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Spiers Memorial Lecture: Multicomponent and high-entropy materials: an overview. 斯皮尔纪念讲座:多组分和高熵材料:概述。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-21 DOI: 10.1039/d5fd00110b
Brian Cantor

Multicomponent phase space is enormous and contains a vast number of complex new materials. Despite intensive investigation in the last decade and a half however, we are only slowly making progress towards understanding these new materials. This paper attempts to summarise some of the fundamental discoveries we have made about the geography of multicomponent phase space and the wide range of complex new materials that we have found within it. This paper discusses briefly the following topics: the size and shape of multicomponent phase space and the range of single- and multiple-phase fields that it contains; the (initially) surprising presence of many large near-ideal single-phase solid-solution phases, stabilised by a high configurational entropy of mixing; the extensive and wide-ranging variation of local nanostructure and associated mechanical and electronic lattice strain that permeates throughout high-entropy solid-solution phases; and some of the unusual, exciting and valuable properties that are then produced within multicomponent and high-entropy materials. Many of the results discussed have been obtained from the fcc Cantor alloys (based on the original Cantor alloy, equiatomic fcc CrMnFeCoNi) and the bcc Senkov alloys (based on the original Senkov alloy, equiatomic VNbMoTaW), two groups of multicomponent high-entropy single-phase materials that have been particularly widely studied. Similar behaviour is also found in other multicomponent high-entropy single-phase materials, though these have not been studied so intensively. In comparison with multicomponent high-entropy single-phase materials, rather little is known about multicomponent multiphase materials that have also not been studied so intensively.

多组分相空间是巨大的,包含了大量复杂的新材料。然而,尽管在过去的15年里进行了深入的研究,我们在理解这些新材料方面只取得了缓慢的进展。本文试图总结我们在多组分相空间的地理学方面所取得的一些基本发现,以及我们在其中发现的各种复杂的新材料。本文简要讨论了以下几个问题:多分量相空间的大小和形状及其所包含的单相和多相场的范围;(最初)令人惊讶地存在许多大的接近理想的单相固溶相,由高的混合构型熵稳定;局部纳米结构和相关的机械和电子晶格应变的广泛和广泛的变化,渗透在整个高熵固溶相;以及在多组分和高熵材料中产生的一些不寻常的、令人兴奋的和有价值的特性。讨论的许多结果都是从fcc Cantor合金(基于原始Cantor合金,等原子fcc crmnnfeconi)和bcc Senkov合金(基于原始Senkov合金,等原子VNbMoTaW)中获得的,这两组多组分高熵单相材料已经得到了特别广泛的研究。在其他多组分高熵单相材料中也发现了类似的行为,尽管这些还没有得到如此深入的研究。与多组分高熵单相材料相比,我们对多组分多相材料的了解相当少,也没有得到如此深入的研究。
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引用次数: 0
Computational insights into the corrosion behavior of NbTaMoW and NbTaMoWV high-entropy alloys in molten fluoride salts. NbTaMoW和NbTaMoWV高熵合金在熔氟盐中的腐蚀行为的计算见解。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-15 DOI: 10.1039/d5fd00102a
Agnes Britte Katai, Arjun Varma Ramasimha Varma, Conrard Giresse Tetsassi Feugmo

Molten salt reactors (MSRs) expose structural materials to harsh conditions, such as elevated temperatures, corrosive fluoride salts, and substantial neutron irradiation. These factors contribute to intricate degradation processes, including radiation-induced defect development, void swelling, and corrosion. Refractory high-entropy alloys with a body-centered cubic structure provide noteworthy thermal stability and mechanical strength, making them excellent candidates for MSR application. This study explores the corrosion properties of NbTaMoW and NbTaMoWV in FLiBe molten salt via density functional theory and ab initio molecular dynamics simulations. Analyses of electronic structure, including density of states and crystal orbital Hamilton population, shed light on interfacial bonding and charge distribution. NbTaMoW shows minimal d-band shifts and weak fluorine interaction, indicating enhanced oxidation resistance. Adding vanadium to form NbTaMoWV further diminishes oxidative vulnerability and stabilizes the electronic structure at the salt interface, suggesting superior corrosion resistance in molten salt conditions.

