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
Subterahertz Spin Relaxation Dynamics of Boron-Vacancy Centers in Hexagonal Boron Nitride. [PDF]
Solanki AB +14 more
europepmc +1 more source
Natural hyperbolicity of hexagonal boron nitride in the deep ultraviolet. [PDF]
Choi B +8 more
europepmc +1 more source
Influence of Boron Nitride Nanosheets on the Properties of Gelatin-Chitosan Bioinks for Extrusion-Based 3D Bioprinting. [PDF]
Erdogan A, Sumbelli Y, Goncu Y, Ay N.
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
Modulating Roughness and Ripple Dynamics in Hexagonal Boron Nitride via Defect Engineering. [PDF]
Hassan MR, Dunton OR, Starr FW.
europepmc +1 more source
Neurovascular coupling in bone regeneration: Mechanisms, advanced biomaterials and challenges
This figure illustrates various material strategies for neurovascularized bone regeneration, including electroactive scaffolds, ion‐loaded materials, drug delivery systems, surface modifications, cells/cell products, growth factors, and peptides. These approaches aim to synergistically promote the regeneration of neural, vascular, and bone tissues ...
Yixin Ma +8 more
wiley +1 more source
Mechanical, Viscoelastic, and Fracture Characteristics of Tea Waste and Boron Nitride Nanoplatelet-Reinforced Epoxy Composites. [PDF]
Uslugil Y, Kaya H, Ekrem M.
europepmc +1 more source
Inorganic sonosensitizers suffer from inefficient electron‐hole separation, rapid recombination, and wide bandgaps in anti‐fungal applications. We propose MN@Fe2N/CeO2 to directly eliminate fungi without drug resistance. Combining semiconductor CeO2's advantages with Fe2N's high work function and activity enables efficient Schottky heterojunctions ...
Li Wang +13 more
wiley +1 more source
Effect of Micro and Nano Boron Nitride on Thermal Conductivity and Electrical Properties of Mica Tape. [PDF]
Feng Y +6 more
europepmc +1 more source

