Pinned Repositories
ann-visualizer
A python library for visualizing Artificial Neural Networks (ANN)
characterizing-pinns-failure-modes
Characterizing possible failure modes in physics-informed neural networks.
DPM
Official code for DPM : A Novel Training Method for Physics-Informed Neural Networks in Extrapolation
PINN-1
Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
pinn_corrosion_fatigue
Python scripts for physics-informed neural networks for corrosion-fatigue prognosis
pinn_wind_bearing
Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks
relative_balancing
rtl_tool_kit
universal_differential_equations
Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML
W-PINNs-DE-Hydrodynamic-Shock-Tube-Problems
*PyTorch Implementation* Solving Hydrodynamic Shock-Tube Problems Using Weighted Physics-Informed Neural Networks with Domain Extension (Papados, 2021)
udemirezen's Repositories
udemirezen/cleanlab
The standard package for data-centric AI and machine learning with label errors, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.
udemirezen/scibert
A BERT model for scientific text.
udemirezen/alibi-detect
Algorithms for outlier, adversarial and drift detection
udemirezen/autograd-hacks
udemirezen/awesome-computational-neuro-science
A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥
udemirezen/deep-learning-for-indentation
Extraction of mechanical properties of materials through deep learning from instrumented indentation
udemirezen/deeponet-fno
DeepONet & FNO (with practical extensions)
udemirezen/DeepONet_pytorch
udemirezen/deepsphere-pytorch
DeepSphere: a graph-based spherical CNN (PyTorch)
udemirezen/DeepXDE-and-PINN
DeepXDE and PINN
udemirezen/degrees-of-freedom
udemirezen/DGTD_LSTM
模型降阶
udemirezen/Filtering
Deep Filtering with adaptive learning rates
udemirezen/gpinn
gPINN: Gradient-enhanced physics-informed neural networks
udemirezen/htmpapers
Numenta published papers code and data
udemirezen/multifidelity-deeponet
Multifidelity DeepONet
udemirezen/NLP_scripts
Contains notebooks related to various transformers based models for different nlp based tasks
udemirezen/osprey
All-in-one toolbox for processing of magnetic resonance spectroscopy data.
udemirezen/PINNs_Adaptive_thermal
udemirezen/QuadraLib
udemirezen/reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
udemirezen/RHO-Loss
udemirezen/sbinn
SBINN: Systems-biology informed neural network
udemirezen/SBINNs
udemirezen/scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
udemirezen/snntorch-short-text-classifier
udemirezen/Sobolev_INRs
[ECCV 2022] The official experimental code of "Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives"
udemirezen/text
Data loaders and abstractions for text and NLP
udemirezen/The-Kaggle-Book
Code Repository for The Kaggle Book, Published by Packt Publishing
udemirezen/Time2Vec-PyTorch
Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf