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pnnl
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neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
https://pnnl.github.io/neuromancer/
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Feature/mfkans
#195
brunopjacob
closed
2 days ago
2
update develop
#194
drgona
closed
2 weeks ago
0
I couldn't get both the PDE and variables to be close the prediction
#193
AliaNajwaMY
closed
3 weeks ago
1
Error Part_5_nonauto_NSSM
#192
nsaadati
closed
1 month ago
1
Fixes for various issues with PINNs' tutorials
#191
brunopjacob
closed
1 month ago
1
Configs for linting
#190
brunopjacob
opened
1 month ago
2
MemoryError when Increasing Number of Variables
#189
LucasBoTang
opened
1 month ago
2
Documentation deployment is not working
#188
nairdk
closed
1 month ago
1
all supplementary files for transformer load forecasting
#187
nicoleeman
closed
1 month ago
0
Graphviz dependency needs to be installed system-wide
#186
brunopjacob
closed
1 month ago
3
Fixes for various issues with PINNs' tutorials
#185
brunopjacob
closed
1 month ago
1
FEAT: Add dependabot and update python version support
#184
nairdk
closed
1 month ago
3
Integration of HVAC load forecasting notebook
#183
caryfaulknerPNNL
closed
1 month ago
0
master to develop
#182
drgona
closed
1 month ago
0
some redundancies in the code
#181
drgona
closed
1 month ago
1
Transformer Tutorial
#180
nicoleeman
closed
1 month ago
0
PINN example Part 6: Navier-Stokes equation (lid-driven cavity flow, steady-state, KAN) - device error
#179
drgona
closed
1 month ago
1
PINN example Part 4: Laplace's Equation (steady-state) - error in final plots
#178
drgona
closed
1 month ago
1
PINN example Part 1 - device error
#177
drgona
closed
1 month ago
1
Feature/fbkans
#175
brunopjacob
opened
2 months ago
1
FBPINN paper code reproduction problem
#174
siwuxei
closed
1 month ago
2
Vectorized Differentiation for Gradient and Jacobian calculations
#173
joshuaeh
opened
2 months ago
1
PINN example Part 2 and Part 3: Burgers' Equation missing data
#172
drgona
closed
1 month ago
1
Develop merge into master for v1.5.1
#171
RBirmiwal
closed
2 months ago
1
add lopo module
#170
EthanKing-pnnl
closed
2 months ago
0
More Lightning Integrations + Hot Fix
#169
RBirmiwal
closed
2 months ago
0
DeepONet Example
#168
colbyham
opened
2 months ago
2
SINDy
#167
cjb873
closed
2 months ago
2
Building DPC notebooks, scripts & required files
#165
HarryLTS
closed
1 month ago
1
Differentiable gymnasium environments
#164
Diego-Llanes
closed
1 month ago
1
Added LSTM
#163
HarryLTS
closed
2 months ago
1
Strided dataset feature branch
#162
Diego-Llanes
closed
1 month ago
5
getting develop up to date with master
#161
drgona
closed
3 months ago
0
Strided dataset feature branch
#160
Diego-Llanes
closed
3 months ago
1
PCA based loss landscape plotting callback added
#159
johnviljoen
closed
2 months ago
1
Fixing lv equations in dynamics.ode and psl.autonomous
#158
MatisPatel
closed
3 months ago
0
Improving building example notebooks
#157
caryfaulknerPNNL
closed
3 months ago
0
Initial and boundary conditions with derivatives +PINNs
#155
AnmarAl-Adly
closed
3 months ago
2
Neuromancer Runtime Error +PINNs
#154
AnmarAl-Adly
closed
3 months ago
4
How to write custom ODEs?
#153
aleksejs-fomins
closed
3 months ago
1
fix custom_optimizer and custom_training_step typos in LitTrainer
#152
gacamilo
closed
4 months ago
1
Feature/KAN integration
#151
brunopjacob
closed
4 months ago
1
Fixed minor typos in parametric programming tutorials
#150
DonnaVakalis
closed
4 months ago
0
Feature/adding examples of DeepONets
#149
brunopjacob
closed
2 months ago
6
Make tests run on linux
#148
l2late
closed
4 months ago
0
Fix typos in intro tutorial docs
#147
DonnaVakalis
closed
4 months ago
0
Feature/torchsde integration4
#145
RBirmiwal
closed
2 months ago
0
Feature/Stacked PINNs
#144
brunopjacob
closed
2 months ago
5
hotfix: toml file
#143
RBirmiwal
closed
5 months ago
0
Merge develop (1.5) into master
#142
RBirmiwal
closed
5 months ago
0
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