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jhssyb's Projects

sdfibm icon sdfibm

Immersed boundary method empowered by signed distance field, and OpenFOAM.

shenfun icon shenfun

High performance computational platform in Python for the spectral Galerkin method

sir icon sir

Semi-implicit root solver MATLAB and MAPLE

spdenn icon spdenn

A Discussion on Solving Partial Differential Equations using Neural Networks

spectraldns icon spectraldns

Spectral Navier Stokes (and similar) solvers in Python

stresnet icon stresnet

A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081

tegan icon tegan

Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

triad icon triad

An object-oriented C++ kernel for integrating initial value problems.

wan_pde icon wan_pde

Weak Adversarial Networks for high-dimensional PDE with Neural ODEs

weightwatcher icon weightwatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

weno-curvilinear icon weno-curvilinear

Mathematica codes for weight derivation and stability analysis for Fifth-order finite volume Weighted essentially non-oscillatory scheme in orthogonally-curvilinear coordinates (Shadab et al., 2019)

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