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Advancing antifouling and antibacterial performance of composite membranes (MXene / ZnO nanoparticle) reinforcement: A combined experimental and molecular dynamics simulation study 提高MXene / ZnO纳米颗粒复合膜的防污抑菌性能:实验与分子动力学模拟相结合的研究
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-09-24 DOI: 10.1016/j.apsadv.2025.100857
Fatemeh Badavar, Leila Lotfikatooli, Nasibeh Hajilary
Surface modification of polymeric membranes presents a promising strategy for enhancing their antifouling and antibacterial performance in water treatment applications. In this research, PES/PVA composite membranes were engineered with MXene and ZnO nanoparticles using the phase inversion method. The morphology of MXene was previously confirmed via FE-SEM, and the resulting membranes were comprehensively characterized using FE-SEM, AFM, EDX, ATR-FTIR, water contact angle analysis, porosity and pore size measurements, and mechanical testing. Performance evaluations revealed that the incorporation of MXene significantly improved water flux (360.6 L/m²·h), achieving more than a threefold increase compared to pristine PES membranes (108.6 L/m²·h). Additionally, PEG facilitated improved porosity and permeability. The optimized PES/PVA-MXene membrane exhibited an impressive flux recovery rate (FRR) of 89.3 % and a BSA rejection rate of 94.7 %, indicating superior antifouling behavior. Molecular dynamics (MD) simulations further confirmed the enhanced water affinity and interfacial interactions induced by MXene and ZnO incorporation. These findings highlight the synergistic potential of hybrid nanomaterials in developing next-generation ultrafiltration membranes with dual antifouling and antibacterial functionalities.
高分子膜的表面改性是提高高分子膜在水处理中的防污和抗菌性能的一种很有前途的方法。在本研究中,采用相转化的方法制备了MXene和ZnO纳米颗粒的PES/PVA复合膜。之前通过FE-SEM确认了MXene的形貌,并利用FE-SEM、AFM、EDX、ATR-FTIR、水接触角分析、孔隙率和孔径测量以及力学测试对所得膜进行了综合表征。性能评估显示,MXene的掺入显著提高了水通量(360.6 L/m²·h),比原始PES膜(108.6 L/m²·h)增加了三倍多。此外,PEG有助于提高孔隙度和渗透率。优化后的PES/PVA-MXene膜具有89.3%的通量回收率(FRR)和94.7%的BSA拒绝率,具有良好的防污性能。分子动力学(MD)模拟进一步证实了MXene和ZnO掺入诱导的亲水性增强和界面相互作用。这些发现强调了混合纳米材料在开发具有双重防污和抗菌功能的下一代超滤膜方面的协同潜力。
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引用次数: 0
Microbiological and in vitro degradation response of a magnesium alloy with new surface functionalization for use as temporary bone implants 一种新型表面功能化镁合金用于临时骨植入物的微生物学和体外降解反应
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-10-29 DOI: 10.1016/j.apsadv.2025.100888
Melina I. Hankovits , Julieta L. Merlo , Nabila Yasmeen , Anna-Maria Pappa , Josefina Ballarre , Silvia M. Ceré
When a small mechanically resistant bone implant is required, magnesium (Mg) based alloys are promising materials to avoid a second removal surgery. Mg is abundant in the human body and excretable. However, Mg alloys have the disadvantage of fast corrosion rate at early implantation times. One technique to reduce degradation and hydrogen evolution is to use surface modifications in order to control it and to match bone healing rate. Additionally, local antibiotic therapy is preferable than systemic antibiotics because it reduces the risk of infection and potential implant failure. This study investigates the biocorrosion and microbiological response of AZ91 magnesium alloy with a simple and novel carbonate-phosphate pre-treatment and silica-gentamicin nanoparticles, aiming to control initial degradation, enhancing antibacterial properties, and preserving biocompatibility and cellular response. It is shown that the pre-treated alloy diminishes degradation rate in simulated body fluid when compared with the untreated samples, evaluated by different superficial, microscopic, spectroscopic and electrochemical techniques. Hemocompatibility tests and biocompatibility assays with fibroblast cell lines, along with anti-bacterial tests show that the proposed surface modification, present a biocompatible, bioactive and antibacterial surface. This work is a breakthrough in the development of degradable implants for use in orthopaedic surgery where infections are always a concern.
