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Zhang-Xuewen/README.md
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My Homepage

๐Ÿ™‹๐Ÿปโ€โ™‚๏ธ -QiYuan- ๐Ÿ™‹๐Ÿปโ€โ™‚๏ธ

Projects

๐Ÿ“Œ Reduced-order Koopman-based modeling and robust predictive control

๐Ÿ“Œ Learning-enabled hybrid modeling and economic model predictive control

๐Ÿ“Œ Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning + Source code

Methods

๐Ÿ”ฌ Machine learning based modeling

๐Ÿ”ฌ Model predictive control

๐Ÿ”ฌ Date-enabled predictive control

๐Ÿ”ฌ Cross-entropy method

Applications

โœจ Reactor-separator process

โœจ Gene regulatory network

โœจ Shipboard post-combustion carbon capture process

Toolboxes

๐Ÿ’ผ deepctools for data-enabled predictive control

๐Ÿ’ผ modlinear for model linearization

๐Ÿ’ผ QYtool for research needs

Sticker-packs

๐Ÿฅณ QiYuan Hospital

๐Ÿฅณ NUSIR ISEM 1st

Mods

๐ŸŽฎ Don't Starve Together

Pinned Loading

  1. Deep-DeePC Deep-DeePC Public

    This project is source code of paper Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning by X. Zhang, K. Zhang, Z. Li, and X. Yin. The objective of thโ€ฆ

    Python 6 2

  2. DeePCtools DeePCtools Public

    A wrapped package for Data-enabled predictive control (DeePC) implementation. Including DeePC and Robust DeePC design with multiple objective functions.

    Python 15

  3. ModLinear ModLinear Public

    A wrapped package to linearize the nonlinear continuous/discrete model. Including **numerical** and **symbolic** calculations.

    Python 2

  4. QYtool QYtool Public

    A wrapped useful tool package designed for research purposes, tailored specifically for my own research needs.

    Python 2

  5. QiYuan-Hosptial--Sticker-packs QiYuan-Hosptial--Sticker-packs Public

    Have fun. Sticker packs.

  6. Mod-Don-t-Starve-Together Mod-Don-t-Starve-Together Public

    A list of the mods developed for Don't Starve Together