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Penicurvularins A and B, macrolides from an ascomycete fungus Alternaria sp. 青霉素A和B,大环内酯类从子囊菌真菌Alternaria sp.。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra09998f
Peinan Fu, Xi Ren, Qiaoling Wang, Feng Guo, Tingnan Zhou, Zhiyang Lv

Two new macrolides, penicurvularins A and B (1 and 2), and the three known compounds (3-5) were isolated from cultures of the ascomycete fungus Alternaria sp. Their structures were elucidated primarily by NMR experiments. The absolute configuration of 1 was assigned from electronic circular dichroism calculations. Compounds 1 and 5 are active against aquatic pathogenic bacteria Vibrio alginolyticus and V. harveyi with MIC values ranging from 4 to 8 µg mL-1, while compound 5 is cytotoxic against tumor cell lines Huh7, 786-O, and 5673 with IC50 values of 11.6, 10.7, and 3.5 µM, respectively.

从子囊菌真菌Alternaria sp的培养物中分离到两个新的大环内酯类化合物,penicurvularins A和B(1和2),以及三个已知化合物(3-5),它们的结构主要通过NMR实验进行了鉴定。1的绝对构型是从电子圆二色性计算中得到的。化合物1和5对水生致病菌溶藻弧菌和哈韦伊弧菌有活性,MIC值为4 ~ 8µg mL-1;化合物5对肿瘤细胞株Huh7、786-O和5673有细胞毒性,IC50值分别为11.6、10.7和3.5µM。
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引用次数: 0
How topology governs cation affinity: protonation and metal coordination in 1- and 9-azahomocubane. 拓扑结构如何支配阳离子亲和:1-和9-偶氮均立方烷的质子化和金属配位。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra09156j
Zahra Adeli, Morteza Rouhani, Bahareh Sadeghi

The interaction of cationic species with aza-homocubanes provides a powerful platform for probing the effects of cage topology on electronic structure and noncovalent binding phenomena. Here, density functional theory (DFT) calculations were employed to investigate the complexation of 1-azahomocubane and 9-azahomocubane with H+, Li+, Na+, K+, Mg2+, and Ca2+. Optimized geometries reveal systematic trends in cation-nitrogen bond distances, with protonation yielding short covalent-type N-H+ interactions (∼1.0 Å), alkali metals displaying increasing separation with ionic radius (N-Li ≈ 1.9 Å, N-Na ≈ 2.3 Å, N-K ≈ 2.7 Å), and alkaline earth dications forming significantly shorter and stronger bonds than size-comparable alkali cations (N-Mg2+ ≈ 2.0 Å vs. N-Na ≈ 2.3 Å). Analysis of Hirshfeld charges confirmed substantial electron transfer from nitrogen to the bound cation, with the charge on N shifting from -0.134e in free 1-aza to +0.067e upon protonation, and from -0.163e in free 9-aza to +0.058e in its protonated form. For metal complexes, the nitrogen charges became even more positive, e.g., -0.141e → +0.666e in (1-aza + Li)+ and -0.158e → +0.663e in (9-aza + Li)+, highlighting significant charge redistribution. The cation affinity (CA) and CB (cation basicity) indices quantified the stabilization: for instance, CA/CB values of 48.84/41.50 kcal mol-1 were obtained for (1-aza + Li)+ compared to 46.13/38.91 kcal mol-1 for (9-aza + Li)+, confirming stronger binding in 1-aza. The non-covalent interaction (NCI) isosurfaces and reduced density gradient (RDG) profiles revealed localized covalent-like interactions for protonated species, while alkali metals exhibited more diffuse electrostatic contacts, with dications displaying highly concentrated interaction regions. Collectively, the results reveal subtle but systematic differences between the two isomers, with 1-azahomocubane often exhibiting slightly shorter interaction distances and marginally enhanced stabilization relative to 9-azahomocubane, highlighting the influence of nitrogen topology on cation binding.

