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Adsorbent materials with humidity-modulated CO sorption capacities are essential for direct air capture (DAC) based on moisture swing adsorption (MSA) processes. These materials have seldom been studied in the context of dynamic breakthrough experiments despite their efficacy in providing valuable equilibrium and kinetics information on the adsorbents and their resemblance to practical processes at large scales. Herein, we performed a series of breakthrough experiments to systematically investigate the DAC properties of the MSA adsorbent IRA-900-C. Prepared from the commercially available anion exchange resin IRA-900 (chloride form), IRA-900-C exhibits a CO capacity of 1.92 mmol g at 20% RH at 25 °C. The CO uptake capacity in IRA-900-C decreases as the environmental relative humidity (RH) increases at constant temperature. The competitive sorption behavior of CO and HO is also revealed by humid CO breakthrough experiments. Breakthrough experiments with different gas velocities and particle sizes of IRA-900-C suggest that the CO adsorption kinetics in IRA-900-C is controlled by internal mass transfer resistances under DAC conditions. A theoretical maximum CO working capacity of 1.27 mmol g can be achieved with IRA-900-C by swinging the RH from 20 to 50% RH at 25 °C along with constant purge of inert gas, and the feasibility of CO production in a vacuum is experimentally verified. This study highlights the significance of dynamic breakthrough experiments in evaluating the DAC performance of MSA sorbents and providing valuable information for the design and optimization of DAC systems enabled by moisture swing processes.
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http://dx.doi.org/10.1021/acssuschemeng.5c00227 | DOI Listing |
Neural Netw
September 2025
School of Computer Science, South China Normal University, Guangzhou, 510631, Guangdong, China; School of Artificial Intelligence, South China Normal University, Foshan, 528225, Guangdong, China. Electronic address:
Data-Free Knowledge Distillation (DFKD) have achieved significant breakthroughs, enabling the effective transfer of knowledge from teacher neural networks to student neural networks without reliance on original data. However, a significant challenge faced by existing methods that attempt to generate samples from random noise is that the noise lacks meaningful information, such as class-specific semantic information. Consequently, the absence of meaningful information makes it difficult for the generator to map this noise to the ground-truth data distribution, resulting in the generation of low-quality training samples.
View Article and Find Full Text PDFEJNMMI Radiopharm Chem
September 2025
Department of Experimental Neurooncological Radiopharmacy, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Institute of Radiopharmaceutical Cancer Research, 04318, Leipzig, Germany.
Background: Copper-mediated radiofluorination (CMRF) is a breakthrough in F-radiochemistry, enabling F incorporation into molecules even at electron-rich aromatic positions. In recent years, several improved protocols have been reported to advance the application of CMRF. These advancements primarily focus on improving radiochemical conversion, expanding substrate scope, and enabling scalability for remote-controlled radiotracer production.
View Article and Find Full Text PDFFront Behav Neurosci
August 2025
Department of Orthopedic Surgery, Inha University Hospitals, Incheon, Republic of Korea.
Recent breakthroughs in marker-less pose-estimation have driven a significant transformation in computer-vision approaches. Despite the emergence of state-of-the-art keypoint-detection algorithms, the extent to which these tools are employed and the nature of their application in scientific research has yet to be systematically documented. We systematically reviewed the literature to assess how pose-estimation techniques are currently applied in rodent (rat and mouse) models.
View Article and Find Full Text PDFAngew Chem Int Ed Engl
September 2025
State Key Laboratory of Bioinspired Interfacial Materials Science, Bioinspired Science Innovation Center, Hangzhou International Innovation Institute, Beihang University, Hangzhou, 311115, China.
Electrochemical nitrogen fixation-a sustainable pathway for converting abundant N into NH using renewable energy-holds transformative potential for revolutionizing artificial nitrogen cycles. Nevertheless, even the state-of-the-art catalytic systems also suffer from inadequate N adsorption capacity, which critically limits ammonia production rates and Faradaic efficiency (FE). To overcome this bottleneck, we strategically leveraged the antiferroelectric properties of SnO to establish dipole-dipole interactions with N molecules, synergistically enhancing both N adsorption and activation kinetics.
View Article and Find Full Text PDFAngew Chem Int Ed Engl
September 2025
Department of Chemistry, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058, P.R. China.
Porous organic cages (POCs) have emerged as promising porous materials for a wide range of applications. However, their development is often limited by insufficient chemical stability and challenges in systematically functionalization. Herein, we reported the design and synthesis of a tetrazine-based POC (TC1) featuring rigid tetrahedral structure, prepared via a one-pot nucleophilic aromatic substitution reaction.
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