Autonomous X‐Ray Fluorescence Mapping for Nanoscale Chemical Speciation of Fine Particulate Matter
We present X‐AutoMap, an autonomous X‐ray fluorescence mapping framework that integrates real‐time analysis with rule‐based computer vision to selectively target chemically relevant regions. By avoiding background‐dominated areas, the method reduces acquisition time by fourfold while enabling accurate particle‐level speciation.
Carlos Deleon +3 more
wiley +1 more source
Heterogeneously integrated lithium tantalate-on-silicon nitride modulators for high-speed communications. [PDF]
Cai J +11 more
europepmc +1 more source
Crystal Structure Prediction of Inorganic Materials: A Benchmark and Modern Evaluation
Predicting a crystal’s structure from composition alone is a long‐standing challenge in materials discovery. The CSP180 benchmark of 180 inorganic crystals evaluates thirteen crystal structure prediction algorithms requiring no density functional theory (DFT) against DFT‐based baselines across twelve metrics.
Lai Wei +9 more
wiley +1 more source
Effect of the NH<sub>3</sub> Precursor on the Properties and Temperature-Pressure Response Mechanisms of Low-Temperature PECVD Silicon Nitride Film. [PDF]
Tang Z +5 more
europepmc +1 more source
Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers
Artificial intelligence is transforming the discovery of functional materials by linking synthesis, characterization, simulation, and design in unified workflows. Advances in machine learning, autonomous experimentation, and foundation models are accelerating innovation across energy, electronics, and biomedicine, while revealing new frontiers for ...
Cristiano Malica +38 more
wiley +1 more source
Dual reinforcement of PEKK composites with hydroxyapatite and silicon nitride nanowires for enhanced mechanical, tribological, antibacterial, and osteogenic performance. [PDF]
Xue Y +9 more
europepmc +1 more source
Removable Nanopore Sealing and In Situ Iron Oxide Nanoparticle Synthesis on Thin Silicon Nitride Membranes. [PDF]
Xia Z +8 more
europepmc +1 more source
Single-Particle Photothermal Microscopy Using On-Chip Silicon Nitride Microring Resonators. [PDF]
Elsner Y +6 more
europepmc +1 more source
ABSTRACT Metal corrosion causes significant economic losses and safety hazards, underscoring the urgent need for effective, environmentally friendly corrosion inhibitors. In this study, an organic–inorganic composite inhibitor, chitosan–glucose–BN (CS–GL–BN) was developed to protect Q235 mild steel in a 3.5‐wt% NaCl solution.
Shanjun Xu +4 more
wiley +1 more source
High-Efficiency Fiber Edge Coupling for Silicon Nitride Integrated Photonics. [PDF]
Avdeev SS +14 more
europepmc +1 more source