熔盐反应堆(MSRs)将结构材料暴露在恶劣条件下,如高温、腐蚀性氟化物盐和大量中子辐照。这些因素导致了复杂的降解过程,包括辐射引起的缺陷发展、空隙膨胀和腐蚀。具有体心立方结构的难熔高熵合金具有显著的热稳定性和机械强度,使其成为MSR应用的优秀候选者。通过密度泛函理论和从头算分子动力学模拟,研究了NbTaMoW和NbTaMoWV在FLiBe熔盐中的腐蚀特性。电子结构分析,包括态密度和晶体轨道汉米尔顿居数,揭示了界面成键和电荷分布。NbTaMoW表现出最小的d波段位移和弱氟相互作用,表明抗氧化性增强。添加钒形成NbTaMoWV进一步降低了氧化脆弱性,稳定了盐界面的电子结构,表明在熔盐条件下具有优异的耐腐蚀性。
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引用次数: 0
Morphological, structural and compositional evolution of PtPdFeCoNi high-entropy alloy nanoparticles towards bifunctional oxygen electrocatalysis. PtPdFeCoNi高熵合金纳米粒子对双功能氧电催化的形态、结构和成分演化。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-13 DOI: 10.1039/d5fd00092k
Priya Jain, Pouya Hosseini, Aleksander Kostka, Eko Budiyanto, Patrick Diehl, Martin Muhler, Harun Tüysüz, Dongshuang Wu, Tong Li

Developing active and stable bifunctional electrocatalysts for the oxygen reduction reaction (ORR) and oxygen evolution reaction (OER) is essential for a wide range of applications of rechargeable air batteries, water electrolysers, and fuel cells. Here, we report that single-phase face-centred cubic structured PtPdFeCoNi high-entropy alloy (HEA) nanoparticles, synthesized via a facile colloidal synthesis approach, possess a good combination of activity and stability toward OER and ORR. Specifically, pristine PtPdFeCoNi HEA nanoparticles exhibit an overpotential of 306 mV at 10 mA cm-2 for OER and a half-wave potential of 0.82 V versus RHE for ORR, with a narrow overvoltage (ΔE) of 0.71 V in alkaline media, outperforming commercial Pt/C and RuO2 benchmark electrocatalysts. The OER and ORR activity of the HEA nanoparticles do not change significantly after prolonged electrochemical cycling (3000 cycles). Using X-ray photoelectron spectroscopy and transmission electron microscopy, we found no evident structural, morphological and compositional changes on the HEA nanoparticle surfaces after ORR cycling, explaining its high activity and stability. In contrast, after extended OER cycling, the PtPdFeCoNi nanoparticle surfaces transform into an amorphous layer embedded with Fe-, Co-, and Ni-rich oxyhydroxides, as well as Co-rich oxides, which likely promote activity. Additionally, the shell oxyhydroxide and oxide layer could prevent the continuous dissolution of Pt and Pd, providing long-term stability. Overall, this work underscores the importance of correlating morphological, structural, and compositional changes of HEA nanocatalysts with electrocatalytic performance, for understanding how individual elements behave toward bifunctional oxygen electrocatalysis.

为氧还原反应(ORR)和析氧反应(OER)开发活性稳定的双功能电催化剂对于可充电空气电池、水电解槽和燃料电池的广泛应用至关重要。在这里,我们报道了通过简单的胶体合成方法合成的单相面心立方结构PtPdFeCoNi高熵合金(HEA)纳米颗粒,对OER和ORR具有良好的活性和稳定性。具体来说,原始的PtPdFeCoNi HEA纳米颗粒在OER条件下的过电位为306 mV (10 mA cm-2),在ORR条件下的半波电位为0.82 V,在碱性介质中过电压(ΔE)为0.71 V,优于商业Pt/C和RuO2基准电催化剂。经过长时间的电化学循环(3000次)后,HEA纳米颗粒的OER和ORR活性没有明显变化。通过x射线光电子能谱和透射电镜分析,我们发现ORR循环后HEA纳米颗粒表面没有明显的结构、形态和成分变化,说明其具有较高的活性和稳定性。相比之下,经过长时间的OER循环后,PtPdFeCoNi纳米颗粒表面转变为无定形层,其中嵌入了富铁、Co和ni的氢氧化物,以及富Co的氧化物,这可能会促进活性。此外,氢氧化物外壳和氧化层可以防止Pt和Pd的持续溶解,提供长期稳定性。总的来说,这项工作强调了将HEA纳米催化剂的形态、结构和组成变化与电催化性能联系起来的重要性,这有助于了解单个元素对双功能氧电催化的行为。
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引用次数: 0
Amorphization of laser-fabricated ignoble high-entropy alloy nanoparticles and its impact on surface composition and electrochemistry. 激光制备不可见高熵合金纳米颗粒的非晶化及其对表面组成和电化学的影响。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-13 DOI: 10.1039/d5fd00087d
Robert Stuckert, Felix Pohl, Natalia Shkodich, Oleg Prymak, Nico Koch, Ulrich Schürmann, Michael Farle, Lorenz Kienle, Stephan Barcikowski, Christoph Rehbock

