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Metal-free photocatalysts with charge-transfer excited states enable visible light-driven atom transfer radical polymerization. 具有电荷转移激发态的无金属光催化剂可实现可见光驱动的原子转移自由基聚合。
IF 4.3 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-18 DOI: 10.1039/d4cc04470c
Yuchen Huang, Yangxin Liu, Yingde Yan, Yanjun Gong, Yifan Zhang, Yanke Che, Jincai Zhao

Metal-free donor-acceptor photocatalysts enable efficient O-ATRP under visible light, allowing for precise control over polymer molecular weight with low dispersity. These photocatalysts achieve sufficient reductive potential to drive the reaction in their charge-transfer (CT) excited state. The reported efficient photocatalytic O-ATRP has significant potential in scalable polymer synthesis and photolithography.

无金属供体-受体光催化剂可在可见光下实现高效的 O-ATRP 反应,从而以较低的分散性精确控制聚合物的分子量。这些光催化剂具有足够的还原电势,可在电荷转移(CT)激发态下驱动反应。所报道的高效光催化 O-ATRP 在可扩展的聚合物合成和光刻技术方面具有巨大潜力。
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引用次数: 0
Xylan-based near-infrared fluorescent probes for monitoring viscosity abnormalities in living cells and zebrafish. 基于木聚糖的近红外荧光探针,用于监测活细胞和斑马鱼的粘度异常。
IF 2.7 3区 化学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-18 DOI: 10.1039/d4ay01860e
Shen Li, Wenchan Dong, HongKun Yang, Pengfei Sun, Jinlan Luo, Fangong Kong, Keyin Liu

Viscosity is a crucial indicator of the flow state of proteins, lipids, and polysaccharides in the cell microenvironment and plays a vital role in maintaining normal cellular activities. Abnormal viscosity in any part of the cell constituents can lead to various diseases in the organism. For instance, abnormal mitochondrial viscosity can lead to diseases, such as diabetes and Parkinson's disease. Therefore, real-time monitoring of changes in mitochondrial viscosity in both pathological and physiological environments is relevant. This study describes a water-soluble xylan-based near-infrared fluorescence probe that can detect changes in cellular viscosity. The designed mitochondria-targeting near-infrared fluorophores were introduced into modified xylan to form a viscosity-sensing fluorescent probe (NI-XylV). The fluorescence intensity of NI-XylV at 590 and 670 nm gradually increases with an increase in viscosity caused by environmental changes, enabling the sensitive detection of viscosity changes in mitochondria within living cells. NI-XylV exhibits good photostability, biocompatibility, excellent mitochondrial targeting, and broad application prospects as a bio-based fluorescence probe.

粘度是细胞微环境中蛋白质、脂类和多糖流动状态的重要指标,在维持细胞正常活动方面起着至关重要的作用。细胞成分中任何部分的粘度异常都会导致机体出现各种疾病。例如,线粒体粘度异常可导致糖尿病和帕金森病等疾病。因此,实时监测线粒体粘度在病理和生理环境中的变化具有重要意义。本研究介绍了一种基于水溶性木聚糖的近红外荧光探针,它可以检测细胞粘度的变化。将设计的线粒体靶向近红外荧光团引入改性木聚糖,形成粘度传感荧光探针(NI-XylV)。NI-XylV 在 590 和 670 纳米波长处的荧光强度会随着环境变化引起的粘度增加而逐渐增强,从而能够灵敏地检测活细胞内线粒体的粘度变化。NI-XylV 具有良好的光稳定性、生物相容性和线粒体靶向性,作为生物荧光探针具有广阔的应用前景。
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引用次数: 0
Interlayer spacing expansion for V2O5 towards ultra-stable zinc anode-based flexible electrochromic displays in Zn2+/Li+-PC organic electrolyte. 在 Zn2+/Li+-PC 有机电解质中扩大 V2O5 层间距,实现基于锌阳极的超稳定柔性电致变色显示器。
IF 4.3 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-18 DOI: 10.1039/d4cc04974h
Zhe Li, Zhaoyang Song, Linhua Liu, William W Yu, Jingwei Chen, Qianqian Zhu, Haizeng Li

To enhance the electrochemical stability and kinetics of V2O5, 3,4-ethylenedioxythiophene (EDOT) was in situ polymerized within V2O5 interlayers, rendering PEDOT@V2O5 with enlarged layer spacing, increased stability in organic electrolyte, and superior electrochemical kinetics (bleaching/coloration times 10.9/9.1 s) and cyclability (98.5% ΔT and 85.6% capacity retention after 1000 cycles) in a PEDOT@V2O5‖Zn electrochromic device.

