Self-driving AMADAP laboratory: Accelerating the discovery and optimization of emerging perovskite photovoltaics

J Zhang, J Wu, O Stroyuk, O Raievska, L Lüer… - MRS bulletin, 2024 - Springer
The development of new solar materials for emerging perovskite photovoltaics poses
intricate multi-objective optimization challenges in a large high-dimensional composition …

An Automated Workflow to Discover the Structure–Stability Relations for Radiation Hard Molecular Semiconductors

AJ Bornschlegl, P Duchstein, J Wu… - Journal of the …, 2025 - ACS Publications
Emerging photovoltaics for outer space applications are one of the many examples where
radiation hard molecular semiconductors are essential. However, due to a lack of general …

Aggregate and conquer: detecting and steering LLM concepts by combining nonlinear predictors over multiple layers

D Beaglehole, A Radhakrishnan, E Boix-Adserà… - arxiv preprint arxiv …, 2025 - arxiv.org
A trained Large Language Model (LLM) contains much of human knowledge. Yet, it is
difficult to gauge the extent or accuracy of that knowledge, as LLMs do not always``know …

Comparative Study of Iminodibenzyl and Diphenylamine Derivatives as Hole Transport Materials in Inverted Perovskite Solar Cells

M Caicedo-Reina, JS Rocha-Ortiz, J Wu… - … –A European Journal - Wiley Online Library
Perovskite solar cells (PSCs) have recently achieved over 26% power conversion efficiency,
challenging the dominance of silicon‐based alternatives. This progress is significantly …

High-Throughput Machine Learning and Experimental Validation Unveils Giant Responsivity for Extreme Ultraviolet Detectors

B Shabbir, RAW Ayyubi, MX Low, S Salimi… - 2025 - researchsquare.com
Identifying materials with optimal optoelectronic properties for targeted applications
represents both a critical need and a persistent challenge in optoelectronic device …

Self-Assembled Monolayers for Improved Performance In Flexible PIN Perovskite Solar Cells

H Zheng, F Li, Y Zhang, Y Meng, S Gong… - Available at SSRN … - papers.ssrn.com
Flexible perovskite solar cells (F-PSCs) have attracted enormous research interest in
wearable and portable electronics because of their lightweight, high flexibility and portability …

[CITACE][C] RAW Ayyubi 1, 9 Mei **an Low 2 Salar Salimi 3 Majid Khorsandi 3, 9

MM Hossain, H Arooj, S Masood, MH Zeb, N Mahmood