当需要一个小的机械抵抗骨植入物时,镁基合金是一种很有前途的材料,可以避免第二次移除手术。镁在人体内含量丰富,可排泄。然而,镁合金的缺点是在注入初期腐蚀速度快。一种减少降解和氢释放的技术是使用表面修饰来控制它并匹配骨愈合速度。此外,局部抗生素治疗比全身抗生素治疗更可取,因为它降低了感染和潜在种植体失败的风险。本研究采用简单新颖的碳酸盐-磷酸盐预处理和二氧化硅-庆大霉素纳米颗粒对AZ91镁合金的生物腐蚀和微生物响应进行了研究,旨在控制初始降解,增强抗菌性能,保持生物相容性和细胞反应。通过不同的表面、微观、光谱和电化学技术评估,表明与未处理的样品相比,预处理合金在模拟体液中的降解率降低。血液相容性试验和成纤维细胞系的生物相容性试验以及抗菌试验表明,所提出的表面修饰具有生物相容性、生物活性和抗菌性。这项工作是可降解植入物发展的一个突破,用于骨科手术中,感染一直是一个问题。
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引用次数: 0
Physico-Chemical characterization of D-LIPSS formation by femtosecond laser beam on N-doped (100) silicon under controlled atmospheres 在可控气氛下,飞秒激光束在n掺杂(100)硅上形成D-LIPSS的物理化学表征
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-09-23 DOI: 10.1016/j.apsadv.2025.100860
L. Lounis, B. Aspe, P. Birnal, L. Gimenez, A. Sauldubois, H. Rabat, A-L Thomann, N. Semmar
In this work, the formation of deep laser-induced periodic surface structures (D-LIPSS) on N-type silicon (100) was investigated using femtosecond laser pulses (pulse duration = 350 fs; wavelength = 1030 nm; repetition rate = 100 kHz) with linear polarization. Experiments were performed at atmospheric pressure and at 1 mbar under various atmospheres, including oxygen, nitrogen, argon, and ambient air, in both static mode (accumulation of successive pulses) and scanning mode (sample displacement under the beam). The study aimed to better understand the mechanisms involved in ultrashort laser-induced surface structuring by examining the influence of atmospheric pressure and gas composition on the morphology, topography, chemical composition, and wettability of the fabricated structures. Morphological characterization using SEM, AFM, and TEM revealed the formation of D-LIPSS with amplitudes around 650 ± 50 nm, significantly exceeding typical values reported in the literature. Material redeposition was markedly reduced under low-pressure conditions compared to atmospheric pressure, leading to cleaner and more well-defined surface structures.
本文利用线极化飞秒激光脉冲(脉冲持续时间为350 fs,波长为1030 nm,重复频率为100 kHz),研究了n型硅(100)上深激光诱导周期表面结构(D-LIPSS)的形成。实验在大气压和1mbar下进行,在不同的气氛下,包括氧气、氮气、氩气和环境空气,静态模式(连续脉冲的积累)和扫描模式(样品在光束下的位移)。该研究旨在通过研究大气压力和气体成分对制备结构的形貌、形貌、化学成分和润湿性的影响,更好地了解超短激光诱导表面结构的机制。利用SEM、AFM和TEM进行形态表征,发现D-LIPSS的形成幅度在650±50 nm左右,明显超过文献报道的典型值。与常压相比,在低压条件下,材料的再沉积明显减少,导致表面结构更清洁、更明确。
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引用次数: 0
Unveiling the synergistic role of anatase/brookite homojunctions in TiO2 mixed phases on the enhanced photocatalytic degradation of paracetamol under simulated solar light and the formation of CO2.− radical ion 揭示了TiO2混合相中锐钛矿/板岩同质结对模拟太阳光照下对乙酰氨基酚光催化降解和CO2生成的协同作用。−自由基离子
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-11-10 DOI: 10.1016/j.apsadv.2025.100896
Nicola Blangetti , Francesca S. Freyria , Maela Manzoli , Paola Rivolo , Alessandro Piovano , Hamideh Darjazi , Nicoletta Ditaranto , Barbara Patrizi , Sandra Doria , Barbara Bonelli
