The question
Which operating conditions matter?
Explore the relationship between process conditions, time-dependent behavior, and predicted yield.
The workflow
Define. Simulate. Compare.
BioTA v0.1 implements published models in Python, with examples for yield prediction and brute-force operating-point optimization.
The next step
Connect cells and vessel.
Future CFD coupling is intended to connect cellular behavior with spatial mixing and transport. That extension remains planned work.
Research workflow using published models. Industrial validation and CFD coupling are pending.
← Selected work