#SciANN - Twitter Hashtag

over 3 years ago · Barcelona

Just presented our work on "#PINN for Subsurface Flow in Fractured Media" at the @GCExascale conference on #hpc in solid earth sciences. This supportive environment lead to plenty of new ideas, especially on how to parallelise our modeling workflows via #PyCOMPSs 😊🚀 #SciANN

linuswalter_'s tweet photo. Just presented our work on "#PINN for Subsurface Flow in Fractured Media" at the @GCExascale conference on #hpc in solid earth sciences. This supportive environment lead to plenty of new ideas, especially on how to parallelise our modeling workflows via #PyCOMPSs 😊🚀
#SciANN https://t.co/SSBrY6E0y7

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Ehsan Haghighat @EhsanHaghighat

about 4 years ago

After hours of wrestling, I had to use a mix of #keras and #tensorflow APIs to make #sciann work - the main issue is associated with the functional API, which is preferred for PINNs but is being depreciated by #Google! 😫 To #Sciann users, Enjoy the update with #Colab!🙃

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Engineered-Mind @EngineeredM

about 5 years ago

📚 Ask Ehsan Haghighat - #SciANN & Scientific Machine Learning Dr. Ehsan Haghighat is a researcher and practitioner in the areas of Scientific Machine Learning & Computational Mechanics. #pinns #physics #computationalmechanics #machinelearning #mathematics

EngineeredM's tweet photo. 📚 Ask Ehsan Haghighat - #SciANN & Scientific Machine Learning

Dr. Ehsan Haghighat is a researcher and practitioner in the areas of Scientific Machine Learning & Computational Mechanics.

#pinns #physics #computationalmechanics #machinelearning #mathematics https://t.co/uqF5WyrBNF

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Ehsan Haghighat @EhsanHaghighat

over 5 years ago

I will be giving a webinar on the application of #DeepLearning for scientific computations (#SciML) at the earthquake engineering community DesignSafe/NHERI, followed by a workshop on the #SciANN API. Please check the details below: https://t.co/dkNvzZ0YrZ

EhsanHaghighat's tweet photo. I will be giving a webinar on the application of #DeepLearning for scientific computations (#SciML) at the earthquake engineering community DesignSafe/NHERI, followed by a workshop on the #SciANN API. Please check the details below:
https://t.co/dkNvzZ0YrZ https://t.co/ydWfhJcZZ5

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Ehsan Haghighat @EhsanHaghighat

over 5 years ago

Proud to find our work among the top downloads of #CMAME https://t.co/3wMwMc6Znq #SciANN #DeepLearning #NumericalMethods

EhsanHaghighat's tweet photo. Proud to find our work among the top downloads of #CMAME

https://t.co/3wMwMc6Znq

#SciANN #DeepLearning #NumericalMethods https://t.co/31NitpVPBc

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Ehsan Haghighat @EhsanHaghighat

about 6 years ago

Announcing #SciANN v0.5.0.0 release with support to #TensorFlow==2.3.0. Please update if you faced issues recently with latest TF/Keras releases. Also, check the documentation for more control over training parameters. Let me know if it can be further improved -- thanks 🙏

EhsanHaghighat's tweet photo. Announcing #SciANN v0.5.0.0 release with support to #TensorFlow==2.3.0. Please update if you faced issues recently with latest TF/Keras releases. Also, check the documentation for more control over training parameters.
Let me know if it can be further improved -- thanks 🙏 https://t.co/Ci0rPboejk

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Ehsan Haghighat @EhsanHaghighat

about 6 years ago

#NeuralNetwork is just another way of constructing functional spaces. Do you like to construct discontinuous functionals, e.g. for cracks? It is very easy in #sciann!

EhsanHaghighat's tweet photo. #NeuralNetwork is just another way of constructing functional spaces. Do you like to construct discontinuous functionals, e.g. for cracks? It is very easy in #sciann! https://t.co/TzprL7Xqsi

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