Mixed-phase TiO₂ systems offer unique opportunities for enhancing photocatalytic performance via interpolymorph junctions (homojunctions). While anatase/rutile interfaces have been extensively studied, anatase/brookite junctions remain comparatively underexplored. Here, we demonstrate that homojunctions between anatase and brookite, formed via a template-free, pH-controlled synthesis and low-temperature calcination (200 °C), significantly enhance photocatalytic activity under simulated solar light. High-resolution TEM reveals direct anatase/brookite junctions without isolated brookite crystallites. At the same time, IR spectroscopy detects the formation of CO2.− radical ions, suggesting that the homojunctions act as active defect sites, potentially contributing to visible light absorption or increasing photocatalytic performance. Notably, the surface generation of CO2.− under mild conditions could open new perspectives for CO₂ activation and solar fuel production, while also positioning this species as a valuable intermediate in organic synthesis for the formation of carboxylic acids. Compared to an anatase/brookite/rutile system obtained through calcination at 600 °C, the sample calcined at low temperature exhibits superior performance in degrading paracetamol, a model emerging contaminant in city water. Importantly, Surface-Enhanced Raman Spectroscopy (SERS) enables direct identification of paracetamol degradation intermediates, revealing a mechanistic pathway similar to that promoted by a commercial anatase/rutile TiO2. These findings underscore the potential of anatase/brookite homojunctions as efficient charge-separating interfaces, as further supported by electrochemical impedance spectroscopy.
混合相tio2体系提供了独特的机会,通过多晶间结(同质结)增强光催化性能。虽然锐钛矿/金红石界面已被广泛研究,但锐钛矿/板绿石界面的探索相对较少。在这里,我们证明了锐钛矿和板铜矿之间的同质结,通过无模板,ph控制合成和低温煅烧(200°C)形成,显著提高了模拟太阳光照下的光催化活性。高分辨率透射电镜显示直接锐钛矿/板岩结,没有孤立的板岩晶体。同时,红外光谱检测二氧化碳的形成。−自由基离子,表明同质结作为活性缺陷位点,可能有助于可见光吸收或提高光催化性能。值得注意的是,地表产生的二氧化碳。-在温和条件下可以为CO₂活化和太阳能燃料生产开辟新的前景,同时也将该物种定位为有机合成中形成羧酸的有价值的中间体。与600℃煅烧得到的锐钛矿/brookite/金红石体系相比,低温煅烧的样品在降解城市水中新型污染物扑热息痛方面表现出更好的性能。重要的是,表面增强拉曼光谱(SERS)能够直接识别对乙酰氨基酚降解中间体,揭示了类似于商业锐钛矿/金红石TiO2促进的机制途径。这些发现强调了锐钛矿/板岩同质结作为有效电荷分离界面的潜力,电化学阻抗谱进一步支持了这一点。
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引用次数: 0
WO3/CuWO4 nanocomposite thin films for humidity resilient acetone gas sensing 湿弹性丙酮气敏用WO3/CuWO4纳米复合薄膜
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-11-06 DOI: 10.1016/j.apsadv.2025.100894
Nirmal Kumar , Akash Kumar , Jiří Čapek , Elisabetta Comini , Stanislav Haviar
We demonstrate a high-performing and selective acetone gas sensor based on WO3/CuWO4 nanocomposites produced by sequentially sputter-deposited WO3 thin films and CuO nanoparticles, engineered to reduce the humidity interference. By optimizing deposition order and layer thicknesses, we harnessed synergistic p-n/n-n heterojunctions and the formation of a catalytic CuWO₄ ternary phase. The best performing configuration (20 nm of tungsten oxide film on top of nanoparticles) exhibits a high response (S = 23) to 10 ppm acetone at 300 °C, fast response in dry/humid conditions (38 s/58 s), and low detection limit (0.6 ppm). More importantly, the sensor exhibited > 95 % retention of its response in 90 % relative humidity compared to a loss of >50 % for pristine WO3. The reduced humidity interference is assigned to heterojunction formation at the WO3/CuWO4 interface, Lewis acid sites that allow for acetone selective adsorption, and bulk-dominated conduction. This noble-metal-free acetone sensor overcomes a known shortcoming of metal oxide-based sensors, enabling accurate acetone detection in humid environments for breath-based disease diagnosis (e.g., diabetes) and industrial safety monitoring.
