scholarly journals Extracting the Galactic Center excess’ source-count distribution with neural nets

2021 ◽  
Vol 104 (12) ◽  
Author(s):  
Florian List ◽  
Nicholas L. Rodd ◽  
Geraint F. Lewis
Keyword(s):  
Galactic Center ◽  
Neural Nets ◽  
Count Distribution

Advanced Statistical Tools for Improving Yield and Reliability

1999 ◽  
Author(s):  
Richard C. Kittler
Keyword(s):  
Data Mining ◽  
Analysis Data ◽  
Neural Nets ◽  
Future Trends ◽  
Statistical Tools ◽  
Mining Technology ◽  
Explanatory Variables ◽  
Data Coverage ◽  
Statistical Approaches ◽  
Adequate Data

Abstract Analysis of manufacturing data as a tool for failure analysts often meets with roadblocks due to the complex non-linear behaviors of the relationships between failure rates and explanatory variables drawn from process history. The current work describes how the use of a comprehensive engineering database and data mining technology over-comes some of these difficulties and enables new classes of problems to be solved. The characteristics of the database design necessary for adequate data coverage and unit traceability are discussed. Data mining technology is explained and contrasted with traditional statistical approaches as well as those of expert systems, neural nets, and signature analysis. Data mining is applied to a number of common problem scenarios. Finally, future trends in data mining technology relevant to failure analysis are discussed.

POPULATION OF DOUBLE WHITE DWARFS IN THE GALACTIC CENTER

2020 ◽  
Vol 3 (331) ◽  
pp. 15-20
Author(s):  
Taras Panamarev ◽  
◽  
Aigerim Otebay ◽  
Bekdaulet Shukirgaliyev ◽  
Mukhagali Kalambay ◽  
...  
Keyword(s):  
White Dwarfs ◽  
Galactic Center

Resolved Millisecond Pulsars are Consistent with the Galactic Center Excess (Invited Talk)

2018 ◽  
Author(s):  
Chris Gordon ◽  
Harrison Ploeg ◽  
Roland Crocker ◽  
Oscar Macias
Keyword(s):  
Galactic Center ◽  
Millisecond Pulsars
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