DANCE

@UCMxwrbgixOUXjEqWVTcBwsw - 31 subscribers

Dark-matter And Neutrino Computation Explored (DANCE) is a series of workshops about the interfaces of (astro)particle physics and data-intensive computational techniques, such as machine learning.

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Using Convolutional Neural Networks on a Water Cerenkov Detector's Data (Daniel Wenz)

Using Convolutional Neural Networks on a Water Cerenkov Detector's Data (Daniel Wenz) DANCE

39 views - 3 years ago

Nestpy Tutorial

Nestpy Tutorial DANCE

239 views - 5 years ago

Straxferno Circle 9: Mailboxes

Straxferno Circle 9: Mailboxes DANCE

31 views - 5 years ago

Straxferno Circle 8: Processing Setup

Straxferno Circle 8: Processing Setup DANCE

24 views - 5 years ago

Straxferno Circle 7: Dataflow

Straxferno Circle 7: Dataflow DANCE

33 views - 5 years ago

Straxferno Circle 6: Plugins

Straxferno Circle 6: Plugins DANCE

53 views - 5 years ago

Straxferno Circle 5: Storage System

Straxferno Circle 5: Storage System DANCE

75 views - 5 years ago

Straxferno Circle 4: Context Runs Configuration

Straxferno Circle 4: Context Runs Configuration DANCE

62 views - 5 years ago

Straxferno Circle 3: Data Loading and Mini Analysis

Straxferno Circle 3: Data Loading and Mini Analysis DANCE

53 views - 5 years ago

Straxferno Circle 2: Low-Level Processing

Straxferno Circle 2: Low-Level Processing DANCE

72 views - 5 years ago

Straxferno Circle 1: High-Level Processing

Straxferno Circle 1: High-Level Processing DANCE

133 views - 5 years ago

Straxferno Circle 0: Using Strax

Straxferno Circle 0: Using Strax DANCE

379 views - 5 years ago

Getting Started with Machine Learning with Scott Kravitz

Getting Started with Machine Learning with Scott Kravitz DANCE

78 views - 5 years ago

Processing of Graph-Structured Data: An Introduction with Waheed Bajwa and Venkat Roy

Processing of Graph-Structured Data: An Introduction with Waheed Bajwa and Venkat Roy DANCE

94 views - 5 years ago

"Anomaly Finding in the LZ Dark Matter Experiment" from Chami Amarasinghe

"Anomaly Finding in the LZ Dark Matter Experiment" from Chami Amarasinghe DANCE

79 views - 5 years ago

"Estimating Camera Parameters on Cryo-Electron Microscopy w/ VAE & GAN" from N Miolane & F Poitevin

"Estimating Camera Parameters on Cryo-Electron Microscopy w/ VAE & GAN" from N Miolane & F Poitevin DANCE

125 views - 5 years ago

"Machine Learning in LUX" from Scott Kravitz

"Machine Learning in LUX" from Scott Kravitz DANCE

72 views - 5 years ago

"PMT Waveform Analysis in Neutrino Experiments" from Dacheng Xu

"PMT Waveform Analysis in Neutrino Experiments" from Dacheng Xu DANCE

47 views - 5 years ago

"A Fully-Convolutional Autoencoder-like Model for Unlabelled Waveform Analysis" from Ben Krikler

"A Fully-Convolutional Autoencoder-like Model for Unlabelled Waveform Analysis" from Ben Krikler DANCE

66 views - 5 years ago

"ML at the Edge: Intelligent Data Triage in Real Time" from Audrey Corbeil Therrien and Ryan Coffee

"ML at the Edge: Intelligent Data Triage in Real Time" from Audrey Corbeil Therrien and Ryan Coffee DANCE

41 views - 5 years ago

"Holistic ML for Particle-Flow Reconstruction in Imaging Neutrino Detectors" from F. Drielsma

"Holistic ML for Particle-Flow Reconstruction in Imaging Neutrino Detectors" from F. Drielsma DANCE

17 views - 5 years ago

XENON Presentations at DANCE 2020

XENON Presentations at DANCE 2020 DANCE

29 views - 5 years ago

SuperCDMS Presentations at DANCE 2020

SuperCDMS Presentations at DANCE 2020 DANCE

29 views - 5 years ago

EXO Presentations at DANCE 2020

EXO Presentations at DANCE 2020 DANCE

48 views - 5 years ago

"Mapping Machine-Learned Physics Into a Human-Readable Space" from Daniel Whiteson

"Mapping Machine-Learned Physics Into a Human-Readable Space" from Daniel Whiteson DANCE

16 views - 5 years ago

"Machine Learning for Neutrinoless Double Beta Decay in NEXT" from Corey Adams

"Machine Learning for Neutrinoless Double Beta Decay in NEXT" from Corey Adams DANCE

98 views - 5 years ago

"Possible Features for Classifying Signal & BG w/ CNN" from S. Huang, S. Wang, and S. Xia

"Possible Features for Classifying Signal & BG w/ CNN" from S. Huang, S. Wang, and S. Xia DANCE

13 views - 5 years ago

"Lessons From Industry" from Manuel Weber

"Lessons From Industry" from Manuel Weber DANCE

11 views - 5 years ago

"Reconstruction & Machine Learning for Water Cherenkov Detectors" from Nick Prouse

"Reconstruction & Machine Learning for Water Cherenkov Detectors" from Nick Prouse DANCE

133 views - 5 years ago

"Summary of Machine Learning Applications for the COHERENT Collaboration" from Peibo An

"Summary of Machine Learning Applications for the COHERENT Collaboration" from Peibo An DANCE

23 views - 5 years ago

"Measurements Using All Available Information With OmniFold" from Benjamin Nachman

"Measurements Using All Available Information With OmniFold" from Benjamin Nachman DANCE

157 views - 5 years ago

"Physics-Informed Gaussian Process for Real-time Tuning & Control" from Adi Hanuka

"Physics-Informed Gaussian Process for Real-time Tuning & Control" from Adi Hanuka DANCE

437 views - 5 years ago