为了提高 V2O5 的电化学稳定性和动力学性能,3,4-亚乙二氧基噻吩(EDOT)被原位聚合在 V2O5 夹层中,从而使 PEDOT@V2O5 的层间距增大,在有机电解质中的稳定性增强,在 PEDOT@V2O5 ‖锌电解质装置中具有优异的电化学动力学性能(漂白/着色时间为 10.在 PEDOT@V2O5‖锌电致变色器件中,PEDOT@V2O5‖锌电致变色器件具有优异的电化学动力学性能(漂白/着色时间为 10.9/9.1 秒)和循环性能(1000 次循环后,ΔT 为 98.5%,容量保持率为 85.6%)。
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引用次数: 0
Rapid chemical detection and segmentation of latent fingerprints by means of a novel middle-infrared scanning method. 利用新型中红外扫描方法对潜伏指纹进行快速化学检测和分割。
IF 3.6 3区 化学 Q2 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-18 DOI: 10.1039/d4an00367e
Björn van Marwick, Tim Kümmel, Felix Wühler, Felix Lauer, Jan Hoffmann, Matthias Rädle

The fast and reliable detection, segmentation and visualization of latent fingerprints are the main tasks in forensics. Currently, conventional fingerprints are searched for, recorded and subsequently analyzed via traditional destructive physical and chemical methods. For firmly defined crime objects and undefined crime scenes, the forensic process is very time-consuming and can take several hours for a single fingerprint. In this context, a laser-based measurement technique that records complete latent fingerprints under fifteen seconds in a non-destructive manner was developed that digitizes the fingerprint for postprocessing steps. The optical system is based on confocal measurements in the mid-infrared wavelength range (2 μm-4 μm) to analyze specific chemical substances at crime scenes. The resulting chemical segmentation allows molecule-dependent analysis of latent and visually invisible fingerprints, providing clear conclusions about the perpetrator or the course of the crime. In this study, the application of the developed measurement system (MIR scanner) to capture fingerprints in a molecule-dependent manner within few seconds is demonstrated, compared with reference methods such as FTIR (Fourier transform infrared spectroscopy) imaging, and extended to real crime objects.

对潜伏指纹进行快速可靠的检测、分割和可视化是法医学的主要任务。目前,传统的指纹识别是通过传统的破坏性物理和化学方法进行搜索、记录和分析。对于确定的犯罪对象和未确定的犯罪现场,取证过程非常耗时,一枚指纹可能需要几个小时。在这种情况下,我们开发了一种基于激光的测量技术,可以在 15 秒内以非破坏性方式记录完整的潜伏指纹,并将指纹数字化,以便进行后期处理。该光学系统以中红外波长范围(2 μm-4 μm)的共焦测量为基础,用于分析犯罪现场的特定化学物质。由此产生的化学细分可对潜伏指纹和肉眼看不见的指纹进行分子分析,从而对犯罪者或犯罪过程得出明确结论。在本研究中,演示了所开发的测量系统(近红外扫描仪)的应用,该系统可在几秒钟内以依赖分子的方式捕捉指纹,与傅立叶变换红外光谱成像等参考方法进行了比较,并扩展到真实犯罪对象。
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引用次数: 0
Aminodiols, aminotetraols and 1,2,3-triazoles based on allo-gibberic acid: stereoselective syntheses and antiproliferative activities† 基于烯丙基小檗酸的氨基二醇、氨基四醇和 1,2,3-三唑:立体选择性合成和抗增殖活性†。
IF 3.9 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-18 DOI: 10.1039/D4RA07334G
Zein Alabdeen Khdar, Tam Minh Le, Zsuzsanna Schelz, István Zupkó and Zsolt Szakonyi

