Search for tag: "autoencoder"

Thumbnail for Localizing Alfvén eigenmodes in plasma based on high resolution ECE spectrograms at DIII-D using autoencoders and image processing techniques, Eric Ahn, UG '24 (3956085)

Localizing Alfvén eigenmodes in plasma…

duration 5 minutes 5 seconds

Localizing Alfvén eigenmodes in plasma…

Localizing Alfvén eigenmodes in plasma based on high resolution ECE spectrograms at DIII-D using autoencoders and image processing techniques, Eric Ahn, UG '24 (3956085)

Localizing Alfvén eigenmodes in plasma based on high resolution ECE spectrograms at DIII-D using autoencoders and image processing techniques, Eric Ahn, UG '24 (3956085)

Despite the promising achievements in fusion production, tokamaks still suffer from kinetic and MHD instabilities. In this work, we focus on Alfvén eigenmodes (AEs), a class of ubiquitous…

alfven eigenmodes
tokamak
electron cyclotron emission
autoencoder
model
pipeline
spectrogram
image
spectrograms
channels
auto
features
videos
frequency
channel
diagnostics
lot
techniques
processing
resolution
questions
presentation
From  Research Princeton Research Day 0 likes 20 plays
Date
April 27th, 2022
Speaker
Eric Ahn
Department
Operations Research and Financial Engineering
Thumbnail for Intro to Machine Learning, Part 3 of 4

Intro to Machine Learning, Part 3 of 4

duration 1 hour 52 minutes

Intro to Machine Learning, Part 3 of 4

Intro to Machine Learning, Part 3 of 4

Intro to Machine Learning, Part 3 of 4

Intro to Machine Learning, Part 3 of 4

picscie
research computing
clusters
network
examples
things
kind
clustering
image
space
points
input
lake
distribution
dataset
model
learning
detection
cluster
distance
machine
autoencoder
From  Andrea Rubinstein 0 likes 15 plays
Date
January 21st, 2022
Speaker
Savannah Thais
Department
PICSciE/Research Computing