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Author SHA1 Message Date
Dario Coscia
5a4c114d48 variable name fix FeedForward model 2023-11-17 09:51:29 +01:00
Dario Coscia
17464ceca9 New Residual Model and Fix relative import 
* Adding Residual MLP
* Adding test Residual MLP
* Modified relative import Continuous Conv
 2023-11-17 09:51:29 +01:00
Dario Coscia
ba7371f350 MIONet addition and DeepONet modification. 
* Create MIONet base class
* DeepONet inherits from MIONet
 2023-11-17 09:51:29 +01:00
Dario Coscia
603f56d264 Neural Operator fix and addition 
* Building FNO for 1D/2D/3D data
* Fixing bug in trunk/branch net in DeepONEt
* Fixing type check bug in spectral conv
* Adding tests for FNO
* Fixing bug in Fourier Layer (conv1d/2d/3d)
 2023-11-17 09:51:29 +01:00
Dario Coscia
83ecdb0eab Fourier Block and minor fixes 
* Adding fourier block 1d/2d/3d
* Adding docs to SpectralConvBlock1D/2D/3D and to FourierBlock1D/2D/3D
* Adding tests for fourier block
 2023-11-17 09:51:29 +01:00
Dario Coscia
2bf42d5fea rm logs 2023-11-17 09:51:29 +01:00
Dario Coscia
b7f9694cb9 Spectral Convolution Addition 
* Implementing 1D/2D/3D spectral conv
* Implementing tests for 1D/2D/3d spectral conv
 2023-11-17 09:51:29 +01:00
Dario Coscia
190ee0561d minor fixes deeponet, remove LabelTensor import 2023-11-17 09:51:29 +01:00
Dario Coscia
3a7fc63760 doc string update multifeedforward 2023-11-17 09:51:29 +01:00
Dario Coscia
b029f18c49 DeepOnet implementation, LabelTensor modification 
* Implementing standard DeepOnet (trunk/branch net)
* Implementing multiple reduction/ average techniques
* Small change  LabelTensor __getitem__ for handling list
 2023-11-17 09:51:29 +01:00
Dario Coscia
15ecaacb7c Layers and Models update PR 
* add residual block
* add test conv and residual block
* modify FFN kwargs
 2023-11-17 09:51:29 +01:00
Nicola Demo
8c16e27ae4 Update test_pinn.py 2023-11-17 09:51:29 +01:00
Nicola Demo
e84def3bf9 Trainer train simplified, tests for load (#168) 
- the arguments of Trainer.train now are passed to the fit
- unittest for load/restoring from checkpoint
 2023-11-17 09:51:29 +01:00
SpartaKushK
de0c3fca82 span -> CartesianDomain 2023-11-17 09:51:29 +01:00
SpartaKushK
625a77c0d5 Codacy Small Bug Fixes: 
- cleaned up imports
- cleaned up some code
- added docstrings
 2023-11-17 09:51:29 +01:00
Nicola Demo
bd88e24174 fix slicing for LabelTensor (#167) 
* fix slicing for LabelTensor
* Update testing_pr.yml for solving python3.1 error
 2023-11-17 09:51:29 +01:00
Nicola Demo
ba0b9760ac Update setup.py 2023-11-17 09:51:29 +01:00
Pasquale Africa
6c627c70e3 Rename nabla -> laplacian 2023-11-17 09:51:29 +01:00
Dario Coscia
92e0e4920b CPU/GPU/TPU training (#159) 
* device training

---------

Co-authored-by: Dario Coscia <dcoscia@lovelace.maths.sissa.it>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00
Ben Volokh
38ecebd44b Simplex Domain (#152) 
* add Simplex Domain 
* unittests for Simplex
* docs update

---------

Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Dario Coscia
955f904b05 simple logger 2023-11-17 09:51:29 +01:00
Kush
0ea17d8ff4 Operation docs update (#154) 
* Operation Interface Enhancement + Clarification
- added set notation to all the geometry operations
- added a warning to say sample_surface=True doesn't work

* minor fix docs

* fix operation_interface.py doc

---------

Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Kush
2d0256a179 Geometry Operations Enhancement (#122) 
* updating exclusion domain
- update sample/ is_inside
- create tests

* difference fixes
- random iteration list for sample

* created Intersection

* created a Difference domain

* unittest

* docstrings and minor fixes

* Refacotring Geometries
- added OperationInterface
- redid test cases
- edited Union, Intersect, Exclusion, and Difference
to inherit from OperationInterface
- simplified Union, Intersect, Exclusion, and Difference