A new series of aminodiols, aminotetraols and 1,2,3-triazoles based on allo-gibberic acid were synthesized in a stereoselective manner, starting from commercially available gibberellic acid. allo-Gibberic acid, prepared from gibberellic acid according to a literature method, was applied to SeO2/t-BuOOH-mediated allylic oxidation, yielding the triol, which is a key intermediate. After protecting the 1,4-diol functionality as acetonide, epoxidation was performed using either m-CPBA or t-BuOOH/VO(acac)2 to produce the epoxy alcohol. Then, the oxirane ring was opened with either primary amines to provide aminodiols or sodium azide to afford azido diols. The latter was subjected to the CuAAC reaction to obtain dihydroxy 1,2,3-triazoles. HCl-mediated acetonide deprotection of the prepared derivatives furnished aminotetraols and tetrahydroxy 1,2,3-triazoles. The antiproliferative effects of the prepared compounds were studied by the in vitro MTT method against a panel of human cancer cell lines (HeLa, SiHa, A2780, MCF-7 and MDA-MB-231) and fibroblasts, and the structure–activity relationships for the prepared compounds were explored.

根据文献方法从赤霉素制备的烯丙基赤霉素被应用于 SeO2/t-BuOOH 介导的烯丙基氧化反应,生成了作为关键中间体的三醇。用丙酮保护 1,4 二醇官能团后,使用 m-CPBA 或 t-BuOOH/VO(acac)2 进行环氧化反应,生成环氧醇。然后,用伯胺打开环氧乙烷环,得到氨基二醇;或用叠氮化钠打开环氧乙烷环,得到叠氮二醇。后者经过 CuAAC 反应,得到二羟基 1,2,3-三唑。盐酸介导的丙酮脱保护反应生成了氨基四醇和四羟基 1,2,3-三唑。通过体外 MTT 法研究了所制备化合物对人类癌细胞株(HeLa、SiHa、A2780、MCF-7 和 MDA-MB-231)和成纤维细胞的抗增殖作用,并探讨了所制备化合物的结构-活性关系。
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引用次数: 0
Identifying magnetic phases in chemically ordered and disordered FeAl thin films† 识别化学有序和无序铁铝薄膜中的磁性相†。
IF 3.9 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-18 DOI: 10.1039/D4RA06100D
A. Zarzycki, M. S. Anwar, R. Bali, K. Potzger, M. Krupinski and M. Marszalek

Direct magnetic writing of ferromagnetic nanoscale elements provides an alternative pathway for potential application in data storage or spintronic devices. Magnetic patterning due to local chemical disordering of Fe60Al40 thin films results in adjacent nanoscale regions that possess two different phases, viz. a low-magnetization and high-coercive chemically ordered phase (non-irradiated ferromagnetic area, NIFM) and a high-magnetization and low-coercive chemically disordered phase (irradiated ferromagnetic area, IMF). Depending on the volume of NIFM and IFM phases, different interaction mechanisms were revealed. It was shown that the modulated films of the coexisting magnetic phases do not lead to exchange coupling in most cases. Evidence for exchange-spring behaviour, however, was found. Moreover, both magneto-structural phases at low temperatures show spin-glass-like properties. Understanding the influence of chemical ordering on magnetic properties is crucial for the advancement of the functionalities of spintronic devices and for the development of alloys with controllable magnetic properties.

铁磁纳米级元素的直接磁写为数据存储或自旋电子设备的潜在应用提供了另一种途径。由于 Fe60Al40 薄膜的局部化学无序造成的磁性图案化导致相邻纳米级区域具有两种不同的相,即低磁化和高矫顽力化学有序相(非辐照铁磁区,NIFM)和高磁化和低矫顽力化学无序相(辐照铁磁区,IMF)。根据 NIFM 和 IFM 相的体积,发现了不同的相互作用机制。研究表明,共存磁性相的调制膜在大多数情况下不会导致交换耦合。然而,研究发现了交换弹簧行为的证据。此外,这两种磁结构相在低温下都显示出类似自旋玻璃的特性。了解化学有序对磁性能的影响对于提高自旋电子器件的功能以及开发具有可控磁性能的合金至关重要。
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引用次数: 0
Sugar mimics and their probable binding sites: design and synthesis of thiazole linked coumarin-piperazine hybrids as galectin-1 inhibitors† 糖模拟物及其可能的结合位点:作为 galectin-1 抑制剂的噻唑香豆素-哌嗪杂化物的设计与合成†。
IF 3.9 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-18 DOI: 10.1039/D4RA06715K
Aaftaab Sethi, Janish Kumar, Divya Vemula, Divya Gadde, Venu Talla, Insaf A. Qureshi and Mallika Alvala

