Marlene Sampson, Amy Knupp, Holly Chignolli, Kerry Dhakal, Kristi Bulkowski, Justin Perdue, Samantha Warren, Cindy Zellefrow
Strategies for incorporating evidence-based practice into nurse residency programs: A scoping review
Worldviews on evidence-based nursing
heterogeneous reactions chemical reactions occur interfaces multiple phases often show nonlinear dynamical behavior due effect timevariant surface area complex reaction mechanisms important specify kinetics heterogeneous reactions order elucidate microscopic elementary processes predict macroscopic future evolution system study propose datadriven method based sparse modeling algorithm sequential monte carlo algorithm simultaneously extracting substantial reaction terms surface models number candidates using partial observation data introduce sparse modeling approach nonuniform sparsity levels order accurately estimate rate constants sequential monte carlo algorithm employed estimate time courses multidimensional hidden variables results estimated using proposed method show rate constants dissolution precipitation reactions typical examples surface heterogeneous reactions necessary surface models reaction terms underlying observable data successfully estimated observable temporal changes concentration dissolved intermediate products