Design and simulation of a highly efficient eco-friendly, non-toxic perovskite solar cell. [PDF]
Ahathiyan GS +6 more
europepmc +1 more source
We report a novel interpretation method for deep learning models based on feature extraction and clustering. Applying this method to an atomistic line graph neural network (ALIGNN) model trained on optical absorption spectra of 2,681 inorganic compounds obtained from first‐principles calculations, we successfully identify key factors underlying ...
Akira Takahashi +3 more
wiley +1 more source
A vapor‐phase molecular toughening strategy is developed for pilot‐scale roll‐to‐roll (R2R) ‐compatible fabrication of flexible perovskite solar modules. Thiol vapor selectively regulates crystallization and anchors at grain boundaries, reducing defects while enhancing mechanical resilience.
Lirong Dong +18 more
wiley +2 more sources
Unravelling interdisciplinary interactions and researcher migration across the evolution of perovskite solar cell research through comprehensive bibliometrics. [PDF]
Yeo JS, Kim AR.
europepmc +1 more source
In Situ Contact Angle Measurement for Autonomous Spin Coating in Self‐Driving Labs
A vision‐based add‐on transforms commercial spin coaters into autonomous modules of Self‐Driving Labs. Combining a width‐scaled U‐Net with classical geometric analysis, the system simultaneously measures contact angles and estimates substrate pose using a single camera.
Sven Fischer, Micha Hiegle, Holger Röhm
wiley +1 more source
Boosting planar perovskite solar cell performance <i>via</i> peripheral end-group engineering of phenoxazine-core hole transport materials. [PDF]
Ravi M +7 more
europepmc +1 more source
Materials Representation Learning Based on a Material–Motif Network and Heterogeneous Graphs
Structure motifs in materials are used to construct a bipartite material–motif network that links each material to its constituent motifs and establishes connectivity among materials sharing common motifs. Network analysis reveals material clusters associated with different functional applications and supports motif‐guided screening of materials.
Anoj Aryal +3 more
wiley +1 more source
Enhancing CaV<sub>0.5</sub>Fe<sub>0.5</sub>O<sub>3</sub>-Based Lead-Free Perovskite Solar Cell Efficiency by over 23% via Transport Layer Engineering. [PDF]
Moiz SA, Masud MI.
europepmc +1 more source
Recent Advances and Remaining Challenges in Perovskite Solar Cell Components for Innovative Photovoltaics. [PDF]
Baraneedharan P +6 more
europepmc +1 more source