Sugar mimics are valuable tools in medicinal chemistry, offering the potential to overcome the limitations of carbohydrate inhibitors, such as poor pharmacokinetics and non-selectivity. In our continued efforts to develop heterocyclic galectin-1 inhibitors, we report the synthesis and characterization of thiazole-linked coumarin piperazine hybrids (10a–10i) as Gal-1 inhibitors. The compounds were characterized using 1H NMR, 13C NMR and HRMS. Among the synthesized molecules, four compounds demonstrated significant inhibitory activity, with more than 50% inhibition observed at a concentration of 20 μM in a Gal-1 enzyme assay. Fluorescence spectroscopy was further utilized to elucidate the binding constant for the synthesized compounds. 10g exhibited the highest affinity for Gal-1, with a binding constant (Ka) of 9.8 × 104 M−1. To elucidate the mode of binding, we performed extensive computational analyses with 10g, including 1.2 μs all-atom molecular dynamics simulations coupled with a robust machine learning tool. Our findings indicate that 10g binds to the carbohydrate binding site of Gal-1, with the coumarin moiety playing a key role in binding interactions. Additionally, our study underscores the limitations of relying solely on docking scores for conformational selection and highlights the critical importance of performing multiple MD replicas to gain accurate insights.

糖模拟物是药物化学中的重要工具,有可能克服碳水化合物抑制剂的局限性,例如药代动力学差和非选择性。为了继续开发杂环 galectin-1 抑制剂,我们报告了噻唑连接香豆素哌嗪杂化物(10a-10i)作为 Gal-1 抑制剂的合成和表征。我们使用 1H NMR、13C NMR 和 HRMS 对这些化合物进行了表征。在合成的分子中,有四个化合物具有显著的抑制活性,在 Gal-1 酶测定中,浓度为 20 μM 时抑制率超过 50%。荧光光谱法进一步阐明了合成化合物的结合常数。10g 与 Gal-1 的亲和力最高,结合常数(Ka)为 9.8 × 104 M-1。为了阐明结合模式,我们对 10g 进行了广泛的计算分析,包括 1.2 μs 全原子分子动力学模拟,并结合了强大的机器学习工具。我们的研究结果表明,10g 与 Gal-1 的碳水化合物结合位点结合,其中香豆素分子在结合相互作用中起着关键作用。此外,我们的研究还强调了仅仅依靠对接得分进行构象选择的局限性,并突出了进行多次 MD 复制以获得准确见解的重要性。
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引用次数: 0
Novel interfaces for internet of wearable electrochemical sensors 可穿戴电化学传感器互联网的新型接口
IF 3.9 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-18 DOI: 10.1039/D4RA07165D
Suniya Shahzad, Faiza Jan Iftikhar, Afzal Shah, Hassan Abdur Rehman and Emmanuel Iwuoha

The integration of wearable devices, the Internet of Things (IoT), and advanced sensing platforms implies a significant paradigm shift in technological innovations and human interactions. The IoT technology allows continuous monitoring in real time. Thus, Internet of Wearables has made remarkable strides, especially in the field of medical monitoring. IoT-enabled wearable systems assist in early disease detection that facilitates personalized interventions and proactive healthcare management, thereby empowering individuals to take charge of their wellbeing. Until now, physical sensors have been successfully integrated into wearable devices for physical activity monitoring. However, obtaining biochemical information poses challenges in the contexts of fabrication compatibility and shorter operation lifetimes. IoT-based electrochemical wearable sensors allow real-time acquisition of data and interpretation of biomolecular information corresponding to biomarkers, viruses, bacteria and metabolites, extending the diagnostic capabilities beyond physical activity tracking. Thus, critical heath parameters such as glucose levels, blood pressure and cardiac rhythm may be monitored by these devices regardless of location and time. This work presents versatile electrochemical sensing devices across different disciplines, including but not limited to sports, safety and wellbeing by using IoT. It also discusses the detection principles for biomarkers and biofluid monitoring, and their integration into devices and advancements in sensing interfaces.