阳离子物种与氮杂-同立方烷的相互作用为探索笼型拓扑对电子结构和非共价结合现象的影响提供了一个强大的平台。本文采用密度泛函理论(DFT)计算方法研究了1-叠氮素和9-叠氮素与H+、Li+、Na+、K+、Mg2+和Ca2+的络合作用。优化的几何结构揭示了阳离子-氮键距离的系统趋势,质子化产生较短的共价型N-H+相互作用(~ 1.0 Å),碱金属显示出随着离子半径的增加而增加的分离(N-Li≈1.9 Å, N-Na≈2.3 Å, N-K≈2.7 Å),碱土指示物形成的键明显比大小相当的碱阳离子(N-Mg2+≈2.0 Å vs. N-Na≈2.3 Å)更短更强。Hirshfeld电荷分析证实了大量的电子从氮转移到结合的阳离子,N上的电荷在质子化后从游离1-aza的-0.134e转移到+0.067e,从游离9-aza的-0.163e转移到质子化后的+0.058e。对于金属配合物,氮电荷变得更加正电荷,例如(1-aza + Li)+中的-0.141e→+0.666e和(9-aza + Li)+中的-0.158e→+0.663e,突出了显著的电荷再分配。阳离子亲和度(CA)和阳离子碱度(CB)指标量化了1-aza + Li的稳定性:例如,(1-aza + Li)+的CA/CB值为48.84/41.50 kcal mol-1,而(9-aza + Li)+的CA/CB值为46.13/38.91 kcal mol-1,证实了1-aza的结合更强。非共价相互作用(NCI)等值面和降低密度梯度(RDG)剖面显示质子化物质的局部类似共价的相互作用,而碱金属则表现出更分散的静电接触,显示出高度集中的相互作用区域。总的来说,结果揭示了两种异构体之间微妙但系统的差异,与9-氮杂环固烷相比,1-氮杂环固烷通常表现出稍短的相互作用距离和略微增强的稳定性,突出了氮拓扑对阳离子结合的影响。
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引用次数: 0
Enhanced energy storage in supercapacitors using R-TiO2 nanotube and graphene-based electrodes. 利用R-TiO2纳米管和石墨烯基电极增强超级电容器的能量存储。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra07750h
Sensu Tunca, Iqra Rabani, Karolien De Wael

Conventional thin-film supercapacitors are limited by low energy density and poor charge balance between electrodes, restricting their integration into miniaturized electronic devices. In this study, reduced TiO2 nanotubes (R-TiO2 NTs) were fabricated via a straightforward anodization process followed by electrochemical reduction (self-doping) and further decorated with Ni(OH)2 nanospheres. These R-TiO2 NTs/Ni(OH)2 NSs electrodes were employed as both positive and negative electrodes for symmetric supercapacitors, and as positive electrodes in asymmetric configurations. To develop a suitable negative electrode, few-layer graphene (FLG) and graphene nanoplatelets (GNP) were combined, and the optimal FLG/GNP weight ratio was identified to balance charge storage. This electrode design enabled the fabrication of an asymmetric supercapacitor (ASC) with significantly enhanced energy storage performance. The superior performance of the ASC is attributed to a synergistic charge storage mechanism, where surface-controlled pseudocapacitive reactions of Ni(OH)2 nanosheets complement the double-layer capacitance of the FLG-GNP electrode, ensuring rapid charge-discharge kinetics, high rate capability, and excellent cycling stability. The ASC achieved an areal capacitance of 118.26 mF cm-2 and an energy density of 42.05 µWh cm-2 at 0.25 mA cm-2, compared to 19.38 mF cm-2 and 6.89 µWh cm-2 for the symmetric device. This work demonstrates a promising strategy for high-performance, scalable micro-supercapacitors with potential applications in flexible and miniaturized electronics.