我们展示了一种基于WO3/CuWO4纳米复合材料的高性能和选择性丙酮气体传感器,该复合材料由顺序溅射沉积的WO3薄膜和CuO纳米颗粒制成,旨在减少湿度干扰。通过优化沉积顺序和层厚,我们利用协同p-n/n-n异质结和催化CuWO₄三元相的形成。最佳配置(纳米颗粒顶部的氧化钨膜为20 nm)在300°C下对10 ppm丙酮具有高响应(S = 23),在干燥/潮湿条件下具有快速响应(38 S /58 S)和低检测限(0.6 ppm)。更重要的是,在90%的相对湿度下,传感器的响应保持率为95%,而在原始WO3环境下,传感器的响应损失为50%。减少的湿度干扰被分配到WO3/CuWO4界面的异质结形成,允许丙酮选择性吸附的刘易斯酸位点,以及体积主导的传导。这种不含贵金属的丙酮传感器克服了金属氧化物传感器的一个已知缺点,能够在潮湿环境中准确检测丙酮,用于基于呼吸的疾病诊断(例如糖尿病)和工业安全监测。
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引用次数: 0
Organized Pd nanoparticles into the hybrid framework of S- and/N-Rich Thiadiazole/Thiocarbamate bridged periodic mesoporous organosilica 富S-和/ n -富噻二唑/硫氨基甲酸酯桥接周期介孔有机硅的杂化框架中组织的Pd纳米颗粒
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-11-06 DOI: 10.1016/j.apsadv.2025.100873
Elham Bastani , Mohammad Reza Naimi-Jamal , Sadegh Rostamnia
The nanoscale porosity and high surface area of periodic mesoporous organosilica (PMO) contribute to enhanced dispersion of active sites, notably increasing their applicability in various fields, including catalysis. Here, a novel PMO material TdTc-PMO rich in S- and N-, containing thiadiazole and thiocarbamate (TdTc) bridge within its pore wall has been successfully synthesized. TdTc-PMO displays remarkable properties such as highly ordered 2D-hexagonal nanostructure, high surface area (527 m2 g‐1), and act as good hub for 1transition metals, such as PdNPs. By in situ depositing Pd nanoparticles into the mesochannels to produce a heterogeneous catalyst, the resulting material exhibits outstanding catalytic activity in the reduction of the water pollutant 4-nitrophenol.
周期介孔有机硅(PMO)的纳米级孔隙度和高表面积有助于增强活性位点的分散性,显著提高其在催化等各个领域的适用性。本文成功合成了一种富含S-和N-的新型PMO材料TdTc-PMO,其孔壁上含有噻二唑和硫代氨基甲酸酯(TdTc)桥。TdTc-PMO具有高度有序的二维六边形纳米结构,高表面积(527 m2 g‐1),并可作为PdNPs等过渡金属的良好枢纽。通过在介孔中原位沉积Pd纳米颗粒制备非均相催化剂,该材料在还原水污染物4-硝基苯酚方面表现出优异的催化活性。
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引用次数: 0
Long-term hydrophilic PDMS surfaces using Brij L4: A simple and robust approach for biomedical applications 使用Brij L4的长期亲水性PDMS表面:一种简单而强大的生物医学应用方法
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-11-29 DOI: 10.1016/j.apsadv.2025.100904
Inês M. Gonçalves , Diana Pinho , Joel Borges , Filipe Vaz , Andrea Zille , Takeshi Hori , Yuji Nashimoto , Hirokazu Kaji , Ana Moita , Graça Minas , Rui Lima
Polydimethylsiloxane (PDMS) is a widely used material in the production of microfluidic devices and biomodels, due to its exceptional mechanical, chemical and biocompatible properties. Recently, a novel class of devices known as microphysiological systems have emerged, combining microfluidic technology and cell culture, mimicking the microphysiological features of the human body to facilitate the study of both healthy and pathological conditions. However, the hydrophobic nature of PDMS leads to several drawbacks including high fluid flow resistance, and non-specific molecule adsorption which impact the growth and proliferation of cell culture and the specificity of biochemical assays. The most popular technique to improve the PDMS surface wettability is the application of air or oxygen plasma treatment to its surface, providing only temporary effects and requiring specialized and high-cost equipment. Another strategy is modifying the bulk of the material by adding components to PDMS during the manufacturing process. By applying the latter approach, the present work presents a simple, robust, and low-cost method to modify the PDMS wettability for a long period of time. PDMS surfaces were modified using various