TropicalField-Tandem: Physics-Informed Indoor$\to$Outdoor Translation and Uncertainty-Aware Forecasting for Perovskite–Si Tandem Reliability

Romika Sharma

Submission Type: I want my submission to be considered for poster only

Keywords: perovskite-silicon tandems, photovoltaics, time-series forecasting, physics-informed neural networks, uncertainty quantification, reliability engineering, state-space models

TL;DR: A physics-informed, uncertainty-aware framework and paired dataset for translating short-term indoor stability measurements of perovskite-silicon tandems into accurate long-term tropical field reliability forecasts.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 381