lu-group

Lu Group's repositories

DeepONet & FNO (with practical extensions)

Language:PythonNOASSERTION193 4 19

gPINN: Gradient-enhanced physics-informed neural networks

Language:PythonApache-2.071 4 5

Non-adaptive and residual-based adaptive sampling for PINNs

Language:PythonApache-2.046 1 4

Multifidelity DeepONet

Language:Jupyter NotebookApache-2.025 3 2

SBINN: Systems-biology informed neural network

Language:PythonApache-2.025 4 12

MIONet: Learning multiple-input operators via tensor product

Language:PythonApache-2.022 1 3

DeepONet extrapolation

Language:PythonApache-2.018 10

Physics-informed neural networks for identifying material properties in solid mechanics

Language:PythonApache-2.011 4 1

Transfer learning on PINNs for tracking hemodynamics

Language:PythonApache-2.07 10

Language:Jupyter NotebookApache-2.0500

Deep learning for solving and estimating dynamic macro-finance models

Language:PythonApache-2.0200

Fourier-enhanced multiple-input neural operators

Language:PythonApache-2.0000

Language:PythonApache-2.0000