Knowledge Garden
Search
Search
Dark mode
Light mode
Explorer
Tag: pinns
6 items with this tag.
29 Jun 2026
Residuals in NF2 and PINNs
solar-physics
nf2
pinns
nlfff
residuals
29 Jun 2026
SIREN neural field model in NF2
solar-physics
nf2
pinns
siren
machine-learning
29 Jun 2026
Potential-field loss scaling in NF2
solar-physics
nf2
pinns
potential-field
training
29 Jun 2026
NF2 training loop and loss scheduling
solar-physics
nf2
pinns
nlfff
training
machine-learning
29 Jun 2026
NF2 and physics-informed neural coronal extrapolation
solar-physics
nf2
pinns
nlfff
machine-learning
29 Jun 2026
Classical optimisation and the NF2 loss
solar-physics
nlfff
nf2
pinns
optimisation
machine-learning