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Updates every hour. Last Updated: 11-May-2026 20:15 ET (12-May-2026 00:15 GMT/UTC)
The influence of protic acid regulation of activated carbon on the performance of zinc catalysts in the acetylene acetoxylation
Higher Education PressHeteroatom-doped carbon-based materials are acknowledged as a promising approach to enhance catalytic activity. In this study, phosphorus-doped activated carbon-supported zinc catalysts, rich in Lewis acid sites for acetylene acetoxylation, were synthesized. Characterization showed P-doping reduces electron density around zinc, facilitating electron transfer from acetic acid. The optimized Zn/0.01PAC catalyst achieved 80% conversion of acetic acid, demonstrating the critical role of Lewis acid sites.
- Journal
- ENGINEERING Chemical Engineering
Bridging machine learning and COSMO-SAC for accurate prediction of infinite dilute activity coefficients of binary mixtures
Higher Education PressInfinite dilution activity coefficient is a key thermodynamic parameter in solvent design for chemical processes. Although conductor-like screening model for segment activity coefficient exhibits strong prior predictive capabilities, its estimations are sometimes only qualitative rather than quantitative. Another limitation of COSMO-SAC arises from the reliance on time-intensive quantum chemistry calculations, which restricts its scalability for large-scale solvent screening. To overcome these issues, this study integrates COSMO-SAC with machine learning for accurate infinite dilution activity coefficient prediction of binary mixtures. By bypassing the necessity for quantum chemistry calculations, the multi-task machine learning model could rapidly predict the surface charge density distribution and molecular cavity volume of molecules and ions, while accurately distinguishing isomers. Four adjustable parameters of COSMO-SAC are optimized using more than 20000 experimental data points of infinite dilution activity coefficient, and residual systematic errors are further corrected with the boosting ensemble strategy to improve the model performance. The resulting hybrid model reduces the mean absolute error from 0.944 to 0.102, representing an 89% improvement, while preserving the physicochemical interpretability of model.
- Journal
- ENGINEERING Chemical Engineering
Biodegradable poly(lactic acid)-based composite open-cell foam fabricated by supercritical CO₂ foaming for reusable and selective oil-adsorption
Higher Education PressAddressing the growing challenge of oil pollution, this study presents a green and efficient strategy for fabricating biodegradable poly(lactic acid)/poly(butylene adipate-co-terephthalate)/talc composite foams with high volume expansion ratio, excellent compression resilience, and superior oil absorption performance via synergistic melt blending and supercritical CO₂ batch foaming. By strategically incorporating PBAT and talc into the PLA matrix, and by optimizing the foaming temperatures, the melt strength and crystallization behavior were effectively tailored. The resultant foam achieved a volume expansion ratio exceeding 45 and an open-cell content of 85%. Remarkably, the foam exhibited equilibrium oil absorption capacities of 22.2 g·g⁻¹ for silicone oil and 13.4 g·g⁻¹ for cyclohexane, retaining over 85% of its initial absorption capacity after 10 consecutive cycles.
- Journal
- ENGINEERING Chemical Engineering
Flow and magnetic-driven rotating gliding arc reactors for enhanced nitrogen fixation
Higher Education PressA rotating gliding arc device driven by synergistic flow and magnetic fields was developed for enhanced nitrogen fixation. A uniform tangential inlet improved arc stability, suppressed reverse breakdown, and extended the operating range of the rotating gliding arc. At an air flow rate of 3 L·min⁻¹, the device achieved an NOₓ concentration of 7623 ppm, with an energy cost as low as 3.6 MJ·mol⁻¹. Increasing magnetic field strength improved efficiency up to 200 mT, and an N₂/O₂ ratio of 6:4 yielded optimal nitrogen fixation performance.
- Journal
- ENGINEERING Chemical Engineering
Surface polymerization on metal-organic networks: boosting stability and gas separation performance
Higher Education Press- Journal
- ENGINEERING Chemical Engineering
Biochar shows promise for healthier soils and stronger forests, but careful use is key
Biochar Editorial Office, Shenyang Agricultural University- Journal
- Biochar
Biochar offers powerful solution to restore acidic soils and boost agricultural sustainability
Biochar Editorial Office, Shenyang Agricultural University- Journal
- Biochar
Biochar unlocks cleaner hydrogen production by overcoming a key fermentation barrier
Biochar Editorial Office, Shenyang Agricultural University- Journal
- Biochar