Model family
Clustering
Unsupervised grouping, including dimensionality reduction for it.
22articles
5Structural biology
9Materials & chemistry
8Astronomy
aix-00206
Neural network designs five hard metallic glasses, all confirmed by experiment
aix-00204
Neural networks stand in for a slow model of interstellar gas clouds
aix-00139
Robot laser-heats thin films while software picks each next heating condition
aix-00136
Diffusion model generates synthetic images of the Sun sorted by flare strength
aix-00176
Neural network potentials trained by repeatedly checking where models disagree on hydrogen sticking to copper
aix-00178
Machine learning picked catalyst recipes for a loop of 44 lab cycles
aix-00135
Clustering algorithm sorts cluster stars from background stars in thirteen open clusters
aix-00186
Language model trained on protein sequences predicts shape and stability of disordered proteins
aix-00190
A transformer model segments cryo-electron tomograms from three viewing directions at once
aix-00129
Neural networks sort supernovae and estimate their distances from brightness alone
aix-00121
Machine learning sorts mitochondrial proteins into three compartments from sequence alone
aix-00106
Volunteer labels train a model to find asteroid trails in Hubble archive images
aix-00082
Neural networks turn simulated cluster mass maps into X-ray and SZ images
aix-00080
Machine learning sifts three-colour infrared survey data for cold brown dwarfs
aix-00068
Machine learning predicts marine steel corrosion from seawater conditions and alloy make-up
aix-00040
Statistical model of 5,441 perovskite solar cells predicts efficiency and suggests recipes
aix-00034
Kepler planets sorted by host star's Galactic orbit show differing eccentricities
aix-00027
Neural networks read infrared spectra to work out how CO sits on platinum
aix-00025
Machine learning picks a new metal mixture, which casting and X-rays confirm
aix-00011
A learning algorithm ran a synchrotron beamline to find a phase-change material
aix-00002
Deep learning turns raw NMR spectra into protein structures without human intervention
aix-00001