High-entropy alloy nanoparticles (HEA NPs) constitute an interesting material class with high potential as heterogeneous catalysts due to their exceptional compositional and structural tunability and the complex interplay of different element-specific surface sites. Laser ablation in liquids (LAL) is a kinetically controlled synthesis method that allows the generation of colloidal HEA NPs. With CrMnFeCoNi-NPs, a facile control of the NP phase structure, switching between crystalline and amorphous via applied laser pulse duration, has been previously reported, attributed to the different particle solidification times and metalloidic carbon incorporation pathways. However, neither the replacement of the oxygen-affine Mn by the sp2-carbon coupling element Cu, nor the transferability of the pulsed laser fabrication process from bulk target to micropowder feedstock processing, has been studied. In the present work, we use scanning transmission electron microscopy, equipped with energy-dispersive X-ray spectroscopy (STEM-EDX), high-resolution transmission electron microscopy (HRTEM), selected area electron diffraction (SAED), and X-ray diffraction (XRD) to demonstrate the transferability of internal phase structure tunability to the CrFeCoNiCu alloy and confirm ns- and ps-pulsed LAL yielding amorphous and crystalline HEA NPs, respectively, with diameters of 10-40 nm. Furthermore, we examine the generation of CrMnFeCoNi and CrFeCoNiCu nanoparticles by scalable, fully continuous ns-pulsed microparticle laser fragmentation in liquid (MP-LFL) using a high-power UV-laser and find the emergence of amorphous phase structures only in the Cu-containing nanoparticles, a phenomenon we attribute to copper-catalyzed carbon incorporation into the HEA NPs. These studies are complemented by a detailed characterization of the surface electrochemistry of the HEA NPs via alkaline cyclic voltammetry (CV) and elemental compositions in surface-near volumes, quantified by X-ray photoelectron spectroscopy (XPS). We elucidate that primarily the chemical composition (Mn vs. Cu) and, only to a lower extent, the phase structure (amorphous vs. crystalline) determine the surface potential, electrochemical stability upon multiple CV cycling, and surface element distribution of the particles. Finally, the activity of the HEA NPs in the oxygen evolution reaction (OER) is evaluated via linear sweep voltammetry (LSV), where we find amorphous CrMnFeCoNi HEA NPs to be more active (lower overpotential, higher current density) than their crystalline counterparts, motivating future application-focused work and transfer to other material systems and relevant reactions.

高熵合金纳米颗粒(HEA NPs)由于其独特的组成和结构可调性以及不同元素特异性表面位点的复杂相互作用,成为一种具有高潜力的多相催化剂。液体激光烧蚀(LAL)是一种动力学控制的合成方法,可以生成胶体HEA NPs。对于CrMnFeCoNi-NPs,通过施加激光脉冲持续时间可以轻松控制NP相结构,在结晶和非晶之间切换,这归因于不同的颗粒凝固时间和金属碳结合途径。然而,无论是sp2-碳偶联元素Cu取代氧仿射态Mn,还是脉冲激光制造过程从体靶到微粉原料加工的可转移性,都没有研究过。在本工作中,我们使用扫描透射电子显微镜,配备能量色散x射线能谱(stemedx),高分辨率透射电子显微镜(HRTEM),选择区域电子衍射(SAED)和x射线衍射(XRD)来证明内部相结构可调性转移到CrFeCoNiCu合金,并确认ns和ps脉冲LAL分别产生非晶和晶体HEA NPs,直径为10-40 nm。此外,我们研究了用高功率紫外激光在可扩展的、完全连续的ns脉冲微粒子激光在液体中破碎(MP-LFL)制备CrMnFeCoNi和CrFeCoNiCu纳米颗粒的过程,发现仅在含cu的纳米颗粒中出现了无定形相结构,我们将这种现象归因于铜催化碳掺入HEA NPs。通过碱性循环伏安法(CV)和x射线光电子能谱(XPS)定量的近表面体积元素组成,对HEA NPs的表面电化学进行了详细表征,补充了这些研究。我们阐明,主要是化学成分(Mn vs. Cu)和相结构(非晶vs.结晶)在较小程度上决定了表面电位、多次CV循环时的电化学稳定性和表面元素的分布。最后,通过线性扫描伏安法(LSV)对HEA NPs在析氧反应(OER)中的活性进行了评估,我们发现无定形CrMnFeCoNi HEA NPs比其晶体对应物更活跃(过电位更低,电流密度更高),从而激发了未来以应用为重点的工作并转移到其他材料体系和相关反应中。
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引用次数: 0
Elucidating the reversible exsolution-dissolution behaviour of high-entropy oxides in crystalline and amorphous phases. 阐明高熵氧化物在结晶和非晶相中的可逆溶出-溶解行为。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-13 DOI: 10.1039/d5fd00081e
Qingju Wang, Hailing Yu, Kevin Siniard, Zhenzhen Yang, Sheng Dai

