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Lorenzo Campoli's Projects

tbnn icon tbnn

This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).

tbnns icon tbnns

Tensor Basis Neural Network for Scalar Mixing

tbrf icon tbrf

Tensor Basis Random Forest for RANS turbulence modelling

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

tea icon tea

Thermochemical Equilibrium Abundances (TEA), a code to calculate gaseous molecular abundances under thermochemical equilibrium conditions

tegan icon tegan

Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-cmake icon tensorflow-cmake

TensorFlow examples in C, C++, Go and Python without bazel but with cmake and FindTensorFlow.cmake

tensorflowfoam icon tensorflowfoam

Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development

tensorpack icon tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

tensorrt icon tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tf-oreilly icon tf-oreilly

Code for O'Reilly's "A Short Course on TensorFlow"

tf2_course icon tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

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