Uncertainty-Aware Metrics: Code and Synthetic Datasets
Here you can download the code and synthetic data used in the article: "Uncertainty-Aware Metrics for Evaluating Machine Learning Regression Models in Materials Testing".
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Evaluation of low-frequency ultrasound as a safe and sustainable method for the removal and inactivation of cyanobacteria in water
Cyanobacteria are prokaryotic and photosynthetic organisms contained in various aquatic ecosystems. Multiple studies confirm the risks caused by their presence in aquatic bodies due to their ability to generate cyanotoxins. Similarly, it has been shown that these bloom-forming species can regulate their flotation thro…
Controlled Chemical Vapor Deposition Growth of Single-Crystalline CoO Ultrathin Flakes as Dielectrics for High-Performance Two-Dimensional Electronics
Abstract Two-dimensional (2D) crystalline dielectrics are essential for high-performance van der Waals electronics in 2D electronics; however, their scalable synthesis with sufficient dielectric performance remains challenging. Here, we report the scalable chemical vapor deposition (CVD) growth of ultrathin single-cry…
Mg2Al–CO3 Layered Double Hydroxide for Pb(II) Removal from Water: Sorption Behavior and the Effect of AlIII→FeIII and MgII→ZnII Substitution in the Hydroxide Layer
Layered double hydroxides (LDHs) are attractive low-cost sorbents for lead-bearing effluents, but the way the chemical identity of the layer cations governs their capacity is difficult to establish because published values are obtained under different experimental conditions. In this work a carbonate-intercalated Mg2A…
Photo‐Switched Catalytic Amyloids
Light-mediated assembly of catalytic agents furnishes powerful means for spatiotemporal control of chemical reactions. Here, we demonstrate photo-switched hierarchical assembly of catalytic amyloid fibrils, through mixing an amphiphilic cross-ß peptide with a merocyanine photo-switch. The peptide monomers, comprising…
Impact of the Global Energy Crisis on Textile Manufacturing: A Strategic Roadmap
The textile manufacturing sector has experienced unprecedented energy-related challenges in recent years due to volatile fuel markets, geopolitical instability, and increasing electricity prices. These developments have significantly influenced production costs and operational efficiency, particularly in developing ec…
Thermal Field Optimization and Structural Defect Suppression in VGF-InP Single Crystals: A Study Based on Orthogonal Design and CGSim Simulation
Abstract The thermal field distribution during the vertical gradient freeze (VGF) growth of indium phosphide (InP) single crystals significantly influences the formation of structural defects such as dislocations, residual stress, and twins. This study combines CGSim numerical simulations with experimental validation…
Emergent Self‐Trapped Excitonic Behavior Arising From the Interplay of Size, Solvent, and Dopants in Black Phosphorus Quantum Dots
ABSTRACT Self‐trapped excitons (STEs) enable broadband emission and robustness against environmental perturbations, yet tunable and biocompatible STE platforms remain elusive. Here we demonstrate that black phosphorus quantum dots (BPQDs) constitute an exceptional platform for STEs. Using optimally tuned range‐separat…
Solubility Limit and Thermostructural Properties of Kagome Mg3V2(1– x )Nb2 x O8: A Joint Diffraction and Spectroscopic Study
Modification of composition via solid solution can significantly improve the physical properties of materials. The crystallographic properties of the novel Mg3V2(1-x)Nb2xO8 solid solution were investigated by X-ray powder diffraction (XRPD) and spectroscopy. XRPD analysis confirms crystallization in the Cmca space gro…
Self-healing low-molecular-weight hydroxamic acid hydrogel for active pharmaceutical ingredient formulation
Here, we report a hydroxamic acid-functionalised 1,3:2,4-dibenzylidenesorbitol hydrogelator (DBS-CONHOH), with a pKa value of 9.2 meaning that, unlike analogous carboxylic acid LMWGs, it forms stable gels at physiological pH. Perhaps surprisingly, given the favourable pH profile, low-molecular-weight gelators (LMWGs)…