High-entropy oxides (HEOs), as a subclass of high-entropy materials (HEMs), offer a versatile platform for catalysis by leveraging entropy-stabilized solid solutions with tunable compositions, lattice structures, and electronic properties. While exsolution-dissolution of metal species in crystalline HEOs has emerged as a promising strategy for reversible active sites regeneration, the dynamic behaviour of HEOs possessing amorphous nature remains under-explored, particularly the difference with crystalline counterparts. In this work, we systematically investigate the architecture-dependent exsolution-dissolution behavior of HEOs by comparing a crystalline-phase HEO (c-HEO) and an amorphous-phase HEO (a-HEO), both comprising Ni, Mg, Cu, Zn, and Co as principal metal elements. Using a combination of in situ variable-temperature X-ray diffraction (XRD), X-ray photoelectron spectroscopy (XPS), electron microscopy, and in situ CO diffuse reflectance infrared Fourier transform spectroscopy (CO-DRIFTS), the structural evolution of the two HEO phases under redox conditions was elucidated. Both materials exhibit reversible exsolution of metallic species or alloys in reducing environments, followed by re-incorporation into the host lattice upon oxidation. Remarkably, the a-HEO demonstrates more facile and dynamic self-healing behavior, with alloy exsolution and dissolution occurring under milder conditions because of its enhanced reducibility and structural disorder. This study provides critical insights into the design of next-generation regenerable catalysts based on amorphous HEOs, highlighting the role of phase structure in governing reversible metal-site formation dynamics and catalytic performance.

高熵氧化物(HEOs)作为高熵材料(hem)的一个子类,通过利用具有可调成分、晶格结构和电子性质的熵稳定固溶体,为催化提供了一个多功能平台。虽然金属在结晶HEOs中的溶出-溶解已成为可逆活性位点再生的一种有前途的策略,但具有无定形性质的HEOs的动态行为仍未得到充分研究,特别是与晶体HEOs的差异。在这项工作中,我们通过比较结晶相HEO (c-HEO)和非晶相HEO (a-HEO),系统地研究了HEO的结构依赖的溶出-溶解行为,两者都包含Ni, Mg, Cu, Zn和Co作为主要金属元素。利用原位变温x射线衍射(XRD)、x射线光电子能谱(XPS)、电子显微镜和原位CO漫反射红外傅里叶变换光谱(CO- drifts)等手段,对氧化还原条件下两种HEO相的结构演化进行了分析。这两种材料在还原环境中都表现出金属或合金的可逆析出,然后在氧化后重新并入基体晶格中。值得注意的是,a-HEO表现出更容易和动态的自愈行为,由于其增强的还原性和结构紊乱,合金的析出和溶解在更温和的条件下发生。这项研究为基于非晶氢氧根的下一代可再生催化剂的设计提供了重要的见解,突出了相结构在控制可逆金属位点形成动力学和催化性能中的作用。
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引用次数: 0
Nanocrystalline CoMnFeNiGa high entropy alloys: room temperature ferromagnetism bridging the gap from bulk to nano. 纳米晶CoMnFeNiGa高熵合金:室温铁磁性弥合了从体到纳米的差距。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-10 DOI: 10.1039/d5fd00080g
N F Shkodich, T Smoliarova, V Nallathambi, L M Feitosa, E Adabifiroozjaei, I Tarasov, M Grzywa, B Gault, S Reichenberger, L Molina-Luna, S Barcikowski, M Farle