传统的薄膜超级电容器受到能量密度低和电极间电荷平衡差的限制,限制了其集成到小型化电子设备中。在本研究中,通过直接阳极氧化工艺,然后电化学还原(自掺杂)制备了还原型TiO2纳米管(R-TiO2 NTs),并进一步用Ni(OH)2纳米球修饰。这些R-TiO2 NTs/Ni(OH)2 NSs电极可以作为对称超级电容器的正极和负极,也可以作为不对称结构的正极。为了开发合适的负极,将少层石墨烯(FLG)和石墨烯纳米片(GNP)结合在一起,确定了最佳的FLG/GNP重量比来平衡电荷存储。这种电极设计使得非对称超级电容器(ASC)的制造具有显著增强的能量存储性能。ASC的优异性能归功于协同电荷存储机制,其中Ni(OH)2纳米片的表面控制赝电容反应补充了FLG-GNP电极的双层电容,确保了快速充放电动力学,高倍率能力和出色的循环稳定性。在0.25 mA cm-2下,ASC的面电容为118.26 mF cm-2,能量密度为42.05µWh cm-2,而对称器件的面电容为19.38 mF cm-2,能量密度为6.89µWh cm-2。这项工作展示了高性能、可扩展的微型超级电容器在柔性和小型化电子产品中的潜在应用。
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引用次数: 0
Geographic and breed-specific traceability of cashmere via mineral element profiling in Inner Mongolia (Ordos, Chifeng, and Alxa League). 内蒙古(鄂尔多斯、赤峰和阿拉善盟)羊绒的地理和品种可追溯性。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra08122j
Zhang Chunhua, Li Shengli, Bao Hua, Chen Panliang, Li Wenting, Fu Le, Han Aricha, Wu Yahan, Wang Longwei, Wang Li, Sun Haizhou

The study investigates a consistent technique for tracing the cashmere breeds and their geographical origins using mineral element fingerprinting from Inner Mongolia, China. 237 cashmere samples were collected from three different regions (Ordos, Chifeng and Alxa League) and four breeds (Albas, Mingan, Hanshan, Alxa white cashmere goats). Concentrations of 21 mineral elements were quantified by inductively coupled plasma mass spectrometry (ICP-MS) and assessed using multivariate statistical methods such as principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA), and orthogonal partial least squares-discriminant analysis (OPLS-DA). Among them, six elements (Mg, Mn, As, Sr, Ce and U; with Ce in regions and Sr in breeds, while the other five are common) discriminated significant regional and breed-specific differences (P < 0.05). Their concentrations ranged from 189.25-639.49 µg g-1, 7.48-16.24 µg g-1, 19.03-66.73 µg/100 g, 311.26-888.30 µg/100 g, 56.03-113.92 µg/100 g and 1.64-9.87 µg/100 g respectively across the regions with highly enriched Alxa samples. These six mineral elements served as key identifiers for traceability with high variable importance in projection (VIP > 1.0). The OPLS-DA model achieved excellent classification accuracy for both origin (R 2 = 0.97) and breeds (R 2 = 0.787). This novel study presents an integrated ICP-MS and OPLS-DA approach for authenticating geographical origins and breeds, providing a robust analytical basis for preventing fraud, certifying products and ensuring supply chain transparency in the luxury textile sector.

本研究利用矿物元素指纹技术,对内蒙古3个不同地区(鄂尔多斯、赤峰、阿拉善盟)和4个品种(阿尔巴斯、明安、寒山、阿拉善白绒山羊)的羊绒品种及其地理来源进行了一致性追踪。采用电感耦合等离子体质谱法(ICP-MS)测定21种矿质元素的浓度,并采用主成分分析(PCA)、偏最小二乘判别分析(PLS-DA)和正交偏最小二乘判别分析(OPLS-DA)等多元统计方法进行评价。其中,Mg、Mn、As、Sr、Ce和U 6种元素(地区为Ce,品种为Sr,其他5种为常见元素)具有显著的地区和品种差异(P < 0.05)。Alxa样品高富集地区的浓度范围分别为189.25 ~ 639.49µg -1、7.48 ~ 16.24µg -1、19.03 ~ 66.73µg/100 g、311.26 ~ 888.30µg/100 g、56.03 ~ 113.92µg/100 g和1.64 ~ 9.87µg/100 g。这六种矿物元素作为可追溯性的关键标识,在投影中具有高度可变的重要性(VIP > 1.0)。OPLS-DA模型对产地(r2 = 0.97)和品种(r2 = 0.787)的分类精度都很好。这项新颖的研究提出了一种集成的ICP-MS和OPLS-DA方法来验证地理来源和品种,为防止欺诈、认证产品和确保奢侈品纺织行业的供应链透明度提供了强大的分析基础。
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引用次数: 0
Proximity co-evaporation growth of SnSe thin films for high-responsivity photodetectors. 高响应光电探测器用SnSe薄膜的近距离共蒸发生长。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra08877a
Sailakshmi Janga, Kurapati Kalyan, Shaik M Abzal, Arshad Ahamed A, Manve Rasik Ramesh, Rajkumar Patel, Jatis Kumar Dash