concentrations of Brij L4 surfactant, either applied directly (bulk) or in combination with plasma treatment, and their performance was compared to the most commonly used traditional method, i.e., the oxygen plasma treatment. The PDMS surface’s wettability was assessed from a short period of time (hours) up to five months, demonstrating that the proposed method achieves stable hydrophilicity. Optical, morphological and mechanical surface properties, were observed to confirm that hydrophilic and transparent PDMS surfaces were successfully obtained. The non-specific adsorption was tested using serum albumin, and a significant adsorption reduction was observed. This innovative approach provides a simple, effective and unexpensive way to achieve stable PDMS wettability for a long-term period.
聚二甲基硅氧烷(PDMS)由于其优异的机械、化学和生物相容性,被广泛应用于微流控器件和生物模型的生产。最近,一种新型的被称为微生理系统的设备出现了,它结合了微流体技术和细胞培养,模仿人体的微生理特征,以促进健康和病理状况的研究。然而,PDMS的疏水性导致了一些缺点,包括高流体流动阻力和非特异性分子吸附,影响细胞培养的生长和增殖以及生化分析的特异性。改善PDMS表面润湿性最流行的技术是对其表面进行空气或氧等离子体处理,但只能提供暂时的效果,并且需要专门的高成本设备。另一种策略是通过在制造过程中向PDMS添加组件来修改材料的体积。通过应用后一种方法,本研究提出了一种简单、可靠、低成本的方法来长期修改PDMS的润湿性。使用不同浓度的Brij L4表面活性剂对PDMS表面进行修饰,可以直接(批量)使用,也可以与等离子体处理联合使用,并将其性能与最常用的传统方法(即氧等离子体处理)进行比较。PDMS表面的润湿性从短时间(小时)到5个月进行了评估,表明所提出的方法实现了稳定的亲水性。通过光学、形态学和机械表面性能的观察,证实了PDMS表面的亲水性和透明性。用血清白蛋白检测非特异性吸附,观察到吸附显著减少。这种创新的方法提供了一种简单、有效和廉价的方法来实现长期稳定的PDMS润湿性。
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引用次数: 0
New self-supporting polymer thin film for nanoparticle analysis in STEM/TEM 用于纳米颗粒分析的新型自支撑聚合物薄膜
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-09-23 DOI: 10.1016/j.apsadv.2025.100859
Lenka Pálková , Vilém Neděla , Jaroslava Bezděková , Eva Tihlaříková , František Martínek , Lucie Kracíková , Ladislav Androvič , Richard Laga
The demand for high-resolution imaging of nanomaterials continues to grow across disciplines. However, conventional support films for transmission and scanning transmission electron microscopy (TEM/STEM) are often limited by low beam resistance, suboptimal resolution, toxicity concerns, and high production costs. This study introduces a new application of a self-supporting, biocompatible thin film composed of hydrophilic, crosslinked poly[N-(2-hydroxypropyl)methacrylamide] (p(HPMA)) as an alternative to traditional carbon or organic polymer supports. The film forms a stable, continuous interfacial layer that promotes homogeneous nanoparticle dispersion and minimizes aggregation, critical factors for accurate analysis of nanoscale interfacial interactions. By embedding nanoparticles within the hydrated polymer matrix, the film provides a consistent and reproducible interface, enabling detailed observation of particle behavior, stability, and interactions at both solid-liquid and solid-vacuum boundaries. Resolution measurements show improvements of up to 29% over Formvar and 32% over graphene oxide. Film thicknesses range from 3.5 to 22.9 nm, spanning the holes in Lacey and Quantifoil grids. The film is produced using a rapid, scalable casting method using standard laboratory materials. TEM and STEM imaging confirm its structural and beam stability under accelerating voltages up to 200 kV. Nanoparticle dispersion and film integrity are preserved for at least six months. These findings highlight the potential of this polymer-based support film as a cost-effective and sustainable platform for high-resolution electron microscopy, with broad relevance to colloid and interface science, nanomedicine, and environmental nanotechnology.
