Sebastian Micluța-Câmpeanu

Structured light in interaction with matter has been of interest, particularly as it relates to the production of high intensity gamma beams.

Real-time adaptive experimental design for ODE models is hard: each step requires costly posterior inference and optimization.

The Dyad platform allows engineers to leverage the power of Julia and SciML via a graphical system modeling environment.

Knowledge of the physical laws acting on a system is often incomplete.

Universal Differential Equations (or UDEs for short) have emerged as a novel way to integrate information from experimental data into mechanistic models.

Lithium-ion battery models are highly nonlinear systems of stiff, partial differential-algebraic equations (PDAEs).

Industrial systems often rely on modeling and simulation from design to operation and require robust, performant and scalable computational approaches.