Pinned Repositories
ad-scal
ADCME.jl
Automatic Differentiation Library for Computational and Mathematical Engineering
ae
Python acoustic emission tools
aesara
Aesara is a fork of the Theano library that is maintained by the PyMC developers. It was previously named Theano-PyMC.
Albany
Sandia National Laboratories' Albany multiphysics code
amanzi
Amanzi primary repository
anisot3D
Elastic VTI 3D finite differences modeling
ANOVA-MOP_Code
ANOVAMOP: An interactive/non-interactive surrogate-based method for solving high-dimensional computationally expensive multiobjective optimization problems
ar-pde-cnn
Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs
wavetorch
🌊 Numerically solving and backpropagating through the wave equation
geofiber's Repositories
geofiber/wavetorch
🌊 Numerically solving and backpropagating through the wave equation
geofiber/bayesian_optimization
Bayesian optimization
geofiber/CAAE-DRDCN-inverse
Deep residual networks for dimensionality reduction and surrogate modeling in high-dimensional inverse problems
geofiber/cINN
Contains the code and model examples for the paper "Learning complex stochastic models with invertible neural networks: a new approach to Bayesian inference"
geofiber/Cornell-MOE
A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
geofiber/DeepHPMs
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
geofiber/Deines_etal_LEMA_SALUS
code, crop simulation files, and data for manuscript
geofiber/dnn-object-manifolds
geofiber/eclipsegrdecl2vtk
Convert Eclipse GRDECL to VTK
geofiber/FBSNNs
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
geofiber/FenicsSolver
multiphysics FEM solver based on Fenics library
geofiber/Generalized_Poroelastic_Model_FEniCS
The model code for the poroelastic model assocaited with the article title "A generalized poroelastic model using FEniCS with insights into the Noordbergum effect" by Haagenson et al. published in Computers & Geosciences.
geofiber/HPM
Hidden physics models: Machine learning of nonlinear partial differential equations
geofiber/HydroSight
A flexible statistical toolbox for deriving quantitative insights from groundwater data.
geofiber/hypy
Hytool in Python
geofiber/hytool
Hytool is a matlab toolbox for the interpretation of hydraulic tests in wells. The toolbox contains analytical solutions used to describe groundwater flow around wells, and functions for importing, displaying, and fitting a model to the data.
geofiber/learning_airfoils
Repository to reproduce the experiments in the paper "Deep learning observables in computational fluid dynamics"
geofiber/ML_AE_relocation
geofiber/Pattern-Recognition-of-Acoustic-Emission-Signal
声发射信号处理与识别
geofiber/poboquant
quant strategy backtesting from pobo financial
geofiber/PyBEM2D
A Python-based Boundary Element Library
geofiber/PyGRDECL
Visualize Eclipse/Petrel outputs Grid File (GRDECL) using Paraview(VTK)
geofiber/pyKriging
Welcome to the User Friendly Python Kriging Toolbox!
geofiber/SLRNN
Source codes for training data preparation, training, detection seismic events by the Single Layer Recurrent Neural Network.
geofiber/stochastic_seismic_waveform_inversion
Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"
geofiber/TorchFWI
geofiber/trading-bot
Stock Trading Bot using Deep Q-Learning
geofiber/TutorialGP
Tutorial on Gaussian Processes
geofiber/TwoPhaseFlowFWI
geofiber/UQPINNs-TF2.0
TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks (UQPINNs).