对纳米材料高分辨率成像的需求在各个学科领域持续增长。然而,用于透射和扫描透射电子显微镜(TEM/STEM)的传统支撑膜通常受到低光束阻力、次优分辨率、毒性问题和高生产成本的限制。本研究介绍了一种由亲水性交联聚[N-(2-羟丙基)甲基丙烯酰胺](p(HPMA))组成的自支撑、生物相容性薄膜的新应用,作为传统碳或有机聚合物载体的替代品。薄膜形成稳定、连续的界面层,促进均匀的纳米颗粒分散,最大限度地减少聚集,这是准确分析纳米级界面相互作用的关键因素。通过将纳米颗粒嵌入水合聚合物基质中,该薄膜提供了一个一致且可重复的界面,可以在固液和固真空边界上详细观察颗粒的行为、稳定性和相互作用。分辨率测量结果表明,该材料比Formvar提高了29%,比氧化石墨烯提高了32%。薄膜厚度范围从3.5到22.9 nm,横跨莱西和量子箔网格中的孔。该薄膜是使用标准实验室材料的快速、可扩展的铸造方法生产的。TEM和STEM成像证实了其结构和光束在高达200 kV加速电压下的稳定性。纳米颗粒的分散和薄膜的完整性至少可以保存六个月。这些发现突出了这种聚合物基支撑膜作为高分辨率电子显微镜的成本效益和可持续平台的潜力,与胶体和界面科学、纳米医学和环境纳米技术有着广泛的相关性。
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引用次数: 0
Ammonium recovery from wastewater by ion exchange using porous metakaolin geopolymer granules over extended adsorption/regeneration cycles 多孔偏高岭土聚合物颗粒离子交换法回收废水中的铵
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-12-02 DOI: 10.1016/j.apsadv.2025.100910
Yangmei Yu, Mohammad Bhuyan, Priyadharshini Perumal, Tero Luukkonen
Ion exchange on porous geopolymer granules represents a potentially promising unit process for ammonium (NH4+) recovery from wastewater. However, the previous studies have not systematically optimized the regeneration nor evaluated the robustness of the ammonium recovery over extended adsorption/regeneration cycles. In this study, NaCl, Na2SO4, NaNO3, KNO3, K2SO4, CH3COOH, and combined NaOH/NaCl at concentrations of 0.3–0.9 M and thermal regeneration at 500 °C were compared for the regeneration of NH4+-saturated geopolymer granules. 0.9 M KNO3 exhibited the best performance. The adsorption/regeneration cycles were repeated 30 times in synthetic wastewater and 5 times in tertiary municipal wastewater (directly or after filtration with 0.45 µm membrane). The porous geopolymer granules (size 2–4 mm) had an average NH4+ ion exchange capacity of 9.0 mg/g and NH4+ recovery of 51–98 % over the 30 adsorption/regeneration cycles in synthetic wastewater (initial concentration 500 mg/L). After 20 cycles, the ion exchange capacity of the granules started to decrease. The characterization of the granules after 30 cycles indicated that a minor amount of µm-sized particles were disintegrated from their surface and 70 % of the Al sites were no longer converted into K-form during regeneration. In municipal wastewater, the NH4+ uptake was 3.9 mg/g on average (initial concentration of 67 mg/L). The NH4+ recovery was 68 % and 74 % during the 5th cycle in raw tertiary wastewater and filtrated wastewater, respectively. Wastewater caused pore blocking and accumulation of solids on the surface which were reduced by the filtration. This study highlights the importance of the pretreatment before applying geopolymers for NH4+ recovery in realistic conditions and that the porous geopolymer granules have a lifetime of 20 adsorption/regeneration cycles before their ion exchange capacity begins to decline.
