Data-driven exploration of weak coordination microenvironment in solid-state electrolyte for safe and energy-dense batteries. [PDF]
Lao Z +16 more
europepmc +1 more source
A highly conductive quasi-solid-state electrolyte based on helical silica nanofibers for lithium batteries. [PDF]
Hu J, Wang H, Yang Y, Li Y, Wu QH.
europepmc +1 more source
Organic Materials of Tomorrow: Horizons of Artificial Intelligence
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena +3 more
wiley +1 more source
A Recyclable Inert Inorganic Framework Assisted Solid-State Electrolyte for Long-Life Aluminum Ion Batteries. [PDF]
Guo K +5 more
europepmc +1 more source
Ga-Doped LLZO Solid-State Electrolyte with Unique "Plate-like" Morphology Derived from Water Hyacinth (Eichhornia crassipes) Aquatic Weed: Waste to Wealth Conversion. [PDF]
Ghosh K, Wasim Raja M.
europepmc +1 more source
Phase Engineering of Atomically Precise Nanoclusters (APNCs) of Gold and Beyond
Engineering the structural phase of materials is of paramount importance for both fundamental research and practical applications. In this Review, we summarize the recent progress in controlling the phases of atomically precise nanoclusters (APNCs) of gold, silver and copper, as well as bimetallic systems. The phase‐enabled material properties of APNCs
Yitong Wang +4 more
wiley +1 more source
A Tunable Strategy for Continuous Production of Electrolyte-Free Formic Acid and Sodium Formate in a Solid-State-Electrolyte Based Electrocatalytic CO<sub>2</sub> Reduction System. [PDF]
Guo J, Qi W, Mo R, Yuan F, Wang L, Li Y.
europepmc +1 more source
A dual‐timescale reservoir based on monolithically 3D (M3D)‐integrated CNT solid ion‐gated transistors is demonstrated. Tunable ionic dynamics and pulse‐engineered operation enable linear and symmetric synaptic updates. The M3D‐integrated array achieves robust temporal encoding and accurate classification of moving MNIST sequences, highlighting its ...
Haksoon Jung +9 more
wiley +1 more source
Machine Learning-Guided Ab Initio Study of Na Super Ionic Conductor-Type Na<sub>4</sub>Hf<sub>2</sub>(SiO<sub>4</sub>)<sub>3</sub> Solid-State Electrolyte for Sodium-Ion Batteries. [PDF]
Sirigineedi SS +3 more
europepmc +1 more source
A giant insulator to metal transition and emergent superparamagnetism are revealed by nanoparticle exsolution in non‐stoichiometric titanate perovskite thin films. By combining transport, synchrotron spectroscopy, and first‐principles calculations, this work reveals how defect reconfiguration and lattice reconstruction fundamentally reshape electronic ...
Sungil Kim +11 more
wiley +1 more source

