Dendritic Fibrous Nanosilica Coated with a Graphitic Carbon Nitride Shell as a Selective Catalyst for N‑Dealkylation. [PDF]
Lebedev MD +7 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
A comprehensive review on graphene-/graphitic carbon nitride-based MOFs for the photocatalytic purification of dye wastewater. [PDF]
Emmanuel SS +7 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
Asymmetric atomic-level engineering of phosphorus-modified Cu single-atom coordination centers on carbon nitride for enhanced photocatalytic hydrogen evolution. [PDF]
Islam H +6 more
europepmc +1 more source
Accelerating Materials Discovery: A Review of Machine Learning in X‐Ray Absorption Spectroscopy
This review systematically details how machine learning transforms X‐ray absorption spectroscopy (XAS) analysis. It covers advanced deep learning architectures for structure‐spectra mapping and inverse tasks, while discussing key challenges like the simulation‐to‐reality gap.
Melaku Lake Tegegne +5 more
wiley +1 more source
Al- and Ga-doped graphitic carbon nitride as a temozolomide nanocarrier platform: a DFT study of adsorption and interfacial interactions. [PDF]
Yousuf M +5 more
europepmc +1 more source
Graphdiyne as a Hole-Transport Channel in Carbon Nitride Heterojunctions for Synergistic CO<sub>2</sub> Reduction and γ-Butyrolactone Synthesis. [PDF]
Zhang X +7 more
europepmc +1 more source
Photosystem II-Carbon Nitride Photoanodes for Scalable Biophotoelectrochemistry. [PDF]
Zhang H +9 more
europepmc +1 more source
Metal-Free Ternary-Composite Aerogel Based on Graphitic Carbon Nitride, Graphene Oxide, and β-Cyclodextrin for Synergistic Adsorption and Photodegradation of Organic Dyes. [PDF]
Yu Y +8 more
europepmc +1 more source