在多孔地聚合物颗粒上进行离子交换是回收废水中氨(NH4+)的一种有潜力的单元工艺。然而,以往的研究并没有系统地优化再生过程,也没有对长时间吸附/再生循环中铵回收的稳健性进行评估。本研究比较了NaCl、Na2SO4、NaNO3、KNO3、K2SO4、CH3COOH以及NaOH/NaCl组合在0.3 ~ 0.9 M浓度下和500℃热再生条件下对NH4+饱和地聚合物颗粒的再生效果。0.9 M KNO3表现出最好的性能。在合成废水中重复30次吸附/再生循环,在城市三级污水中重复5次(直接或经过0.45µm膜过滤)。在初始浓度为500 mg/L的合成废水中,经过30次吸附/再生循环后,孔隙型地聚合物颗粒(粒径2 ~ 4 mm)的平均NH4+交换容量为9.0 mg/g, NH4+回收率为51 ~ 98%。经过20次循环后,颗粒的离子交换能力开始下降。经过30次循环后,颗粒的表征表明,少量μ m大小的颗粒从其表面崩解,70%的Al位点在再生过程中不再转化为k形式。城市污水中NH4+的平均吸收量为3.9 mg/g(初始浓度为67 mg/L)。在第5个循环中,原三级废水和过滤后废水的NH4+回收率分别为68%和74%。废水造成孔隙堵塞,固体物质在表面堆积,过滤后固体物质减少。本研究强调了在实际条件下应用地聚合物前预处理对NH4+回收的重要性,并且多孔地聚合物颗粒在其离子交换能力开始下降之前具有20个吸附/再生循环的寿命。
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引用次数: 0
Reinforcement learning enabled high-efficiency DUV aluminum nitride metagrating 强化学习实现了高效的DUV氮化铝偏析
IF 8.7 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-01 Epub Date: 2025-10-23 DOI: 10.1016/j.apsadv.2025.100883
Po-Yen Yu , Yu Jie Wang , Sung-Lin Tsai , Hong-Han Shuai , Ming Lun Tseng
Deep ultraviolet (DUV) light is essential for applications ranging from advanced spectroscopy to precision nanofabrication, driving demand for compact and efficient DUV optical elements. Here, we demonstrate high-efficiency aluminum nitride (AlN) metasurface gratings (metagratings) operating in the DUV regime, designed using reinforcement learning (RL) integrated with rigorous coupled-wave analysis (RCWA). This approach enables faster and more effective optimization compared to conventional forward design methods. The resulting metagrating achieves a deflection angle of 80° with a measured efficiency of 75 %, representing state-of-the-art performance in this spectral range. Structural analysis further provides insights into the key design parameters responsible for the observed performance, offering valuable guidance for accelerating future design iterations and improving device scalability. This work showcases the potential of AI-assisted design in advancing next-generation DUV photonic systems.
深紫外(DUV)光对于从先进光谱学到精密纳米制造的应用至关重要,推动了对紧凑高效的DUV光学元件的需求。在这里,我们展示了在DUV状态下工作的高效氮化铝(AlN)超表面光栅(metagratings),该光栅采用强化学习(RL)和严格耦合波分析(RCWA)相结合的设计。与传统的正向设计方法相比,这种方法可以实现更快、更有效的优化。由此产生的偏转达到80°的偏转角,测量效率为75%,代表了该光谱范围内最先进的性能。结构分析进一步提供了对观察到的性能负责的关键设计参数的见解,为加速未来的设计迭代和提高器件可扩展性提供了有价值的指导。这项工作展示了人工智能辅助设计在推进下一代DUV光子系统方面的潜力。
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引用次数: 0
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Applied Surface Science Advances
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