可穿戴设备、物联网(IoT)和先进传感平台的整合意味着技术创新和人类互动模式的重大转变。物联网技术可实现实时连续监测。因此,可穿戴设备互联网取得了长足的进步,尤其是在医疗监测领域。物联网支持的可穿戴系统有助于早期疾病检测,从而促进个性化干预和前瞻性医疗保健管理,增强个人掌控自身健康的能力。迄今为止,物理传感器已成功集成到可穿戴设备中,用于监测身体活动。然而,获取生化信息在制造兼容性和较短的运行寿命方面存在挑战。基于物联网的电化学可穿戴传感器可以实时采集数据,并解读与生物标记物、病毒、细菌和代谢物相对应的生物分子信息,从而将诊断功能扩展到物理活动跟踪之外。因此,葡萄糖水平、血压和心律等关键健康参数可通过这些设备进行监测,而不受地点和时间的限制。本作品介绍了不同学科的多功能电化学传感设备,包括但不限于利用物联网实现的运动、安全和健康。它还讨论了生物标记和生物流体监测的检测原理,以及它们与设备的集成和传感接口的进步。
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引用次数: 0
Sorption of metal ions onto PET-derived microplastic fibres. 金属离子在 PET 衍生的微塑料纤维上的吸附。
IF 4.3 3区 环境科学与生态学 Q1 CHEMISTRY, ANALYTICAL Pub Date : 2024-11-18 DOI: 10.1039/d4em00373j
H Frost, T Bond, T Sizmur, M Felipe-Sotelo

This study investigated microplastic polyester fibres representative of those shed during laundering as sorbents for metal ions. During sewage distribution and treatment, microplastics are exposed to elevated concentrations of metal ions, typically for several days. Cryogenic milling was used to generate polyethylene terephthalate (PET) fibres. Characterisation using optical microscopy and Raman spectroscopy revealed that milling did not cause significant chemical alteration to the fibres. Milled fibres were subsequently assessed in screening tests for their capacity to retain 12 metal ions-Sb(III), As(III), Cd(II), Cr(VI), Cu(II), Co(II), Pb(II), Hg(II), Mo(VI), Ni(II), V(V) and Zn(II)-at pH 8. All metal ions were sorbed onto PET fibres. The highest distribution coefficient (Kd) was observed for Pb2+ (939 mL g-1), followed by Cd2+ (898 mL g-1), Cu2+ (507 mL g-1), Hg2+ (403 mL g-1), and Zn2+ (235 mL g-1). The extent of sorption is largely explicable by electrostatic interactions between the PET surface (1.95 point of zero net charge) and the predicted metal ion species. The sorption behaviour of Cd2+ and Hg2+ was examined in more detail since both showed high sorption capacity and are highly toxic. Kinetic experiments revealed that the sorption of both elements was relatively fast, with a steady state reached within six hours. Experimental data from isotherm tests fitted well to the Langmuir sorption model and demonstrated that PET fibres had a much greater sorption capacity for Hg2+ (17.3-23.1 μg g-1) than for Cd2+ (4.3-5.3 μg g-1). Overall, the results indicate that retention of metal ions onto PET fibres originating from laundry is expected during full-scale sewage treatment, which facilitates the subsequent transfer of metals into the terrestrial environment, given that sewage sludge is commonly applied to agricultural land.

