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cs.CE2026
Differentiable Hybrid Modelling for Learning and Optimising Chemical Transport Processes from Experimental Data
Arthur Jessop, Mohammed Alsubeihi, Ben Moseley +1
Reliable transport models are essential when modelling and optimising many chemical engineering processes, yet, most models assume hand-picked constitutive laws which may not refle…
cs.CE2024
Modern, Efficient, and Differentiable Transport Equation Models using JAX: Applications to Population Balance Equations
Mohammed Alsubeihi, Arthur Jessop, Ben Moseley +2
Population balance equation (PBE) models have potential to automate many engineering processes with far-reaching implications. In the pharmaceutical sector, crystallization model-b…