Nanocrystalline CoMnFeNiGa high entropy alloys (HEAs) were successfully synthesized and characterized across different length scales. Compositionally homogeneous single-phase FCC HEA micropowder particles with a nanocrystalline structure (∼8 nm) were produced by short-term (190 min) high energy ball milling (HEBM). These powders were subsequently used as precursors for fabricating dense HEA bulk by spark plasma sintering (SPS) and HEA nanoparticles (NPs) by laser fragmentation in liquids (LFL)-both synthesis routes are not achievable by direct processing of elemental powder blends. We show that the single-phase FCC CoMnFeNiGa HEA micropowder partially transforms into a BCC phase upon consolidation by SPS at 1073 K. As a result, the HEA bulk consists of a mixture of FCC and BCC phases. In addition, Mn-rich BCC precipitates (10-50 nm) were formed in both HEA phases. The LFL of HEA micropowder leads to a formation of HEA NPs with two morphologies (spheres and quasi-2D platelets with 5-10 nm thickness and 40-150 nm lengths) with FCC, BCC, and hexagonal structures (birnessite-type layered δ-MnO2 structure). All three nanocrystalline CoMnFeNiGa HEAs exhibit soft ferromagnetic behavior at RT with a saturation magnetization (Ms) of 19.5-33.5 A m2 kg-1 for the micropowder and NPs, while the Ms of HEA bulk is 2-4 times larger (88.8 A m2 kg-1). A short thermal treatment (1000 K, 30 s) significantly enhanced Ms and increased the Curie temperature of the micropowder to 105.6 A m2 kg-1 and 785 K, of the NPs to 46.9 A m2 kg-1 and 850 K, and of the bulk material to 106 A m2 kg-1 and 793 K. The coercivity increased threefold to 1.8 kA m-1 only in NPs. Structure-property relationships in CoMnFeNiGa HEAs are herein systematically compared across all length scales, demonstrating that magnetic behavior can be effectively tuned by nanoscale structural control and rapid thermal treatment.

成功合成了纳米晶CoMnFeNiGa高熵合金(HEAs),并对其进行了不同长度尺度的表征。采用短期(190 min)高能球磨(HEBM)法制备了具有纳米晶结构(~ 8 nm)的单相FCC HEA微粉颗粒。这些粉末随后被用作火花等离子烧结(SPS)和激光在液体中破碎(LFL)制备高密度HEA体和HEA纳米颗粒(NPs)的前驱体——这两种合成路线都不能通过直接加工元素粉末混合物来实现。结果表明,在1073 K下SPS固结后,单相FCC comneniga HEA微粉部分转变为BCC相。因此,HEA体由FCC相和BCC相的混合物组成。此外,HEA相和HEA相均形成了10 ~ 50 nm的富锰BCC相。HEA微粉的LFL导致HEA NPs具有两种形态(5-10 nm厚度和40-150 nm长度的球状和准二维片状),具有FCC、BCC和六边形结构(birnite型层状δ-MnO2结构)。三种纳米晶comneniga HEAs在室温下均表现出软铁磁行为,微粉和NPs的饱和磁化强度(Ms)为19.5 ~ 33.5 a m2 kg-1,而HEA体的Ms是前者的2 ~ 4倍(88.8 a m2 kg-1)。短时间热处理(1000 K, 30 s)显著提高了Ms,使微粉的居里温度提高到105.6 A m2 kg-1和785 K, NPs的居里温度提高到46.9 A m2 kg-1和850 K,散装材料的居里温度提高到106 A m2 kg-1和793 K。仅在NPs中矫顽力增加了三倍,达到1.8 kA m-1。本文系统地比较了comneniga HEAs在所有长度尺度上的结构-性能关系,证明了磁性行为可以通过纳米级结构控制和快速热处理来有效调节。
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引用次数: 0
Optimising descriptors to correlate stability of C- or N-doped high-entropy alloys: a combined DFT and machine-learning regression study. 优化描述符以关联C或n掺杂高熵合金的稳定性:DFT和机器学习回归研究的结合。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-10 DOI: 10.1039/d5fd00107b
Chih-Heng Lee, Jyh-Wei Lee, Hsin-Yi Tiffany Chen

