Discover BaratiLab/FluidGAN-TensorFlow Open Source project

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BaratiLab

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A TensorFlow framework for multi-physics phenomena (stationary, time-dependent) prediction using FluidGAN

Diffusion-based-Fluid-Super-resolution

PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction".

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GAMD

Data and code for graph neural network accelerated molecular dynamics

Jupyter Notebook

AugLiChem

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ThermalControlLPBF-DRL

Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".

Python

MeshDQN

Using deep reinforcement learning for refining meshes in computational fluid dynamics

Python

FGN

Code repo for Fluid Graph Network

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MeltpoolNet

MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning

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FactFormer

Official implementation of Scalable Transformer for PDE surrogate modelling

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ManufacturingNet

This is the repository for the ManufacturingNet project.

Python

ROMER

Reduced-Order Modeling of Fluid Flows with Transformers

Python

PDE-Identification-Features

Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features

Jupyter Notebook

Graphene-RL

Python

PhysicsInformedTokenTransformer

Official repository for Physics Informed Token Transformer (PITT)

Python

Adaptive-Grey-Wolf-Optimization-Algorithm-AGWO

Python

SurrogateMeltPool_DL

Source code for Surrogate Modeling of Melt Pool Temperature Field using Deep Learning

Python

Potential-Neutralizing-antibodies-discovered-for-novel-corona-virus-using-machine-learning

Potential Neutralizing Antibodies Discovered for Novel Corona Virus Using Machine Learning

Python

LSTM-VAE-for-dominant-motion-extraction

Jupyter Notebook

Airfoil-GCNN

Graph Convolutional Networks for Unstructured Flow Fields

Python

Hagen-Poiseuille-Flow-with-LSTM

Tutorial on using LSTM to predict Hagen-Poiseuille flow

Jupyter Notebook

StressD

Jupyter Notebook

Crazyswarm2-Docker

Setup of Crazyflie Swarm using a Docker image for ROS 2

Dockerfile

MAB-OS

Multi-Armed Bandits Optimizer Selection

Python

robomail

Package for scripts used by the MAIL lab at CMU for the Franka robot setup

Python

AdaptiveSampling

Python

BaratiLab/FluidGAN-TensorFlow

BaratiLab

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