BaratiLab

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1. Diffusion-based-Fluid-Super-resolution Diffusion-based-Fluid-Super-resolution Public

   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 233 34

2. OFormer OFormer Public

   Python 98 16

3. FactFormer FactFormer Public

   Official implementation of Scalable Transformer for PDE surrogate modelling

   Python 57 4

4. MeltpoolNet MeltpoolNet Public

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

   Jupyter Notebook 47 9

5. ThermalControlLPBF-DRL ThermalControlLPBF-DRL Public

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

   Python 45 14

6. GAMD GAMD Public

   Data and code for graph neural network accelerated molecular dynamics

   Jupyter Notebook 45 11