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JakobEliasWagner committed Aug 20, 2024
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4 changes: 4 additions & 0 deletions .buildinfo
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: 88c50d506d31482e96ea01bfe8815dd2
tags: 645f666f9bcd5a90fca523b33c5a78b7
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4 changes: 4 additions & 0 deletions _sources/coverage.rst.txt
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Code Coverage
=============

For an in detail report on the code coverage `click here <_static/codecov/index.html>`_.
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========
Examples
========
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===========================================
Neural Operators for Helmholtz Equation
===========================================

Welcome to the documentation for the Neural Operators for Helmholtz Equation project! This project focuses on the application of advanced neural operator techniques to solve the Helmholtz equation in various parameterized geometries. The approach integrates deep learning with physical modeling of domains.

Contents
========

.. toctree::
:maxdepth: 2

coverage
modules
examples

Introduction
============

The Helmholtz equation is a fundamental partial differential equation in physics, particularly in the fields of acoustics, electromagnetics, and quantum mechanics. In this project, we develop and utilize neural operators, a form of deep learning model, to solve the Helmholtz equation across different parameterized geometries. This approach aims to overcome the limitations of traditional numerical methods, offering speed and flexibility for complex geometries.


API Reference
=============

The :doc:`modules` section offers detailed descriptions of the functions, classes, and methods available in this project.

Examples
========

Explore practical applications and see the neural operators in action in the :doc:`examples` section.
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nos
===

.. toctree::
:maxdepth: 4

nos
21 changes: 21 additions & 0 deletions _sources/nos.benchmarks.rst.txt
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nos.benchmarks package
======================

Submodules
----------

nos.benchmarks.benchmark module
-------------------------------

.. automodule:: nos.benchmarks.benchmark
:members:
:undoc-members:
:show-inheritance:

Module contents
---------------

.. automodule:: nos.benchmarks
:members:
:undoc-members:
:show-inheritance:
29 changes: 29 additions & 0 deletions _sources/nos.data.rst.txt
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nos.data package
================

Submodules
----------

nos.data.transmission\_loss module
----------------------------------

.. automodule:: nos.data.transmission_loss
:members:
:undoc-members:
:show-inheritance:

nos.data.xdmf\_to\_torch module
-------------------------------

.. automodule:: nos.data.xdmf_to_torch
:members:
:undoc-members:
:show-inheritance:

Module contents
---------------

.. automodule:: nos.data
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:undoc-members:
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nos.metrics package
===================

Submodules
----------

nos.metrics.error\_metrics module
---------------------------------

.. automodule:: nos.metrics.error_metrics
:members:
:undoc-members:
:show-inheritance:

nos.metrics.metric module
-------------------------

.. automodule:: nos.metrics.metric
:members:
:undoc-members:
:show-inheritance:

nos.metrics.operator\_metrics module
------------------------------------

.. automodule:: nos.metrics.operator_metrics
:members:
:undoc-members:
:show-inheritance:

Module contents
---------------

.. automodule:: nos.metrics
:members:
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21 changes: 21 additions & 0 deletions _sources/nos.networks.rst.txt
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nos.networks package
====================

Submodules
----------

nos.networks.residual module
----------------------------

.. automodule:: nos.networks.residual
:members:
:undoc-members:
:show-inheritance:

Module contents
---------------

.. automodule:: nos.networks
:members:
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10 changes: 10 additions & 0 deletions _sources/nos.operators.rst.txt
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nos.operators package
=====================

Module contents
---------------

.. automodule:: nos.operators
:members:
:undoc-members:
:show-inheritance:
37 changes: 37 additions & 0 deletions _sources/nos.physics.rst.txt
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nos.physics package
===================

Submodules
----------

nos.physics.helmholtz\_residual module
--------------------------------------

.. automodule:: nos.physics.helmholtz_residual
:members:
:undoc-members:
:show-inheritance:

nos.physics.laplace module
--------------------------

.. automodule:: nos.physics.laplace
:members:
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:show-inheritance:

nos.physics.weight\_scheduler\_lin module
-----------------------------------------

.. automodule:: nos.physics.weight_scheduler_lin
:members:
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Module contents
---------------

.. automodule:: nos.physics
:members:
:undoc-members:
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nos.preprocessing package
=========================

Submodules
----------

nos.preprocessing.low\_pass\_filter module
------------------------------------------

.. automodule:: nos.preprocessing.low_pass_filter
:members:
:undoc-members:
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Module contents
---------------

.. automodule:: nos.preprocessing
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nos package
===========

Subpackages
-----------

.. toctree::
:maxdepth: 4

nos.benchmarks
nos.data
nos.metrics
nos.networks
nos.operators
nos.physics
nos.preprocessing
nos.trainers
nos.transforms
nos.utils

Module contents
---------------

.. automodule:: nos
:members:
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:show-inheritance:
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nos.trainers package
====================

Submodules
----------

nos.trainers.average\_metric module
-----------------------------------

.. automodule:: nos.trainers.average_metric
:members:
:undoc-members:
:show-inheritance:

nos.trainers.trainer module
---------------------------

.. automodule:: nos.trainers.trainer
:members:
:undoc-members:
:show-inheritance:

nos.trainers.util module
------------------------

.. automodule:: nos.trainers.util
:members:
:undoc-members:
:show-inheritance:

Module contents
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.. automodule:: nos.trainers
:members:
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29 changes: 29 additions & 0 deletions _sources/nos.transforms.rst.txt
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nos.transforms package
======================

Submodules
----------

nos.transforms.min\_max\_scale module
-------------------------------------

.. automodule:: nos.transforms.min_max_scale
:members:
:undoc-members:
:show-inheritance:

nos.transforms.quantile\_scaler module
--------------------------------------

.. automodule:: nos.transforms.quantile_scaler
:members:
:undoc-members:
:show-inheritance:

Module contents
---------------

.. automodule:: nos.transforms
:members:
:undoc-members:
:show-inheritance:
29 changes: 29 additions & 0 deletions _sources/nos.utils.rst.txt
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nos.utils package
=================

Submodules
----------

nos.utils.nested\_dataclass\_to\_dict module
--------------------------------------------

.. automodule:: nos.utils.nested_dataclass_to_dict
:members:
:undoc-members:
:show-inheritance:

nos.utils.unique\_id module
---------------------------

.. automodule:: nos.utils.unique_id
:members:
:undoc-members:
:show-inheritance:

Module contents
---------------

.. automodule:: nos.utils
:members:
:undoc-members:
:show-inheritance:
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