205 citations · 1.2k across the 33 of their papers we have counts for
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q-bio.QM2022★ 10 cited
Automatic differentiation and the optimization of differential equation models in biology
Steven A. Frank
A computational revolution unleashed the power of artificial neural networks. At the heart of that revolution is automatic differentiation, which calculates the derivative of a per…
q-bio.QM2022★ 6 cited
Optimizing differential equations to fit data and predict outcomes
Steven A. Frank
Many scientific problems focus on observed patterns of change or on how to design a system to achieve particular dynamics. Those problems often require fitting differential equatio…