Smart Exploration of Perovskite Photovoltaics: From AI Driven Discovery to Autonomous Laboratories
In this review, we summarize the fundamentals of AI in automated materials science, and review AI applications in perovskite solar cells. Then, we sum up recent progress in AI‐guided manufacturing optimization, and highlight AI‐driven high‐throughput and autonomous laboratories.
Wenning Chen +4 more
wiley +1 more source
Balancing defect activation and framework stability: oxygen-vacancy-regulated MnO<sub>2</sub> cathodes for aqueous zinc-ion batteries. [PDF]
Liu S +5 more
europepmc +1 more source
Deciphering Intricacies in Directional CO2 Conversion From Electrolysis to CO2 Batteries
This review will delve into the inherent connections and distinctions of CO2‐directed conversion in ECO2RR and CO2 batteries, in terms of product types, catalyst selection, catalytic mechanisms, and electrochemical performances, while proposing a benchmarking framework for the evaluation of CO2 batteries and innovative CO2 battery configurations for ...
Changfan Xu +5 more
wiley +1 more source
Scalable Cr(III) Passivation Engineering for Effectively Suppressing Zinc Escape Toward Practical Ah-Level Aqueous Zinc-Ion Batteries. [PDF]
Tian G +9 more
europepmc +1 more source
In situ electrochemically induced molecular sieve‐alginate interface layer can suppress chloride‐induced pitting corrosion, hydrogen evolution, and dendrite growth, while regulating zinc ion transport and deposition, thereby protecting the zinc anode in seawater electrolyte.
Yunpeng Zhong +7 more
wiley +1 more source
PEDOT-Regulated Interfacial Engineering of Sodium Vanadium Oxide Nanostructures for High-Performance Aqueous Zinc-Ion Batteries. [PDF]
Umar Z +7 more
europepmc +1 more source
Bio‐based gel polymer electrolytes promise sustainable, mechanically adaptable zinc–air batteries, yet their progress is constrained by inconsistent characterization. This review critically links formulation, structure, interfaces, and cell performance, identifies methodological gaps under alkaline operating conditions, and proposes application ...
Matteo Milanesi +6 more
wiley +1 more source
Nucleation-Controlled Synthesis and a Unified Descriptor for Rational Interlayer Design of Vanadium-Oxide Cathodes toward High-Performance Zinc-Ion Batteries. [PDF]
Fan X +12 more
europepmc +1 more source
Operando SECM decouples hydrogen evolution from other degradation pathways in Zn metal batteries by quantifying its contribution during Zn electrodeposition. Although HER is shown to account for only a minor fraction of the irreversible charge loss, it remains a key indicator of interfacial evolution and by‐product formation governing cycling ...
J. T. Simon +8 more
wiley +1 more source
Crystallography‐Dependent Plating/Stripping Kinetics and Interfacial Morphologies in Zn Metal Anodes
SECCM coupled with fast‐scan cyclic voltammetry enables facet‐resolved measurements of Zn plating/stripping kinetics on single‐crystal (002), (100), and (101) surfaces. The close‐packed (002) facet exhibits the lowest exchange current density, whereas the more open (100) facet is kinetically fastest.
Ziqing Wang +7 more
wiley +2 more sources

