Machine Learning Paradigm for Advanced Battery Electrolyte Development
Electrolyte materials determine ion transport kinetics within the bulk and interphases, ultimately influencing the performance of battery systems. As data‐driven paradigms increasingly reshape materials discovery, this review provides an application‐oriented exploration of the intersection between machine learning and electrolyte science. By evaluating
Chang Su +4 more
wiley +1 more source
Mechanosynthesis of Layered Double Perovskites with Aromatic Spacer Cations for Lead-Free Thin-Film Opto(electro)ionics. [PDF]
Ghasemi M +9 more
europepmc +1 more source
Successfully applying self‐assembled monolayers with hole‐selectivity for lead‐free tin perovskite solar cells requires judicious investigation with appropriately powerful characterization methods, in addition to efforts in the development of new materials and processing.
Donghoon Song +3 more
wiley +1 more source
Synergistic optoelectronic and thermoelectric performance in Rb<sub>2</sub>AsAuBr<sub>6</sub> and Rb<sub>2</sub>AsAuCl<sub>6</sub> double perovskites for multifunctional energy conversion. [PDF]
Bouferrache K +7 more
europepmc +1 more source
ABSTRACT The development of synthetic procedures for preparing metal nanoparticles with controlled size using sunlight opens new avenues toward more sustainable methods with lower energy consumption. Herein, we propose the use of double‐vacancy halide perovskites as precursors for engineering highly crystalline and small platinum nanoparticles (< 3 nm)
Kevin Mego +4 more
wiley +1 more source
First-principles study of lead-free A<sub>3</sub>InX<sub>6</sub> (A = Rb, Cs; X = Cl, Br, I) defect -perovskites: structural, electronic, optical, and mechanical properties. [PDF]
Rafiu R +7 more
europepmc +1 more source
Highly efficient sky‐blue LED with EQE of 13.6% is realized through short‐chain ligand tridecylamine treaded perovskite quantum dots, due to the suppressed non‐radiative recombination from the trap state. These results indicate that the ligand with strong affinity can facilitate the surface defects passivation, resulting in enhanced optical properties,
Mengyu Zhu +14 more
wiley +1 more source
Comprehensive study of the physical and optoelectronic properties of A<sub>2</sub>AgIrF<sub>6</sub> (A = Cs, Rb, and K) double perovskites for energy harvesting applications: a DFT approach. [PDF]
Rayhan MA, Hossain MM, Uddin MM, Ali MA.
europepmc +1 more source
The transition from linear to cyclic organic cations promotes deprotonation and activates VH(N) defects with pronounced lone‐pair electron activity, thereby inducing severe local distortions and highly efficient nonradiative recombination centers. This work unveils a direct structure–defect–performance correlation and proposes design strategies for the
Qingshan Bao +5 more
wiley +1 more source
Computational study of novel scandium and lithium perovskites based materials for sustainable energy devices. [PDF]
Hussain A +5 more
europepmc +1 more source

