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jkzhang's Projects

openmlsys-zh icon openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

paddlescience icon paddlescience

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

pdebench icon pdebench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

pgml icon pgml

This repository contains codes related to our work on physics-guided machine learning.

phygeonet icon phygeonet

PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain

picnnsr icon picnnsr

Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels -- parametric forward SR and boundary inference

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

topodiff icon topodiff

Code, technical details and links to datasets and trained models for TopoDiff

torchdrug icon torchdrug

A powerful and flexible machine learning platform for drug discovery

wakenet icon wakenet

Offshore wind farm wake modelling using deep feed forward neural networks for active yaw control and layout optimisation

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