3 papers
physics.comp-ph2026
Analysis of degradation in perovskite solar cells through physics-based machine learning
Kjeld O. Jensen, Gemma Giliberti, Aldo Di Carlo +5
Degradation in lead halide perovskite solar cells is analysed by inverse modelling of published measurements of characteristics of a single solar cell at ages 0, 90, 280, 480 minut…
physics.chem-ph2026
An Investigation into the Effect of Mobile Ions on the Steady State Performance of Perovskite Solar Cells
Matthew V. Cowley, Kjeld O. Jensen, Matthew J. Wolf +2
In perovskite solar cells, the interplay between mobile ions and photo-excited charge carriers is complex,with recent studies suggesting mobile ions can be either beneficial or det…
cond-mat.mtrl-sci2023
Bayesian optimisation approach to quantify the effect of input parameter uncertainty on predictions of numerical physics simulations
Samuel G. McCallum, James E. Lerpiniére, Kjeld O. Jensen +1
An understanding of how input parameter uncertainty in the numerical simulation of physical models leads to simulation output uncertainty is a challenging task. Common methods for…