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taodongwang

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taodongwang's Projects

oq-engine icon oq-engine

OpenQuake's Engine for Seismic Hazard and Risk Analysis

phylstm icon phylstm

We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pinns-1 icon pinns-1

PyTorch Implementation of Physics-informed Neural Networks

pyseismosoil icon pyseismosoil

A Python library for performing 1D seismic site response analysis

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pyvelest icon pyvelest

A python code for running VELEST (1D velocity calculation using travel time inversion)

rtokada icon rtokada

Static slip inversions with coseismic offsets and wave gauge measurements

scatnet icon scatnet

Learnable scattering network in TensorFlow

skyar icon skyar

Dynamic sky replacement and harmonization in videos

slipberi icon slipberi

slipBERI is a matlab slip inversion code to solve for earthquake slip in a Bayesian fashion on a given fault plane, incorporating fractal properties through a von Karman prior. See Amey et al 2018: https://doi.org/10.1029/2017JB015316

specfem3d icon specfem3d

SPECFEM3D_Cartesian simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra (structured or not). It can for instance model seismic waves propagating in sedimentary basins or any other regional geological model following earthquakes. It can also be used for non destructive testing or for ocean acoustics.

svise icon svise

Accompanying code for "State Estimation of a Physical System without Governing Equations"

torchdiffeq icon torchdiffeq

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

wphase icon wphase

Wphase is an extensive source-inversion tool for rapid characterization of earthquakes

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