* rm lighting logs

---------

Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-16-239.WIFIeduroamSTUD.units.it>
 2023-11-17 09:51:29 +01:00
Dario Coscia
44cf800491 add callable function as reduction 2023-11-17 09:51:29 +01:00
Dario Coscia
c4df59ebcd fix init file 2023-11-17 09:51:29 +01:00
Dario Coscia
b9ddea827b Enhancing Equations 
- add init file
- add docs
- fixing bug System of equation, replace torch.stack with torch.hstack
- add tests
 2023-11-17 09:51:29 +01:00
Dario Coscia
09f04008b5 adding tests 2023-11-17 09:51:29 +01:00
Dario Coscia
6ff7c6af5b fix bug 2023-11-17 09:51:29 +01:00
Nicola Demo
f57a08b875 device for sample points in absProblem (#132) 
* device for sample points in absProblem
 2023-11-17 09:51:29 +01:00
Dario Coscia
701046661f Solvers for multiple models (#133) 
* Solvers for multiple models
- Implementing the possibility to add multiple models for solvers (e.g. GAN)
- Implementing GAROM solver, see https://arxiv.org/abs/2305.15881
- Implementing tests for GAROM solver (cpu only)
- Fixing docs PINNs
- Creating a solver directory, for consistency in the package


---------

Co-authored-by: Dario Coscia <dariocoscia@dhcp-040.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Dario Coscia
6c8635c316 Variables in Discretise Domain (#139) 
* fix problems discretise_domain
* adding docs, fixing tests
 2023-11-17 09:51:29 +01:00
Dario Coscia
39f96c7eab Fix ellipsoid.py bug 
- Fixing a typo in `ellipsoid.py`
 2023-11-17 09:51:29 +01:00
Dario Coscia
63a3296293 Docs fix cartesian.py 2023-11-17 09:51:29 +01:00
Nicola Demo
e0e9e9c4d1 Update dataset.py 2023-11-17 09:51:29 +01:00
Nicola Demo
bb066f7681 Update utils.py 2023-11-17 09:51:29 +01:00
Dario Coscia
982af4a04d Solving problems related to Geometry (#118) 
* fix and add tests
* minor fix on domain classes

---------

Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-0-208.WIFIeduroamSTUD.units.it>
Co-authored-by: Dario Coscia <dariocoscia@dhcp-040.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Kush
62ec69ccac edited utils to take list (#115) 
* enhanced difference domain
* refactored utils
* fixed typo
* added tests
---------

Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Kush
aaf2bed732 union domain implementation (#109) 
* Union Class
* Implemented Union Tests

---------

Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Dario Coscia
0fb93a73ab check train test (#111) 
* Update setup.py
* scheduler for all torch versions
---------

Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-0-208.WIFIeduroamSTUD.units.it>
Co-authored-by: Nicola Demo <demo.nicola@gmail.com>
 2023-11-17 09:51:29 +01:00
Nicola Demo
8ce3405edc Update testing_pr.yml 2023-11-17 09:51:29 +01:00
Dario Coscia
63fd068988 Lightining update (#104) 
* multiple functions for version 0.0
* lightining update
* minor changes
* data pinn  loss added
---------

Co-authored-by: Nicola Demo <demo.nicola@gmail.com>
Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-3-125.WIFIeduroamSTUD.units.it>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.station>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
Co-authored-by: Dario Coscia <dariocoscia@192.168.1.38>
 2023-11-17 09:51:29 +01:00
Nicola Demo
0e3625de80 equation class, fix minor bugs, diff domain (#89) 
* equation class
* difference domain
* dummy dataloader
* writer class
* refactoring and minor fix
 2023-11-17 09:51:29 +01:00
Dario Coscia
be11110bb2 fnn update, pinn torch models, tests update. (#88) 
* fnn update, remove labeltensors
* allow custom torch models
* updating tests

---------

Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
Co-authored-by: Dario Coscia <dariocoscia@dhcp-031.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Dario Coscia
c8fb7715c4 is_inside method 2023-11-17 09:51:29 +01:00
Dario Coscia
025a7ed0df ellipsoid 2023-11-17 09:51:29 +01:00
Nicola Demo
6b763ae9ab Update and rename span.py to cartesian.py 2023-11-17 09:51:29 +01:00
Nicola Demo
32c99b787d Update LICENSE.rst 2023-07-21 10:53:51 +02:00
Nicola Demo
845e42b45e Create CITATION.cff 2023-07-20 10:15:52 +02:00
Daniel S. Katz
a344dbfbf3 Update paper.bib 2023-07-19 19:23:52 +02:00
Daniel S. Katz
cb5d637746 minor changes in paper 2023-07-19 19:23:52 +02:00