operator-learning

There are 1 repository under operator-learning topic.

katiana22 / TL-DeepONet
Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
deeponet hilbert-spaces multi-task-learning operator-learning partial-differential-equations regression transfer-learning physics-informed-learning
Language:Python 52
amazon-science / boon
Datasets and code for results presented in the BOON paper
boundary-conditions constrained-operator neural-operator operator-learning partial-differential-equations
Language:Jupyter Notebook 41
dtu-act / deeponet-acoustic-wave-prop
Code for training and inferring acoustic wave propagation in 3D
deeponet domain-decomposition operator-learning transfer-learning virtual-acoustics
Language:Python 22
nickhnelsen / fourier-neural-mappings
An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.
infinite-dimensions operator-learning partial-differential-equations surrogate-model functional-regression neural-operator fourier-neural-operator
Language:Python 10
HamidrezaEiv / KPCA-DeepONet
Nonlinear model reduction for operator learning
deeponet kernel-methods model-reduction operator-learning partial-differential-equations pde
Language:Python 4
nickhnelsen / error-bounds-for-vvRF
Code for the paper ``Error Bounds for Learning with Vector-Valued Random Features''
fourier-neural-operator functional-regression infinite-dimensions neural-operator operator-learning partial-differential-equations random-features
Language:Python 1
nickhnelsen / random-features-banach
Code for the paper "The Random Feature Model for Input-Output Maps between Banach Spaces"
partial-differential-equations fourier-neural-operator functional-regression infinite-dimensions neural-operator operator-learning random-features
Language:Python 1
nngabe / renonets
RenONet: Multiscale operator learning for complex social systems
deeponet graph-learning hyperbolic-geometry operator-learning
Language:Python 1
sob-ANN / Projects
Project Portfolio
data-science deep-learning image-processing kalman-filter machine-learning mcmc operator-learning parameter-estimation physics-informed-neural-networks state-space-model variational-inference
Language:Jupyter Notebook 1