In this work, tin selenide (SnSe) thin films were successfully synthesized using a cost-effective proximity co-evaporation method within a chemical vapor deposition (CVD) system. The process involved a thermally evaporated Sn thin film and selenium powder as precursors, arranged in a source-substrate-face-to-face configuration to enable uniform and self-limiting lateral growth under an inert atmosphere. X-ray diffraction (XRD) confirmed the formation of orthorhombic SnSe with high crystallinity and phase purity. Field emission scanning electron microscopy (FESEM) and energy-dispersive X-ray spectroscopy (EDS) revealed a uniform grain morphology and near-stoichiometric composition, while X-ray photoelectron spectroscopy (XPS) confirmed the presence of Sn2+ and Se2- oxidation states. Optical studies revealed a band gap of ∼1.15 eV, aligning well with the ideal range for optoelectronic applications. Electrical measurements demonstrated ohmic contact behavior, and photoresponse analysis under white LED illumination exhibited a significant enhancement in photocurrent, with a responsivity of 29.9 A W-1, detectivity of 3.8 × 1011 Jones, and quantum efficiency of 67.45%. These results show that the fabricated SnSe thin films could be suitable candidates for high-performance photodetectors and optoelectronic devices.

本文在化学气相沉积(CVD)系统中,采用一种具有成本效益的近距离共蒸发方法成功合成了硒化锡(SnSe)薄膜。该工艺包括热蒸发的锡薄膜和硒粉作为前体,以源-衬底-面对面的结构排列,以实现在惰性气氛下均匀和自我限制的横向生长。x射线衍射(XRD)证实形成了具有高结晶度和高相纯度的正交SnSe。场发射扫描电镜(FESEM)和能量色散x射线能谱(EDS)分析结果表明,样品具有均匀的晶粒形貌和近化学计量组成,而x射线光电子能谱(XPS)则证实了Sn2+和Se2-氧化态的存在。光学研究显示,带隙为1.15 eV,与光电应用的理想范围很好地吻合。电学测量显示出欧姆接触行为,白光LED照明下的光响应分析显示光电流显著增强,响应率为29.9 a W-1,探测率为3.8 × 1011 Jones,量子效率为67.45%。这些结果表明,所制备的SnSe薄膜可以作为高性能光电探测器和光电子器件的合适候选者。
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引用次数: 0
Ionic liquid microemulsion-mediated heterogels with bicontinuous conductive channels for an ionic flexible sensor. 离子柔性传感器用具有双连续导电通道的离子液体微乳介导的异质凝胶。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra09922f
Yufan Wang, Yue Wang, Li Qin, Zhuo Zhang, Yang Yu

The incorporation of microstructural designs into flexible sensors has emerged as a potent strategy to enhance the capability of capturing fine information. Herein, an ionic liquid microemulsion-template strategy is presented to fabricate conductive heterogels with a bicontinuous structure of interpenetrating hydrophilic and hydrophobic phases, in which the hydrophilic ionic liquid domain functions as ion-rich channels and provides conductivity. The hydrophobic polymer domain serves as a supporting skeleton. Amphiphilic zwitterions anchored at the phase interface serve as effective ion transport sites to improve ion conduction. The bicontinuous structure enhances the mechanical performance, anti-swelling, thermal stability and ion conductivity of the heterogels. The assembled flexible sensor exhibits the sensitive detection of subtle muscle movements and specific recognition of speech, weight and temperature. This study is expected to provide innovative insights into the design and regulation of ion channels in flexible sensing devices.

