Schematic showing a stretchable triboelectric nanogenerator based on interlocked wavy architectures that uses EGaIn microflower‐embedded PVDF‐TrFE and Nylon‐6 nanofiber membranes. The multi‐petaled, electron‐rich EGaIn microflowers enhance interfacial polarization and capacitance, while the interlocked wavy architecture enlarges the effective contact ...
Qianqian Xu +12 more
wiley +1 more source
Polydopamine-Modified Boron Nitride Reinforced Silicone Gel Composites with Enhanced Thermal Conductivity and Electrical Insulation Performance. [PDF]
Feng M +6 more
europepmc +1 more source
An Integrated NLP‐ML Framework for Property Prediction and Design of Steels
This study presents a data‐driven framework that uses language‐processing techniques to interpret steel processing descriptions and machine‐learning models to predict mechanical properties. By organising complex process histories into meaningful groups and enabling rapid property forecasts, the work supports faster, more informed steel design through ...
Kiran Devraju +5 more
wiley +1 more source
Healing effect of high-energy proton irradiation on the reliability of HfZrO based high-k dielectrics. [PDF]
Lee CB +12 more
europepmc +1 more source
This review comprehensively summarizes the atomic defects in TMDs for their applications in sustainable energy storage devices, along with the latest progress in ML methodologies for high‐throughput TEM data analysis, offering insights on how ML‐empowered microscopy facilitates bridging structure–property correlation and inspires knowledge for precise ...
Zheng Luo +6 more
wiley +1 more source
Decoupling ferroelectric polarization and charge transport for thermally robust polymer dielectric energy storage. [PDF]
Liu Y +22 more
europepmc +1 more source
ABSTRACT The LRRK2 G2019S mutation, a Parkinson's disease–linked variant, has been associated with depression‐like phenotypes, but mechanisms remain unclear. We chart age‐dependent behavioral changes and astrocyte reactivity in G2019S mice and define a pathway connecting LRRK2 to TFEB/GDNF signaling, cellular energetics, and inflammation.
Longping Yao +5 more
wiley +1 more source
Area-Selective Atomic Layer Deposition for Next-Generation Semiconductor Processing: Mechanisms of Selectivity Breakdown and Process Integration Strategies. [PDF]
Park Y, Kim S, Shin J, Park E, Pyo SG.
europepmc +1 more source
Underground Signals: The Ecological Power of Root Volatiles
Root volatiles mediate rhizosphere chemical communication, shaping interactions among plants, microbes, herbivores, and natural enemies. Their production, transport, and perception underpin ecological adaptation, multitrophic interactions, and plant resilience, offering opportunities for sustainable crop protection, resilient agroecosystems, and ...
Xueyao Cao +31 more
wiley +1 more source
Ultralow-Loading Anthrone Molecular Semiconductor for Enhancing the Insulation Reliability of Silicone Gel Dielectrics. [PDF]
Feng M, Zhao C, Li W, Cui Z, Guo J.
europepmc +1 more source

