3 papers
math.OC2026
MPC and System Identification with Differentiable Physics: Fluid System and Particle Beam Control
Alan Williams, Alp Sunol
We consider the problem of simultaneous control and parameter estimation when the model is available only as a differentiable physics simulator. We propose a receding-horizon contr…
physics.flu-dyn2025
Learning constitutive models and rheology from partial flow measurements
Alp M. Sunol, James V. Roggeveen, Mohammed G. Alhashim +2
Constitutive laws relate fluid stress to deformation and underpin predictions of non-Newtonian behavior in industrial and biological fluids. Standard characterization relies on mea…
cond-mat.soft2024
Inferring interaction potentials from stochastic particle trajectories
Ella M. King, Megan C. Engel, Caroline Martin +5
Accurate interaction potentials between microscopic components such as colloidal particles or cells are crucial to understanding a range of processes, including colloidal crystalli…