Interstitial doping is a common approach to improve the mechanical or functional properties of high-entropy alloys (HEAs); their stability is usually predicted by a specific single descriptor. Herein, we consider six types of microstructure-based descriptor, seven types of electronic-structure-based local-environment descriptor and their combinations to predict the stability of the C- or N-doped VNbMoTaWTiAl0.5 (BCC) HEA, mainly using density functional theory (DFT) calculations. A machine-learning interatomic potential and Monte Carlo simulations were employed to verify the short-range order in the HEA. The microstructure-based descriptors include the composition of the first-, second-, and third-nearest neighbour shells (1NN, 2NN and 3NN), OctaDist distortion parameters (ζ, Δ, Σ, Θ), the Voronoi volume (VVoronoi) of the dopant, and the volume change of the unit cell after doping (ΔVcell); the electronic-structure-based local-environment descriptors include the local potential (LP), the electrostatic potential (EP), the charge density (CHG), the electron localization function (ELF) at the vacant doping site, the d-band center (εd), the mean electronegativity (EN) of the 1NN shell around the dopant, and the Bader charge of the C or N dopants. For a single descriptor, the best correlation between the descriptor and the doping energy (indication of HEA stability) is found for 1NN with coefficient of determination (Q2) values of ∼51 or ∼61% obtained using the LOOCV (leave-one-out cross-validation) approach for C or N doping, respectively. After adding volume descriptor(s) into the linear regression model with the 1NN descriptor, Q2 increases to 72 and 76% for C and N doping, respectively. After further adding the electronic-structure-based EP descriptor, Q2 further increases to 75 and 80% for C and N doping, respectively, despite the poor correlation using a single volume descriptor. This study quantitatively combined and compared the independent contributions of different types of local-environment descriptors to the stability of the C- or N-doped HEA, demonstrating the importance of considering both key microstructure-based and electronic-structure-based local-environment descriptors using the regression models to achieve more accurate correlation of dopant stability in HEA; these combined approaches could be further applied to other materials systems, research fields and applications.

间隙掺杂是提高高熵合金力学性能和功能性能的常用方法;它们的稳定性通常由一个特定的描述符来预测。本文主要利用密度泛函理论(DFT)计算方法,考虑了6种基于微结构的描述子、7种基于电子结构的局部环境描述子及其组合来预测C或n掺杂VNbMoTaWTiAl0.5 (BCC) HEA的稳定性。利用机器学习原子间势和蒙特卡罗模拟验证了HEA中的短程顺序。基于微结构的描述符包括第一、第二和第三近邻壳层(1NN、2NN和3NN)的组成,OctaDist畸变参数(ζ, Δ, Σ, Θ),掺杂剂的Voronoi体积(VVoronoi),以及掺杂后单元胞的体积变化(ΔVcell);基于电子结构的局域环境描述符包括局域电势(LP)、静电电势(EP)、电荷密度(CHG)、掺杂空位的电子定位函数(ELF)、d带中心(εd)、掺杂层周围1NN层的平均电负性(EN)以及C或N掺杂层的贝德电荷。对于单个描述子,描述子与掺杂能量(HEA稳定性的指示)之间的最佳相关性被发现为1NN,使用C或N掺杂的LOOCV(留一交叉验证)方法获得的决定系数(Q2)值分别为~ 51或~ 61%。使用1NN描述符将体积描述符(s)加入线性回归模型后,C和N掺杂的Q2分别增加到72和76%。在进一步加入基于电子结构的EP描述子后,掺杂C和N的Q2分别增加到75%和80%,尽管使用单个体积描述子的相关性很差。本研究定量地结合并比较了不同类型的局部环境描述符对C或n掺杂HEA稳定性的独立贡献,证明了使用回归模型同时考虑基于关键微观结构和基于电子结构的局部环境描述符对于实现HEA掺杂稳定性更准确的相关性的重要性;这些组合方法可以进一步应用于其他材料体系、研究领域和应用。
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引用次数: 0
Tailoring Pd content for optimal stability in FeCoNiCu multielement alloy electrocatalysts for oxygen evolution reaction. 为优化析氧反应中FeCoNiCu多元素合金电催化剂的稳定性而调整Pd含量。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-10 DOI: 10.1039/d5fd00084j
Bing Zhu, Qiqi Huang, Okkyun Seo, Yee Yan Tay, Jiayi Tang, Huayu Gu, Tong Li, Dongshuang Wu

