147 citations · 300 across the 6 of their papers we have counts for
6 papers
DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization
Fernando Lejarza, Michael Baldea
Discovering the governing laws underpinning physical and chemical phenomena is a key step towards understanding and ultimately controlling systems in science and engineering. We in…
Identification and online updating of dynamic models for demand response of an industrial air separation unit
Calvin Tsay, Yanan Cao, Yajun Wang +2
Demand-response operation of air separation units requires frequent changes in production rate(s), and scheduling calculations must explicitly consider process dynamics to ensure f…
Modeling, state estimation, and optimal control for the US COVID-19 outbreak
Calvin Tsay, Fernando Lejarza, Mark A. Stadtherr +1
The novel coronavirus SARS-CoV-2 and resulting COVID-19 disease have had an unprecedented spread and continue to cause an increasing number of fatalities worldwide. While vaccines…
Integrating production scheduling and process control using latent variable dynamic models
Calvin Tsay, Michael Baldea
Given their increasing participation in fast-changing markets, the integration of scheduling and control is an important consideration in chemical process operations. This generall…
Designing convex repulsive pair potentials that favor assembly of kagome and snub square lattices
William D. Piñeros, Michael Baldea, Thomas M. Truskett
Building on a recently introduced inverse strategy, isotropic and convex repulsive pair potentials were designed that favor assembly of particles into kagome and equilateral snub s…
Breadth versus depth: Interactions that stabilize particle assemblies to changes in density or temperature
William D. Piñeros, Michael Baldea, Thomas M. Truskett
We use inverse methods of statistical mechanics to explore trade-offs associated with designing interactions to stabilize self-assembled structures against changes in density or te…