3 papers
cond-mat.mtrl-sci2026
Single Best Fits Can Be Misleading: Resolving Common Trapping Signatures across FA--Cs Perovskites
Maxim Simmonds, Katarzyna Pydzińska-Białek, Thomas C. Rossi +6
Identifying defects responsible for non-radiative recombination in metal-halide perovskites remains challenging, with no common defect signatures established across compositions. H…
cond-mat.mtrl-sci2026
Physics-informed time-series forecasting of perovskite photoluminescence stability
Alexander Wieczorek, Manuel Kober-Czerny, Fábio Lopes +5
Accelerated ageing using elevated temperatures and illumination is one of the most common methods to rapidly study the stability of novel semiconductor materials. However, as the p…
physics.app-ph2023
Advancing High-Throughput Combinatorial Aging Studies of Hybrid Perovskite Thin-Films via Precise Automated Characterization Methods and Machine Learning Assisted Analysis
Alexander Wieczorek, Austin G. Kuba, Jan Sommerhäuser +3
To optimize materials' stability, automated high-throughput workflows are of increasing interest. However, many of those workflows use processes not suitable for large-area deposit…