Pinned Repositories
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
Soft_Sensor_Experiments
SFILES2
Conversion between PFDs/P&IDs and SFILES 2.0 strings
CO2-Soft-sensor-for-a-carbon-capture-pilot-plant
A hybirid mechanistic and data-driven (DAE-LSTM) model for estimating the CO2 concentration profile for a carbon capture plant.
DEXPI2graphML
Tool to convert DEXPI-P&ID-Flowsheets into GraphML-graphs!
Diffusion-based-2DAirfoil-Generation
Using diffusion models to generate 2D airfoil, with an optimization loop via conditional generation.
DiffusionReconstruct
Benchmarking of diffusion models for global field reconstruction from sparse observations
Semisupervised-VAE-for-Regression-Application-on-Soft-Sensor
An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.
SFILES2
Conversion between PFDs/P&IDs and SFILES 2.0 strings
Soft_Sensor_Experiments
tonyzyl's Repositories
tonyzyl/Semisupervised-VAE-for-Regression-Application-on-Soft-Sensor
An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.
tonyzyl/DiffusionReconstruct
Benchmarking of diffusion models for global field reconstruction from sparse observations
tonyzyl/CO2-Soft-sensor-for-a-carbon-capture-pilot-plant
A hybirid mechanistic and data-driven (DAE-LSTM) model for estimating the CO2 concentration profile for a carbon capture plant.
tonyzyl/Diffusion-based-2DAirfoil-Generation
Using diffusion models to generate 2D airfoil, with an optimization loop via conditional generation.
tonyzyl/Soft_Sensor_Experiments
tonyzyl/DEXPI2graphML
Tool to convert DEXPI-P&ID-Flowsheets into GraphML-graphs!
tonyzyl/SFILES2
Conversion between PFDs/P&IDs and SFILES 2.0 strings