Results 211 to 220 of about 288,603 (325)

Machine Learning for Accelerating Energy Materials Discovery: Bridging Quantum Accuracy with Computational Efficiency

Advanced Energy Materials, EarlyView.
This perspective highlights how machine learning accelerates sustainable energy materials discovery by integrating quantum‐accurate interatomic potentials with property prediction frameworks. The evolution from statistical methods to physics‐informed neural networks is examined, showcasing applications across batteries, catalysts, and photovoltaics ...
Kwang S. Kim
wiley   +1 more source

SFTGNN: An Efficient Spherical Fourier Transform-Enhanced Graph Neural Network for High-Accuracy Crystal Property Prediction. [PDF]

ACS Omega
Jiang Z, Tian H.
europepmc   +1 more source

Optimizing Lithium Nucleation Overpotential in Anode‐Free Garnet‐Based Hybrid Solid‐State Batteries

Advanced Energy Materials, EarlyView.
A hybrid solid–liquid electrolyte approach using additives based on localized high‐concentration electrolyte with a trilayer garnet enables a stable, ionically conductive interphase for anode‐free solid‐state lithium batteries. Cu/Li half‐cells show 81% Coulombic efficiency over 300 cycles, while pouch cells retain 75% capacity after 400 cycles at 1C ...
Subhajit Sarkar, Joshua Budde, Ingo Bardenhagen, Julian Schwenzel, Todd Sutherland, Venkataraman Thangadurai   +5 more
wiley   +1 more source

Spin Matters: A Multidisciplinary Roadmap to Understanding Spin Effects in Oxygen Evolution Reaction During Water Electrolysis

Advanced Energy Materials, EarlyView.
This roadmap offers a forward‐looking perspective on spin enhancement in the oxygen evolution reaction. It highlights how combining systematic experiments, advanced computational modeling, and novel magnetic, chiral, or hybrid materials can deepen the understanding of spin‐dependent catalytic mechanisms.
Emma van der Minne, Priscila Vensaus, Vadim Ratovskii, Seenivasan Hariharan, Jan Behrends, Cesare Franchini, Jonas Fransson, Sarnjeet S. Dhesi, Felix Gunkel, Florian Gossing, Georgios Katsoukis, Ulrike I. Kramm, Magalí Lingenfelder, Qianqian Lan, Yury V. Kolen'ko, Yang Li, Ramsundar Rani Mohan, Jeffrey McCord, Lingmei Ni, Eva Pavarini, Rossitza Pentcheva, David H. Waldeck, Michael Verhage, Anke Yu, Zhichuan J. Xu, Piero Torelli, Silvia Mauri, Narcis Avarvari, Anja Bieberle‐Hütter, Christoph Baeumer   +29 more
wiley   +1 more source

Universality of the Microcanonical Entropy at Large Spin. [PDF]

Commun Math Phys
Pal S, Qiao J, van Rees BC.
europepmc   +1 more source

Trifluoracetic Acid‐Driven (002) Facet Engineering of Zn Metal Powder Anodes for High‐Performance Aqueous Zinc‐Ion Batteries

Advanced Energy Materials, EarlyView.
A selective surface engineering strategy is presented for zinc metal powder (ZnMP) anodes in aqueous zinc‐ion batteries. Trifluoroacetic acid treatment enriches the exposure of (002) planes, forming a stepped hexagonal morphology that suppresses hydrogen evolution and dendrite growth.
Ye‐Won Kim, Daehyun Kim, Geunwoo Kim, Pritam Das, Dong Il Kim, Hyeong Seop Jeong, Byeong Geun Kim, Yongjae Kwon, Younghwan Choi, Sangyeon Pak, Jin Pyo Hong, Pil‐Ryung Cha, John Hong   +12 more
wiley   +1 more source

Flash Synthesis of High‐Performance Sub‐Micron Low‐Disorder LiNixCoyAlzO2 Cathode Single Crystals

Advanced Energy and Sustainability Research, EarlyView.
A novel and scalable Flash‐Heat and Quench methodology has been developed to synthesize high‐performance LiNi0.8Co0.15Al0.05O2 single crystal cathodes in just minutes versus conventional methods that take multiple hours. X‐ray powder diffraction, neutron powder diffraction, and pair‐distribution and X‐ray absorption spectroscopy have shown low paired ...
Thomas E. Ashton, Shutao Wang, Michael J. Johnson, Callum Chisnall, Matthew G. Tucker, Helen Playford, Alexander J. E. Rettie, Jiacheng Wang, Yang Xu, Jawwad A. Darr   +9 more
wiley   +1 more source

Noise in Maps of the Sun at Radio Wavelengths I: Theoretical Considerations. [PDF]

Sol Phys
Bastian T, Chen B, Mondal S, Saint-Hilaire P.   +3 more
europepmc   +1 more source

Integrating Photoredox and Anion‐Binding Capabilities into a Metal–Organic Cage for Iodine Speciation and Sequestration

Aggregate, EarlyView.
The environmental persistence and health risks associated with iodine species necessitate the development of innovative materials for precise iodine management. Here, a triazatriangulenium‐based coordination cage, combining structural stability, guest recognition, and photoredox activity, demonstrates significant potential to address challenges in ...
Ruiyu Guan, Jesper D. Jensen, Shihang Liang, Gen Li, Yawei Liu, Roy Lavendomme, Bo W. Laursen, En‐Qing Gao, Dawei Zhang   +8 more
wiley   +1 more source