Multielemental alloys (MEAs) based on Earth-abundant 3d transition metals hold significant promise as low-cost electrocatalysts for the oxygen evolution reaction (OER), but their long-term stability under oxidative conditions remains a major challenge. In this study, we investigate the effect of palladium incorporation on the electrochemical performance and structural durability of FeCoNiCu MEA nanoparticles. Building upon our previous findings that trace Pd addition significantly enhances catalyst durability, an accelerated durability test (ADT) performed at 100 mA cm-2 reveals that the degradation rate (0.356 mV h-1) decreased dramatically to approximately 1/350th that of Pd-free FeCoNiCu (125 mV h-1). In this study, we systematically synthesized a series of Pd-FeCoNiCu alloys with Pd contents ranging from 0.177 to 1.97 at%. Advanced characterization techniques including inductively coupled plasma optical emission spectroscopy (ICP-OES), electron microscopy, synchrotron-based spectroscopy, and electrochemical measurements, were employed to elucidate the correlation between composition, structure, and performance. Our findings reveal a highly non-linear dependence of catalyst performance on Pd content: an optimal range (0.336-0.389 at%) enables long-range d-d/sp orbital hybridization that delocalizes the local density of states (LDOS) of surrounding 3d metals, thereby suppressing oxidative dissolution. In contrast, higher Pd concentrations lead to Pd-Pd interactions, localize electronic perturbation, and accelerate degradation. This volcano-type correlation between Pd content and durability, highlights a general strategy for engineering catalyst longevity via minimal noble-metal doping and spatially cooperative electronic modulation.

基于地球上丰富的三维过渡金属的多元素合金(MEAs)作为析氧反应(OER)的低成本电催化剂具有重要的前景,但其在氧化条件下的长期稳定性仍然是一个主要挑战。在这项研究中,我们研究了钯掺入对FeCoNiCu MEA纳米粒子电化学性能和结构耐久性的影响。在我们之前的研究结果的基础上,痕量Pd的添加显著提高了催化剂的耐久性,在100 mA cm-2下进行的加速耐久性测试(ADT)显示,降解率(0.356 mV h-1)急剧下降到约为无Pd FeCoNiCu (125 mV h-1)的1/350。在本研究中,我们系统地合成了一系列Pd- feconicu合金,Pd含量在0.177 ~ 1.97(%)之间。采用电感耦合等离子体发射光谱(ICP-OES)、电子显微镜、同步辐射光谱和电化学测量等先进表征技术来阐明其组成、结构和性能之间的相关性。我们的研究结果揭示了催化剂性能对Pd含量的高度非线性依赖:最佳范围(0.336-0.389 at%)可以实现远程d-d/sp轨道杂化,使周围3d金属的局部态密度(LDOS)离域,从而抑制氧化溶解。相反,较高的Pd浓度导致Pd-Pd相互作用,局部电子摄动,加速降解。这种火山型钯含量与耐久性之间的相关性,强调了通过最少的贵金属掺杂和空间协同电子调制来延长工程催化剂寿命的一般策略。
{"title":"Tailoring Pd content for optimal stability in FeCoNiCu multielement alloy electrocatalysts for oxygen evolution reaction.","authors":"Bing Zhu, Qiqi Huang, Okkyun Seo, Yee Yan Tay, Jiayi Tang, Huayu Gu, Tong Li, Dongshuang Wu","doi":"10.1039/d5fd00084j","DOIUrl":"10.1039/d5fd00084j","url":null,"abstract":"<p><p>Multielemental alloys (MEAs) based on Earth-abundant 3d transition metals hold significant promise as low-cost electrocatalysts for the oxygen evolution reaction (OER), but their long-term stability under oxidative conditions remains a major challenge. In this study, we investigate the effect of palladium incorporation on the electrochemical performance and structural durability of FeCoNiCu MEA nanoparticles. Building upon our previous findings that trace Pd addition significantly enhances catalyst durability, an accelerated durability test (ADT) performed at 100 mA cm<sup>-2</sup> reveals that the degradation rate (0.356 mV h<sup>-1</sup>) decreased dramatically to approximately 1/350th that of Pd-free FeCoNiCu (125 mV h<sup>-1</sup>). In this study, we systematically synthesized a series of Pd-FeCoNiCu alloys with Pd contents ranging from 0.177 to 1.97 at%. Advanced characterization techniques including inductively coupled plasma optical emission spectroscopy (ICP-OES), electron microscopy, synchrotron-based spectroscopy, and electrochemical measurements, were employed to elucidate the correlation between composition, structure, and performance. Our findings reveal a highly non-linear dependence of catalyst performance on Pd content: an optimal range (0.336-0.389 at%) enables long-range d-d/sp orbital hybridization that delocalizes the local density of states (LDOS) of surrounding 3d metals, thereby suppressing oxidative dissolution. In contrast, higher Pd concentrations lead to Pd-Pd interactions, localize electronic perturbation, and accelerate degradation. This volcano-type correlation between Pd content and durability, highlights a general strategy for engineering catalyst longevity <i>via</i> minimal noble-metal doping and spatially cooperative electronic modulation.</p>","PeriodicalId":76,"journal":{"name":"Faraday Discussions","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145273201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Stabilisation of FeCoNiCuPt high-entropy alloy nanoparticles by surface capping. 表面盖层法稳定FeCoNiCuPt高熵合金纳米颗粒。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-10 DOI: 10.1039/d5fd00088b
Anurag Sharma, Andrew L Hector