将微结构设计结合到柔性传感器中已经成为增强捕获精细信息能力的有效策略。本文提出了一种离子液体微乳液-模板策略来制备具有亲水相和疏水相互穿双连续结构的导电异质凝胶,其中亲水离子液体域作为富离子通道并提供导电性。疏水聚合物结构域作为支撑骨架。锚定在相界面的两亲性两性离子是有效的离子传递位点,可以改善离子的传导。双连续结构增强了异质凝胶的力学性能、抗膨胀性、热稳定性和离子导电性。组装的柔性传感器具有对细微肌肉运动的敏感检测和对语音、重量和温度的特定识别。该研究有望为柔性传感器件中离子通道的设计和调节提供创新的见解。
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引用次数: 0
Nitric oxide-releasing hyaluronic acid as an antibacterial and immunomodulatory acne therapeutic. 一氧化氮释放透明质酸作为抗菌和免疫调节痤疮治疗。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra08320f
Samantha L Picciotti, Torrance M Jenkins, Tsian D Ramrattan, Mark H Schoenfisch

Acne vulgaris (acne) is a common skin disorder associated with significant psychosocial impact. Current clinical therapies include topical and systemic antibiotics, benzoyl peroxide, and retinoids. While moderately effective, these clinical therapies fail to target all four major pathogenic causes of acne and are associated with painful side effects. Nitric oxide (NO), an endogenous signaling molecule, represents a promising alternative to conventional acne treatments due to its innate antibacterial and immunomodulatory functions. As NO is highly reactive, macromolecular NO donors are required for its controlled, solution-phase delivery. Prior work has utilized silica nanoparticle scaffolds to store and deliver NO, with the silica scaffold being considered inert. Herein, NO-releasing hyaluronic acid (HA), an endogenously produced biopolymer, was modified with NO donors to enable a dual-action therapeutic capable of addressing the pathogenic factors responsible for acne development. The molecular weight of these HA derivatives proved important with respect to bactericidal activity against Cutibacterium acnes and ability to modulate keratinocyte proliferation, sebum production, and inflammation.

寻常性痤疮(痤疮)是一种常见的皮肤疾病,具有显著的社会心理影响。目前的临床治疗包括局部和全身抗生素、过氧化苯甲酰和类维生素a。虽然效果中等,但这些临床疗法不能针对痤疮的所有四种主要致病原因,并伴有痛苦的副作用。一氧化氮(NO)是一种内源性信号分子,由于其固有的抗菌和免疫调节功能,它代表了传统痤疮治疗的一个有希望的替代方案。由于NO具有高活性,因此需要大分子NO供体来控制其在溶液相中的输送。先前的工作利用二氧化硅纳米颗粒支架来储存和输送NO,二氧化硅支架被认为是惰性的。在本研究中,一氧化氮释放透明质酸(HA)是一种内源性生物聚合物,用一氧化氮供体修饰,以实现双作用治疗,能够解决导致痤疮发展的致病因素。这些透明质酸衍生物的分子量被证明对抗痤疮角质杆菌的杀菌活性和调节角质细胞增殖、皮脂生成和炎症的能力很重要。
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引用次数: 0
Fabrication of a zein-phloretin complex and nanoparticles: interaction mechanism and characterization. 玉米皮素复合物和纳米颗粒的制备:相互作用机理和表征。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra08898d
Siyang Chen, Jinhui Jia, Jian Du, Ningbo Qin, Xiaodong Xia

Due to its capacity to form complexes with polyphenols and to self-assemble as nanoparticles, zein could be utilized as an excellent carrier for polyphenols. The objective of this study was to examine the interaction between zein and phloretin (PHL) through multispectral analysis and molecular docking, and to prepare and characterize PHL-loaded zein nanoparticles. Spectral analysis and docking data confirmed that the binding process of the zein-PHL complex is mainly influenced by hydrogen bonding and van der Waals forces, and hydrophobic interaction was auxiliary, with static quenching as the primary fluorescence quenching mechanism. Meanwhile, zein nanoparticles loaded with PHL were successfully prepared using the anti-solvent precipitation method, which was evidenced by the morphology and size characterization. The hydrogen bond and hydrophobic interaction in the nanoparticles were further confirmed by Fourier transform infrared spectroscopy. This study elucidates the noncovalent interaction mechanism between zein and PHL, providing a theoretical foundation for the design of zein-polyphenol nanocarriers. These carriers show promising applications as emulsion stabilizers or delivery systems for lipophilic bioactives, thereby facilitating the development of functional foods with improved stability and enhanced bioavailability.

