Based on the data received from the pressure sensors, the control unit of the microfluidic pump system could control the output of both pumps by means of a program written in Python on the PC. Moreover, the output of the pulse simulator was connected with a silicone artificial blood vessel,...
We implement the full approach in Python3.5 with the tensorflow library for the process noise covariance matrix adaptive estimation. As for the state, the default value of the Q matrix can be obtained from Table 2. The current action is generated by the state through the action evaluation ...
The supplementary file contains mainly algorithms written in python and experimental data. Code: Algorithmic Program, Image: Pictures used in the experiment, Data: Experimental Data. Author Contributions Conceptualization, T.L. and M.J.; methodology, X.L.; software, X.L.; validation, T.L.; ...