YichengDWu/Sophon.jl
Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
JuliaMIT
Issues
- 0
Precompiling of Sophon hanging on Windows
#263 opened by finmod - 0
Spatiotemporal Mean Field Games using PINO
#262 opened by finmod - 50
TagBot trigger issue
#85 opened by JuliaTagBot - 0
add @showprogress for logging
#241 opened by YichengDWu - 2
Question about SIRENS
#193 opened by xtalax - 3
Using Sophon with custom Layers
#229 opened by arthur-bizzi - 6
- 2
Rename `residual_function_n`?
#224 opened by arthur-bizzi - 0
More constructors of BACON
#121 opened by YichengDWu - 0
use exp_fast for `gaussian`
#154 opened by YichengDWu - 0
customizing training loop
#176 opened by YichengDWu - 1
Models
#16 opened by YichengDWu - 2
`CausalTraing` not working
#115 opened by YichengDWu - 0
some equations are mistreated as periodic bcs
#158 opened by YichengDWu - 0
remove `device_type` in favor of `gpu` and `cpu`
#152 opened by YichengDWu - 0
Change LBFGS to BFGS
#150 opened by YichengDWu - 0
Tutorials
#19 opened by YichengDWu - 0
interface for adaptive sampling
#119 opened by YichengDWu - 2
PINN should allow seeding
#131 opened by YichengDWu - 2
Sample one dataset for all equations
#137 opened by YichengDWu - 1
- 0
rewrite QuasiSampler
#138 opened by YichengDWu - 9
Nibbling NeuralPDE
#111 opened by YichengDWu - 0
introduce `scalarize` to scalarize loss functions
#123 opened by YichengDWu - 0
remove kwargs in PINN
#120 opened by YichengDWu - 0
- 1
Sophon's own `QuasiRandomTraining`
#110 opened by YichengDWu - 1
Make `CausalTraining` deterministic
#107 opened by YichengDWu - 1
More positional arguements so we can dispatch
#103 opened by YichengDWu - 0
Major acceleration
#108 opened by YichengDWu - 0
`Scalar` should be `ScalarLayer`
#97 opened by YichengDWu - 0
sinpi and sin should both exist
#100 opened by YichengDWu - 1
`SirenAttention` should be gone
#98 opened by YichengDWu - 0
- 0
Rethinking `FourierFeature`
#83 opened by YichengDWu - 0
change multifourier's arguments
#81 opened by YichengDWu - 0
CausalTraining should support grid training
#73 opened by YichengDWu - 0
Support user-defined fourier modes
#69 opened by YichengDWu - 0
take initialization seriously
#37 opened by YichengDWu - 0
- 0
relax sine and siren
#57 opened by YichengDWu - 0
Don't export RADTraining
#53 opened by YichengDWu - 0
change siren‘s arguments
#43 opened by YichengDWu - 0