Updating Norne branch (#101)

---------

Co-authored-by: Kaustubh <ktangsali@nvidia.com>
Co-authored-by: Kaustubh Tangsali <71059996+ktangsali@users.noreply.github.com>

examples/reservoir_simulation/Norne/Dockerfile

@@ -19,7 +19,7 @@ FROM nvcr.io/nvidia/modulus/modulus:23.09
 RUN cd /workspace && git clone https://github.com/ergosimulation/mpslib.git MPSlib && cd MPSlib && make -j 
 
 # Install Python packages
-RUN pip3 install tensorflow==2.9.1 scikit-mps kneed pyDOE FyeldGenerator py-cpuinfo gdown gstools scikit-image ema-pytorch accelerate loky xgboost scikit-learn pandas
+RUN pip3 install tensorflow==2.9.1 xlsxwriter PyWavelets scikit-mps kneed pyDOE FyeldGenerator py-cpuinfo gdown gstools scikit-image ema-pytorch accelerate loky xgboost scikit-learn pandas xlsxwriter openpyxl
 
 # Set the working directory
 WORKDIR /workspace/project

examples/reservoir_simulation/Norne/README.md

@@ -507,7 +507,8 @@ unzip modulus_reservoir_simulation_supplemental_material_latest.zip
 unzip modulus_reservoir_simulation_norne_supplemental_material.zip
 cp -r modulus_reservoir_simulation_norne_supplemental_material/* .
 cd src
-python Execute_POC.py
+python Forward_problem_PINO.py
+python Learn_CCR.py
 cd ..
 conda deactivate
 ```
@@ -519,7 +520,8 @@ unzip modulus_reservoir_simulation_supplemental_material_latest.zip
 unzip modulus_reservoir_simulation_norne_supplemental_material.zip
 cp -r modulus_reservoir_simulation_norne_supplemental_material/* .
 cd src
-python Execute_POC.py
+python Forward_problem_PINO.py
+python Learn_CCR.py
 cd ..
 ```
 
@@ -863,4 +865,4 @@ Refer to the included Energy SDK License Agreement in **Energy_SDK_License_Agree
 
 [55] Zongyi Li, Hongkai Zheng, Nikola Kovachki, David Jin, Haoxuan Chen, Burigede Liu, Kamyar Azizzadenesheli, Anima Anandkumar.Physics-Informed Neural Operator for Learning Partial Differential Equations. https://arxiv.org/pdf/2111.03794.pdf
 
-<!-- markdownlint-enable -->
+<!-- markdownlint-enable -->