Synthetic Polymer Nanofibre Films with Smart and Active Agents for Food Packaging
This review describes the latest advancements in nanofibre technology for advanced food packaging applications, highlighting their key properties such as high specific surface areas and the ability to incorporate smart and active agents. Methods for preparing nanofibres: electrospinning, centrifugal spinning, solution…
Progress and technical challenges in electrospinning technology for continuous nanofiber yarn preparation
Electrospun nanofibrous yarns offer a unique platform for producing continuous nanofibers with potential applications in smart textiles, biomedical devices, filtration, and energy storage. However, translating the intrinsic high mechanical properties of single nanofibers to macroscopic yarns is constrained by inter-fi…
Intrinsic Curvature-Induced Regulation of Interfacial Thermal Transport in Janus TMD Heterostructures
Efficient interfacial thermal transport in two-dimensional heterostructures is essential for improving heat dissipation and operational stability in next-generation energy conversion and energy electronic devices. Here, nonequilibrium molecular dynamics simulations are employed to investigate the thermal transport beh…
Control defects and grain boundaries to engineer macroscopic material properties
This revised article addresses Q0024, 'Control defects and grain boundaries to engineer macroscopic material properties?' using a question-specific mathematical construction rather than a generic logarithmic template. The proposed model, termed the Grain-Boundary Property Transfer Model, uses grain-boundary misorienta…
Dinuclear Complexes of Linear, Two-Coordinate Iron(II) and Cobalt(II): Geometric Control over Magnetic Exchange between Anisotropic Metal Centers
Abstract Magnetic exchange coupling between high-anisotropy spin centers is a key requirement for single-molecule magnets with high operating temperatures. Here, we report the synthesis and characterization of the dinuclear iron(II) and cobalt(II) complexes [(iPr3Si)(Dipp)NFe]2(m-(NSiMe3)2C6Me3H) (m-Fe2), [(iPr3Si)(Di…
Multi‐Component Lanthanide Halides for Multidimensional Optical Dynamic Anti‐Counterfeiting and Encryption Based on Stimulus‐Responsive Luminescence Regulation
ABSTRACT The luminescent multi‐component rare earth halides have great potential in optoelectronic applications. However, due to the complex structure and unclear structure‐property relationship, it is difficult to achieve precise luminescence regulation. Therefore, it remains challenging to ensure that the performanc…
A new member of the genus Edaphochlamys , E. sudakovae sp. nov. (Chlorophyceae, Chlorophyta), from soils of Asian Russia
SUMMARY During soil‐algological research in the mountainous area of Asian Russia near Lake Baikal, we isolated a new chlamydomonad strain, IRK–A 362. Morphological and ultrastructural features of this alga have been studied using light and transmission electron microscopy (TEM). Phylogenetic reconstructions were infer…
Spatially and Electronically Co-Confinement Effect on Pt/TiO2@SiO2 for Durable Propane Oxidation
Abstract Inherent instability of highly active metal nanoclusters limits their practical application in thermal catalysis. Core–shell architectures, while improving stability, commonly sacrifice low-temperature activity by blocking essential active sites, particularly in interface-mediated reactions. To overcome this…
Plastics to fertilizer: A polymer system based on isosorbide as a monomer, plasticizer, and fertilizer
Plastics have long been designed as durable materials with limited consideration of their fate after use. In contrast, a polymer system that enables end-of-life plastics to no longer to be discarded but instead to be transformed into fertilizers that actively benefit ecosystems, would be very desirable indeed. Such a…
Dose-dependent responses to salinity stress in Zea mays following green-synthesized nZVI seed nanopriming
Salinity stress reduced germination, water uptake, seedling vigour, growth, photosynthetic pigments, protein and carbohydrate contents and root metabolic activity, while increasing proline accumulation, antioxidant enzyme activities and relative membrane-associated injury. Green-synthesized nZVI seed nanopriming gener…