由于其与多酚形成配合物和自组装成纳米粒子的能力,玉米蛋白可以作为多酚的优良载体。本研究旨在通过多光谱分析和分子对接研究玉米蛋白与根皮素(PHL)的相互作用,并制备和表征负载根皮素的玉米蛋白纳米颗粒。光谱分析和对接数据证实,zein-PHL配合物的结合过程主要受氢键和范德华力的影响,疏水相互作用为辅,静态猝灭是主要的荧光猝灭机制。同时,采用反溶剂沉淀法成功制备了载PHL的玉米蛋白纳米颗粒,并对其形貌和粒径进行了表征。傅里叶变换红外光谱进一步证实了纳米颗粒中的氢键和疏水相互作用。本研究阐明了玉米蛋白与PHL的非共价相互作用机理,为玉米蛋白-多酚纳米载体的设计提供了理论基础。这些载体作为乳状液稳定剂或亲脂性生物活性物质的输送系统具有广阔的应用前景,从而促进了功能性食品稳定性和生物利用度的提高。
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引用次数: 0
First-principles calculations to investigate structural, electronic, optical, elastic, mechanical and phonon properties of novel Q3GaBr6 (Q = Na and K) for next-generation lead-free solar cells. 研究新一代无铅太阳能电池Q3GaBr6 (Q = Na和K)的结构、电子、光学、弹性、力学和声子特性的第一性原理计算。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra10011a
Rifat Rafiu, Md Sakib Hasan, Md Azizur Rahman, Imtiaz Ahamed Apon, Karim Kriaa, Mohamed Benghanem, S AlFaify, Noureddine Elboughdiri

Lead-free halide perovskites have emerged as promising alternatives to toxic Pb-based photovoltaic absorbers, yet many candidates suffer from poor stability or unfavorable electronic properties. In this work, we present the first comprehensive first-principles and device-level investigation of the novel vacancy-ordered perovskites Q3GaBr6 (Q = Na, K) to evaluate their potential for next-generation optoelectronic and solar-cell applications. Density functional theory (DFT) calculations confirm that both compounds crystallize in a stable cubic Fmm phase with negative formation energies, favorable tolerance factors, and strong Ga-Br bonding within rigid octahedral frameworks. Electronic-structure analysis reveals direct band gaps of 1.445 eV (K3GaBr6) and 1.991 eV (Na3GaBr6), with Br-4p states dominating the valence band and Ga-/Q-site orbitals contributing to the conduction band. Optical studies show high absorption (>104 cm-1 in the visible region), low reflectivity, strong dielectric response, and pronounced UV absorption, indicating suitability for broadband optoelectronics. Mechanical and phonon analyses further confirm mechanical stability, moderate stiffness, and absence of imaginary phonon modes, while AIMD simulations validate excellent thermal robustness at elevated temperatures. Incorporating DFT-extracted parameters into SCAPS-1D device modeling demonstrates promising photovoltaic performance, with efficiency, current density, and fill factor strongly influenced by absorber thickness, defect density, and doping concentration. Under ideal simulated conditions, the device shows a theoretical upper-limit efficiency of 22.21%. The proposed DFT-SCAPS integrated approach provides an efficient and computationally economical route to screen and optimize lead-free perovskite absorbers, significantly reducing experimental trial-and-error while enabling accurate prediction of photovoltaic performance.

