Model family
Autoencoder
Encoder/decoder trained to reconstruct its input.
12articles
1Structural biology
2Materials & chemistry
9Astronomy
aix-00206
Neural network designs five hard metallic glasses, all confirmed by experiment
aix-00136
Diffusion model generates synthetic images of the Sun sorted by flare strength
aix-00132
Five codes measured galaxy shapes in simulated Euclid images, one using neural networks
aix-00123
Neural networks swap places with black hole image simulations, both directions
aix-00111
Zero-padding lets one neural network encode crystals with differing element counts
aix-00093
Neural network predicts gas pressure in galaxy clusters from dark matter alone
aix-00084
Neural networks read simulated galaxy cluster catalogues to estimate cosmological parameters
aix-00083
A compact neural network learns to generate shape-shifting protein structures
aix-00076
Neural network strips mains-power hum from LIGO data in about a second
aix-00045
Neural network reads simulated quasar light curves to estimate black hole properties
aix-00042
Two unsupervised methods compress fast radio burst spectra into a handful of numbers
aix-00039