CSTR_Batch_PFR_Transfer.ipynb is used to generate the pre-trained model using transfer ... are used to fine-tune the foundation model and later test on the remaining 2 conditions (the experimental ...

To optimize the performance of batch, semi-batch, and continuous reactors, you need to design and operate them according to the specific characteristics and requirements of your process.

These photoreactor designs have been investigated as reported in "Open-Source 3D Printed Reactors for Reproducible Batch and Continuous-Flow Photon-Induced Chemistry ...

In batch chemistry, the reactor conditions ... Image Credit: Asynt The design of the flow reactor can have a major impact on ...