无铅卤化物钙钛矿已成为有毒的铅基光伏吸收剂的有希望的替代品,但许多候选材料的稳定性差或电子性能不利。在这项工作中,我们首次对新型空位有序钙钛矿Q3GaBr6 (Q = Na, K)进行了全面的第一性原理和器件级研究,以评估其在下一代光电和太阳能电池应用中的潜力。密度泛函理论(DFT)计算证实,这两种化合物都在稳定的立方Fm3 * m相中结晶,形成能为负,具有良好的容差因子,并且在刚性八面体框架内具有强的Ga-Br键。电子结构分析显示直接带隙为1.445 eV (K3GaBr6)和1.991 eV (Na3GaBr6),其中Br-4p态主导价带,Ga-/ q位轨道参与导带。光学研究表明,高吸收(>104 cm-1在可见光区),低反射率,强介电响应和明显的紫外吸收,表明适合宽带光电子学。机械和声子分析进一步证实了机械稳定性、中等刚度和不存在假想声子模式,而AIMD模拟验证了在高温下的优异热鲁棒性。将dft提取的参数整合到SCAPS-1D器件建模中显示出良好的光伏性能,吸收剂厚度、缺陷密度和掺杂浓度对效率、电流密度和填充因子的影响很大。在理想的模拟条件下,该装置的理论上限效率为22.21%。所提出的DFT-SCAPS集成方法提供了一种高效且计算经济的方法来筛选和优化无铅钙钛矿吸收剂,显着减少了实验试错,同时能够准确预测光伏性能。
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引用次数: 0
Machine learning in next-generation AEM fuel cells: a systematic review. 下一代AEM燃料电池中的机器学习:系统综述。
IF 4.6 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-02-05 DOI: 10.1039/d5ra08517a
Srikanth Ponnada

Fuel cells have lately garnered interest as a potentially advantageous technology for clean and efficient energy conversion. One type that has caught people's attention is the anion exchange membrane fuel cell (AEMFC), which can run on a variety of fuels and operates at low and high temperatures. Exploring its basic working principles, important materials, obstacles, and recent breakthroughs, this perspective presents a comprehensive introduction to AEMFC technology. The anion exchange membrane (AEM) and the electrodes of the AEMFC work together to improve the cell performance and the efficiency of the system as a whole. Furthermore, this review emphasizes the ways in which AEMFC technology is being improved by ML and AI technologies. Through the identification of crucial parameters and the improvement of the membrane electrode assembly (MEA), these technologies have the potential to optimize the performance of AEMFCs while drastically cutting down on the time and effort needed for experimental testing. Finally, we take a look at the possibilities and threats for further study of fuel cell technology-based sustainable energy generation using AEMs in conjunction with new electrode materials. This article introduces a structured framework and categorizes the following key concepts: need for anion exchange membranes (AEM) > mechanisms of anion conductivities > ORR (oxygen reduction reaction) > interfacial phenomena at the electrode-AEM interface > water management > integration of artificial intelligence (AI)/machine learning > neural networks (NN) > schemes for learning > predictive modeling > optimization algorithms and optimizing algorithms > AI in fault detection > AI in maintenance of fuel cells and in materials discovery.

燃料电池作为一种潜在的清洁和高效能源转换的有利技术最近引起了人们的兴趣。其中一种引起人们关注的是阴离子交换膜燃料电池(AEMFC),它可以使用多种燃料,并在低温和高温下工作。探讨其基本工作原理,重要材料,障碍和最近的突破,这一观点提出了AEMFC技术的全面介绍。阴离子交换膜(AEM)和AEMFC的电极一起工作,以提高电池的性能和整个系统的效率。此外,本文还强调了机器学习和人工智能技术对AEMFC技术的改进方式。通过关键参数的识别和膜电极组件(MEA)的改进,这些技术有可能优化aemfc的性能,同时大大减少实验测试所需的时间和精力。最后,我们来看看进一步研究基于燃料电池技术的可持续能源发电的可能性和威胁,利用AEMs结合新的电极材料。本文介绍了一个结构化框架,并对以下关键概念进行了分类:需要阴离子交换膜(AEM) >阴离子电导率机理>氧还原反应>电极-AEM界面现象>水管理>人工智能(AI)/机器学习>神经网络>学习方案>预测建模>优化算法>优化算法>用于故障检测> AI用于燃料电池维护和材料发现
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