScore W2968111330C1276947 @default.
- W2968111330 hasConceptScore W2968111330C150846664 @default.
- W2968111330 hasConceptScore W2968111330C154945302 @default.
- W2968111330 hasConceptScore W2968111330C37119246 @default.
- W2968111330 hasConceptScore W2968111330C41008148 @default.
- W2968111330 hasConceptScore W2968111330C44870925 @default.
- W2968111330 hasConceptScore W2968111330C73555534 @default.
- W2968111330 hasConceptScore W2968111330C98444146 @default.
- W2968111330 hasLocation W29681113301 @default.
- W2968111330 hasOpenAccess W2968111330 @default.
- W2968111330 hasPrimaryLocation W29681113301 @default.
- W2968111330 hasRelatedWork W1812086720 @default.
- W2968111330 hasRelatedWork W2053716130 @default.
- W2968111330 hasRelatedWork W2121584184 @default.
- W2968111330 hasRelatedWork W2149954874 @default.
- W2968111330 hasRelatedWork W2200534907 @default.
- W2968111330 hasRelatedWork W2245750360 @default.
- W2968111330 hasRelatedWork W2345263333 @default.
- W2968111330 hasRelatedWork W2554154672 @default.
- W2968111330 hasRelatedWork W2580212665 @default.
- W2968111330 hasRelatedWork W2895928534 @default.
- W2968111330 hasRelatedWork W2989634718 @default.
- W2968111330 hasRelatedWork W3001044387 @default.
- W2968111330 hasRelatedWork W3048499453 @default.
- W2968111330 hasRelatedWork W3048957877 @default.
- W2968111330 hasRelatedWork W3101557631 @default.
- W2968111330 hasRelatedWork W3103805869 @default.
- W2968111330 hasRelatedWork W3105556367 @default.
- W2968111330 hasRelatedWork W3106278676 @default.
- W2968111330 hasRelatedWork W3121416212 @default.
- W2968111330 hasRelatedWork W3132021169 @default.
- W2968111330 isParatext "false" @default.
- W2968111330 isRetracted "false" @default.
- W2968111330 magId "2968111330" @default.
- W2968111330 workType "article" @default.