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BaratiLab

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Top repositories

1

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".
Python
125
star
2

OFormer

Python
38
star
3

FaultNet

Jupyter Notebook
36
star
4

GAMD

Data and code for graph neural network accelerated molecular dynamics
Jupyter Notebook
25
star
5

AugLiChem

Python
24
star
6

ThermalControlLPBF-DRL

Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".
Python
20
star
7

MeshDQN

Using deep reinforcement learning for refining meshes in computational fluid dynamics
Python
17
star
8

FGN

Code repo for Fluid Graph Network
Python
15
star
9

MeltpoolNet

MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning
Jupyter Notebook
14
star
10

FactFormer

Official implementation of Scalable Transformer for PDE surrogate modelling
Python
14
star
11

ManufacturingNet

This is the repository for the ManufacturingNet project.
Python
12
star
12

ROMER

Reduced-Order Modeling of Fluid Flows with Transformers
Python
12
star
13

PDE-Identification-Features

Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features
Jupyter Notebook
11
star
14

Graphene-RL

Python
7
star
15

PhysicsInformedTokenTransformer

Official repository for Physics Informed Token Transformer (PITT)
Python
7
star
16

Adaptive-Grey-Wolf-Optimization-Algorithm-AGWO

Python
6
star
17

SurrogateMeltPool_DL

Source code for Surrogate Modeling of Melt Pool Temperature Field using Deep Learning
Python
6
star
18

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

Potential Neutralizing Antibodies Discovered for Novel Corona Virus Using Machine Learning
Python
5
star
19

FluidGAN-TensorFlow

A TensorFlow framework for multi-physics phenomena (stationary, time-dependent) prediction using FluidGAN
Python
5
star
20

LSTM-VAE-for-dominant-motion-extraction

Jupyter Notebook
5
star
21

Airfoil-GCNN

Graph Convolutional Networks for Unstructured Flow Fields
Python
4
star
22

Hagen-Poiseuille-Flow-with-LSTM

Tutorial on using LSTM to predict Hagen-Poiseuille flow
Jupyter Notebook
3
star
23

StressD

Jupyter Notebook
2
star
24

Crazyswarm2-Docker

Setup of Crazyflie Swarm using a Docker image for ROS 2
Dockerfile
1
star
25

MAB-OS

Multi-Armed Bandits Optimizer Selection
Python
1
star
26

robomail

Package for scripts used by the MAIL lab at CMU for the Franka robot setup
Python
1
star
27

AdaptiveSampling

Python
1
star