New Carbon Materials•2026•DOI: 10.1016/S1872-5805(26)61072-4
Sodium-ion capacitors (SICs) typically feature a hybrid design, incorporating a battery-type anode that operates by faradaic redox reactions and an activated carbon cathode that functions through electrical double-layer (EDL) adsorption/desorption. However, the kinetics of faradaic processes are inherently slower than those of EDL processes, leading to a fundamental problem known as kinetic imbalance between the electrodes, which hinders the development of high-performance SICs. To address this, we synthesized composites of bismuth nanoparticles in N-doped carbon (Bi@NC) by a high-temperature sintering method. The resulting Bi@NC anode has a specific capacity of 300 mAh g−1 at 0.5 A g−1, an exceptional rate capability (maintaining performance at currents exceeding 75 A g−1), and outstanding cycling stability over 12,000 cycles. Three-electrode Swagelok cell tests revealed that this high-rate Bi@NC composite effectively decreases the kinetic gap with the activated carbon cathode, as shown by an analysis of their respective potential swing windows (vs. Na/Na+). This enables the fabricated SIC to achieve a maximum energy density of 115 Wh kg−1, a peak power density of 45,535 W kg−1, and a long cycle life exceeding 8,000 cycles.
Environmental Chemistry•2026•DOI: 10.7524/j.issn.0254-6108.2025122101
Phenolic compounds, widely used in petrochemical, textile, and pharmaceutical industries, pose severe risks to ecosystems and human health due to their toxicity and persistence. Traditional Fe2+-mediated Fenton oxidation, while effective, suffers from external H2O2 and Fe2+ addition, low H2O2 utilization, narrow pH adaptability, and iron sludge generation. This study develops a g-C3N4-based heterogeneous photo-Fenton system that operates without external H2O2 or Fe2+ salts, exhibiting a wide pH range and minimal iron sludge. The synthesized Fe3O4@UiO/IKCN catalyst, under visible light, selectively reduces dissolved oxygen to H2O2 via a two-electron pathway and activates it to hydroxyl radicals (·OH), achieving efficient degradation of phenolic compounds. The integration of photocatalytic H2O2 formation and Fenton activation enables sustained production of oxidative species, demonstrating superior performance at circumneutral pH. This work provides new insights into the rational design of heterogeneous Z-scheme photo-Fenton catalysts and offers experimental and theoretical support for photocatalytic H2O2 synthesis and phenolic wastewater treatment.
The Chinese Journal of Process Engineering•2026•DOI: 10.12034/j.issn.1009-606X.225204
Cobalt-doped silica aerogel (Co@Si-A) catalysts were synthesized via a one-step sol-gel method and applied for peroxymonosulfate (PMS) activation to degrade tetracycline (TC). The catalyst with 25 wt% cobalt doping (25Co@Si-A) exhibited superior catalytic performance, achieving 98.97% TC degradation within 30 min under specified conditions (TC 10 mg/L, 100 mL). Brunauer-Emmett-Teller (BET) analysis revealed a high specific surface area and well-developed porous architecture with nano-confined spaces. The 25Co@Si-A/PMS system demonstrated outstanding adaptability across a broad pH range (5–9), maintaining >95% degradation efficiency, and showed strong resistance to sulfate and nitrate ions. In real water matrices, degradation efficiency remained around 80%. After five consecutive cycles, the system retained 82.33% degradation efficiency, with cobalt ion leaching of only 23.7 μg/L in the first cycle, indicating excellent stability. Mechanistic studies using electron paramagnetic resonance (EPR), radical quenching, and probe compound tests confirmed a synergistic radical and non-radical pathway. The primary reactive species were sulfate radicals (SO4•−), hydroxyl radicals (•OH), and singlet oxygen (1O2), with contributions of 58.53%, 9.79%, and 31.68%, respectively. Electrochemical tests indicated that 25Co@Si-A exhibited superior charge transfer compared to Co3O4, attributed to the nano-confined effect of the silica aerogel, which enhanced Co(II)/Co(III) redox cycling and PMS activation. This research provides a promising strategy for utilizing silica aerogel-based catalysts in advanced oxidation processes for water treatment.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3650-6
Aggregation-induced emission active chiral polymer dots (AIE@CPdots) are emerging as high-performance emission layers (EMLs) for circularly polarized organic light-emitting diodes (CP-OLEDs) due to their persistent emission stability, high photoluminescence quantum yields, excellent solution processability, facile functionalization, tunable bandgap-governed emission, and superior device processability. However, reports on such systems remain scarce. In this study, a pair of chiral conjugated polymer enantiomers (R/S-PFC) was synthesized via Suzuki polymerization using three monomers: a chiral binaphthalene moiety, a fluorenyl linker, and an AIE-active cyanostyrene dye. After annealing at 110 °C, the resulting R/S-PFC self-assembled into chiral nanoparticles (AIE@CPdots) in a chloroform/n-hexane mixed solvent (9:1 v/v), exhibiting enhanced circularly polarized luminescence with a luminescence dissymmetry factor (|g_lum|) of 4.4 × 10⁻³ at 462 nm. Notably, AIE@CPdots served as the EML in CP-OLEDs, achieving high-performance circularly polarized electroluminescence with an electroluminescence dissymmetry factor (|g_EL|) of 3.0 × 10⁻³ at 464 nm, a maximum luminance (L_max) of 6022 cd m⁻², and a maximum current efficiency (CE_max) of 1.10 cd A⁻¹. This work provides a novel strategy for designing superior EML materials for CP-OLEDs via chiral self-assembled AIE@CPdots.
Journal of Environmental Engineering Technology•2026•DOI: 10.13205/j.hjgc.202608006
Organic waste is a potential phosphorus reservoir, and understanding the dynamics of available phosphorus (AP) during its resource utilization is critical for efficient phosphorus recovery. Composting, a key route for organic waste valorization, involves complex transformations of phosphorus alongside organic matter degradation and humification. However, the long duration and high cost of composting experiments, coupled with multifactorial influences, hinder efficient elucidation of AP dynamics via conventional methods. This study compiled data from 33 publications, constructing a dataset of 647 samples. Data preprocessing included iterative imputation, one-hot encoding, and standardization. A stacking ensemble learning model was developed to predict AP generation during composting. The optimal ensemble comprised XGBoost and SVR as base learners and ElasticNet as the meta-learner, achieving R² values of 0.954 and 0.928 on training and test sets, respectively, with low overall error. SHAP analysis revealed that key factors influencing AP content, in descending order of importance, were feedstock type, bulking agent type, turning interval, pH, electrical conductivity (EC), and C/N ratio. Notably, livestock manure as feedstock and straw-based bulking agents contributed positively to AP predictions. Partial dependence plots indicated that lower pH and C/N ratios generally favored AP accumulation throughout composting. During the initial stage, higher moisture content and lower EC enhanced AP; in the thermophilic phase, higher temperatures corresponded to higher AP; and during cooling and maturation, maintaining moisture below 48% and C/N below 14, while extending composting beyond 43 days, promoted AP accumulation. This study demonstrates accurate AP prediction via stacking ensemble learning and identifies critical factors, offering support for optimizing phosphorus management in composting engineering.