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SciML
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NeuralPDE.jl
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
https://docs.sciml.ai/NeuralPDE/stable/
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chore: fix typos
#869
sathvikbhagavan
closed
1 hour ago
0
build(deps): bump crate-ci/typos from 1.22.7 to 1.22.9
#868
dependabot[bot]
closed
4 days ago
2
How to solve SDEs with NeuralPDE?
#867
lockwo
opened
1 week ago
0
[WIP] feat: compatibility of NNODE with CUDA
#866
sathvikbhagavan
opened
1 week ago
0
build(deps): bump crate-ci/typos from 1.22.3 to 1.22.7
#865
dependabot[bot]
closed
1 week ago
0
refactor: remove mutable from `ODEPhi` struct
#864
sathvikbhagavan
opened
2 weeks ago
1
build(deps): bump crate-ci/typos from 1.22.0 to 1.22.3
#863
dependabot[bot]
closed
2 weeks ago
0
[WIP] PINO PDE
#862
KirillZubov
opened
3 weeks ago
0
Bump symbolicutils
#861
ChrisRackauckas
closed
3 weeks ago
0
API PINO PDE
#860
KirillZubov
opened
3 weeks ago
5
build(deps): bump crate-ci/typos from 1.21.0 to 1.22.0
#859
dependabot[bot]
closed
3 weeks ago
0
CompatHelper: bump compat for SymbolicUtils to 2, (keep existing compat)
#858
github-actions[bot]
closed
3 weeks ago
0
Add Deep ritz to NeuralPDE.jl
#857
ayushinav
opened
1 month ago
3
CompatHelper: bump compat for OptimizationOptimJL to 0.3 for package docs, (keep existing compat)
#856
github-actions[bot]
closed
1 month ago
0
The trial solutions to additional_loss function are different depending on parameters
#855
affans
opened
1 month ago
0
Tutorial: imposing constraint on PINN solution of Fokker Planck fails
#854
finmod
closed
1 month ago
4
Better BPINN ode Solver
#853
AstitvaAggarwal
opened
1 month ago
1
build(deps): bump crate-ci/typos from 1.20.10 to 1.21.0
#852
dependabot[bot]
closed
1 month ago
0
build(deps): bump crate-ci/typos from 1.20.9 to 1.20.10
#851
dependabot[bot]
closed
2 months ago
0
build(deps): bump crate-ci/typos from 1.20.8 to 1.20.9
#850
dependabot[bot]
closed
2 months ago
0
Docstring typo fixes
#849
lanceXwq
closed
2 months ago
0
build(deps): bump crate-ci/typos from 1.20.4 to 1.20.8
#848
dependabot[bot]
closed
2 months ago
0
build(deps): bump crate-ci/typos from 1.19.0 to 1.20.4
#847
dependabot[bot]
closed
2 months ago
0
Tag the original solution to sol.original and simplify dependencies
#846
ChrisRackauckas
closed
2 months ago
0
ci: add NNODE, NeuralAdapter, IntegroDiff in GHA from buildkite to have them in Downgrade CI
#845
sathvikbhagavan
closed
2 months ago
1
GPU Compatibility Issue: Compilation Error with Complex-Valued Data in LuxCUDA Broadcasting Kernel
#844
RomanSahakyan03
opened
2 months ago
8
build(deps): bump julia-actions/setup-julia from 1 to 2
#843
dependabot[bot]
closed
2 months ago
0
better BPINN formulation, improvements to include dataset domain points
#842
AstitvaAggarwal
opened
3 months ago
5
chore: format the whole repo
#841
sathvikbhagavan
closed
3 months ago
0
CompatHelper: bump compat for MethodOfLines to 0.11 for package docs, (keep existing compat)
#840
github-actions[bot]
closed
3 months ago
0
feat: allow complex for NNODE
#839
sathvikbhagavan
closed
3 months ago
1
Adding Training Strategies to dae_solvers.jl
#838
hippyhippohops
opened
3 months ago
2
Update dae_solve.jl: Added WeightedIntervalTraining strategy
#837
hippyhippohops
closed
3 months ago
0
refactor: correctly lower quadrature training strategy in NNODE
#836
sathvikbhagavan
closed
3 months ago
1
NeuralPDE with LuxAMDGPU, Optimize.solve throws error
#835
mre2110
opened
3 months ago
0
Adding NTK adaptive loss function
#834
ayushinav
closed
1 month ago
2
NeuralPDE slows when using old weights and biases on a new but related ode
#833
geriatricvibes
closed
2 months ago
3
docs: fix rendering
#832
sathvikbhagavan
closed
3 months ago
0
ci: add Downgrade CI
#831
sathvikbhagavan
closed
3 months ago
0
Linear parabolic example throws an error on new julia install
#830
javier-garcia-tilburg
closed
3 months ago
2
KeyError when solving Parameter Identification problem using NeuralPDE.jl
#829
hippyhippohops
opened
3 months ago
9
build: bump mtk to v9
#828
sathvikbhagavan
closed
3 months ago
2
DGM Tutorial fails
#827
finmod
closed
3 months ago
2
reducing test times for DGM
#826
ayushinav
closed
3 months ago
1
chore: format docstrings of DGM to make it consistent with others
#825
sathvikbhagavan
closed
3 months ago
0
Neural Adapter Documentation Example Not Working
#824
geriatricvibes
closed
3 months ago
6
build(deps): bump crate-ci/typos from 1.18.2 to 1.19.0
#823
dependabot[bot]
closed
3 months ago
0
refactor: use latest API for IntegralProblem
#822
sathvikbhagavan
closed
3 months ago
0
Add support for equations with complex numbers
#821
sathvikbhagavan
closed
2 months ago
20
Can't get the @named pde_system to work with a ode system
#820
geriatricvibes
closed
3 months ago
4
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