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[CourseClub.NET] Coursera - Addressing Large Hadron Collider Challenges by Machine Learning
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2019-5-28 00:52
2024-8-26 11:53
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850.27 MB
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相关链接
CourseClub
NET
Coursera
-
Addressing
Large
Hadron
Collider
Challenges
by
Machine
Learning
文件列表
001.Introduction/001. Introduction into the course.mp4
48.31MB
001.Introduction/002. Experimental particle physics.mp4
52.59MB
001.Introduction/003. Testing hypotheses experimentally.mp4
49.03MB
001.Introduction/004. Particle physics simulation.mp4
30.94MB
002.Detector composition/005. Particle identification.mp4
35.02MB
002.Detector composition/006. Tracking system.mp4
28.76MB
002.Detector composition/007. Ring Imaging Cherenkov detector.mp4
24.47MB
002.Detector composition/008. Calorimeters.mp4
46.4MB
002.Detector composition/009. Muon system.mp4
31.4MB
003.Particle identification with machine learning/010. Machine learning in particle identification.mp4
26.74MB
003.Particle identification with machine learning/011. Uniform classifiers.mp4
46.38MB
004.Search for New Physics in Rare Decays/012. Physics as a Game of Theories.mp4
31.04MB
004.Search for New Physics in Rare Decays/013. Lepton Flavour Violation.mp4
53.88MB
004.Search for New Physics in Rare Decays/014. Classifier Constraints.mp4
45.47MB
004.Search for New Physics in Rare Decays/015. Data vs Simulation Agreement.mp4
22.4MB
005.Search for Dark Matter Hints with Machine Learning at new CERN experiment/016. Dark Matter.mp4
26.69MB
005.Search for Dark Matter Hints with Machine Learning at new CERN experiment/017. Search for Dark Matter at Accelerator Experiment.mp4
47.09MB
005.Search for Dark Matter Hints with Machine Learning at new CERN experiment/018. Getting Data Before Experiment is built.mp4
43.8MB
005.Search for Dark Matter Hints with Machine Learning at new CERN experiment/019. Going Deeper.mp4
37.61MB
005.Search for Dark Matter Hints with Machine Learning at new CERN experiment/020. Looking Ahead.mp4
12.79MB
006.Detector optimization/021. Detector optimization.mp4
27.27MB
006.Detector optimization/022. Normal distribution.mp4
13.84MB
006.Detector optimization/023. Gaussian processes for regression.mp4
16.68MB
006.Detector optimization/024. Bayesian optimization. Part 1.mp4
16.74MB
006.Detector optimization/025. Bayesian optimization. Part 2.mp4
20.33MB
006.Detector optimization/026. Optimization examples.mp4
14.59MB
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