本研究调查了在洗涤过程中脱落的具有代表性的微塑料聚酯纤维作为金属离子吸附剂的情况。在污水输送和处理过程中,微塑料会暴露在高浓度的金属离子中,通常会持续数天。利用低温研磨生成聚对苯二甲酸乙二酯(PET)纤维。利用光学显微镜和拉曼光谱进行的表征显示,研磨不会对纤维造成明显的化学变化。随后在筛选测试中评估了研磨纤维在 pH 值为 8 时保留 12 种金属离子--Sb(III)、As(III)、Cd(II)、Cr(VI)、Cu(II)、Co(II)、Pb(II)、Hg(II)、Mo(VI)、Ni(II)、V(V)和 Zn(II) 的能力。Pb2+ 的分布系数(Kd)最高(939 mL g-1),其次是 Cd2+(898 mL g-1)、Cu2+(507 mL g-1)、Hg2+(403 mL g-1)和 Zn2+(235 mL g-1)。PET 表面(净电荷为零的 1.95 点)与预测的金属离子种类之间的静电相互作用在很大程度上可以解释吸附的程度。对 Cd2+ 和 Hg2+ 的吸附行为进行了更详细的研究,因为这两种金属离子都具有很高的吸附能力,而且毒性很强。动力学实验表明,这两种元素的吸附速度相对较快,在六小时内就能达到稳定状态。等温线测试的实验数据与 Langmuir 吸附模型非常吻合,表明 PET 纤维对 Hg2+ 的吸附能力(17.3-23.1 μg g-1)远大于对 Cd2+ 的吸附能力(4.3-5.3 μg g-1)。总之,研究结果表明,在全面污水处理过程中,金属离子会保留在洗衣用 PET 纤维上,这有利于金属随后转移到陆地环境中,因为污水污泥通常用于农田。
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引用次数: 0
Edge-doped substituents as an emerging atomic-level strategy for enhancing M-N4-C single-atom catalysts in electrocatalysis of the ORR, OER, and HER. 边缘掺杂取代基作为一种新兴的原子级策略,可增强 M-N4-C 单原子催化剂在 ORR、OER 和 HER 电催化中的作用。
IF 8 2区 材料科学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-11-18 DOI: 10.1039/d4nh00424h
Liang Xie, Wei Zhou, Zhibin Qu, Yuming Huang, Longhao Li, Chaowei Yang, Junfeng Li, Xiaoxiao Meng, Fei Sun, Jihui Gao, Guangbo Zhao

M-N4-C single-atom catalysts (MN4) have gained attention for their efficient use at the atomic level and adjustable properties in electrocatalytic reactions like the ORR, OER, and HER. Yet, understanding MN4's activity origin and enhancing its performance remains challenging. Edge-doped substituents profoundly affect MN4's activity, explored in this study by investigating their interaction with MN4 metal centers in ORR/OER/HER catalysis (Sub@MN4, Sub = B, N, O, S, CH3, NO2, NH2, OCH3, SO4; M = Fe, Co, Ni, Cu). The results show overpotential variations (0 V to 1.82 V) based on Sub and metal centers. S and SO4 groups optimize FeN4 for peak ORR activity (overpotential at 0.48 V) and reduce OER overpotentials for NiN4 (0.48 V and 0.44 V). N significantly reduces FeN4's HER overpotential (0.09 V). Correlation analysis highlights the metal center's key role, with ΔG*H and ΔG*OOH showing mutual predictability (R2 = 0.92). Eg proves a reliable predictor for Sub@CoN4G*OOHG*H, R2 = 0.96 and 0.72). Machine learning with the KNN model aids catalyst performance prediction (R2 = 0.955 and 0.943 for ΔG*OOHG*H), emphasizing M-O/M-H and the d band center as crucial factors. This study elucidates edge-doped substituents' pivotal role in MN4 activity modulation, offering insights for electrocatalyst design and optimization.

M-N4-C 单原子催化剂(MN4)因其在原子水平上的高效利用以及在 ORR、OER 和 HER 等电催化反应中的可调特性而备受关注。然而,了解 MN4 的活性起源并提高其性能仍然是一项挑战。边缘掺杂的取代基对 MN4 的活性有着深远的影响,本研究通过研究它们与 MN4 金属中心在 ORR/OER/HER催化(Sub@MN4,Sub = B、N、O、S、CH3、NO2、NH2、OCH3、SO4;M = Fe、Co、Ni、Cu)中的相互作用来探讨这一问题。结果显示,过电势随子和金属中心的不同而变化(0 V 至 1.82 V)。S 和 SO4 基团优化了 FeN4 的峰值 ORR 活性(过电位为 0.48 V),降低了 NiN4 的 OER 过电位(0.48 V 和 0.44 V)。N 则大大降低了 FeN4 的 HER 过电位(0.09 V)。相关性分析突出了金属中心的关键作用,ΔG*H 和 ΔG*OOH显示出相互可预测性(R2 = 0.92)。Eg 是 Sub@CoN4 的可靠预测因子(ΔG*OOH/ΔG*H,R2 = 0.96 和 0.72)。使用 KNN 模型的机器学习有助于催化剂性能预测(ΔG*OOH/ΔG*H 的 R2 = 0.955 和 0.943),强调 M-O/M-H 和 d 带中心是关键因素。这项研究阐明了边缘掺杂取代基在 MN4 活性调节中的关键作用,为电催化剂的设计和优化提供了启示。
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引用次数: 0
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