High-entropy alloys (HEA) are a distinct class of materials made up of multiple principal components (≥5) in near-equimolar ratios, resulting in extraordinary properties, including high catalytic activity, corrosion and oxidation resistance, and tunable magnetic properties. In nanoparticle form, these alloys are highly promising for a variety of advanced applications, such as catalysis, magnetic storage, and biomedical technology [Zoubi et al., Nano Energy, 2023, 110, 108362]. This study used an isolating-medium-assisted solid-state reaction to synthesise FeCoNiCuPt HEA nanoparticles with ultrafine NaCl particles as the isolating medium [Meng et al., Mater. Adv., 2024, 5, 719]. The nanoparticles were stabilised with a range of hydrophobic and hydrophilic capping agents, such as polyethylenimine, polyvinylpyrrolidone, stearic acid, octadecylamine, etc., introduced before or after the removal of the isolating medium. The formation of single-phase nanoparticles and the chemical composition of FeCoNiCuPt was validated using X-ray diffraction and energy-dispersive X-ray spectroscopy. Transmission electron microscopy and dynamic light scattering were used to determine particle sizes, effective capping agent thickness, and particle stability. The results highlight the successful synthesis of the FeCoNiCuPt nanoparticles, the effect of capping agents on the control of particle size, and the stability of capped-nanoparticle suspensions in water and organic solvents. The study emphasises the importance of selecting the appropriate capping agent to maintain nanoparticle stability and prevent agglomeration.

高熵合金(HEA)是一类独特的材料,由多个主成分(≥5)以接近等摩尔的比例组成,具有非凡的性能,包括高催化活性,耐腐蚀和抗氧化性,以及可调的磁性能。以纳米颗粒的形式,这些合金在催化、磁存储和生物医学技术等各种先进应用中具有很大的前景[Zoubi等人,纳米能源,2023,110,108362]。本研究采用分离介质辅助固相反应,以超细NaCl颗粒为分离介质合成FeCoNiCuPt HEA纳米颗粒[孟等,Mater]。广告,2024,5,719]。在分离介质去除之前或之后,引入一系列疏水和亲水封盖剂,如聚乙烯亚胺、聚乙烯吡啶酮、硬脂酸、十八胺等,对纳米颗粒进行稳定。利用x射线衍射和能量色散x射线光谱验证了单相纳米颗粒的形成和FeCoNiCuPt的化学成分。通过透射电子显微镜和动态光散射来测定颗粒大小、有效封盖剂厚度和颗粒稳定性。结果强调了FeCoNiCuPt纳米颗粒的成功合成,封盖剂对粒径控制的影响,以及封盖纳米颗粒悬浮液在水和有机溶剂中的稳定性。该研究强调了选择合适的封盖剂对保持纳米颗粒稳定性和防止团聚的重要性。
{"title":"Stabilisation of FeCoNiCuPt high-entropy alloy nanoparticles by surface capping.","authors":"Anurag Sharma, Andrew L Hector","doi":"10.1039/d5fd00088b","DOIUrl":"10.1039/d5fd00088b","url":null,"abstract":"<p><p>High-entropy alloys (HEA) are a distinct class of materials made up of multiple principal components (≥5) in near-equimolar ratios, resulting in extraordinary properties, including high catalytic activity, corrosion and oxidation resistance, and tunable magnetic properties. In nanoparticle form, these alloys are highly promising for a variety of advanced applications, such as catalysis, magnetic storage, and biomedical technology [Zoubi <i>et al.</i>, <i>Nano Energy</i>, 2023, <b>110</b>, 108362]. This study used an isolating-medium-assisted solid-state reaction to synthesise FeCoNiCuPt HEA nanoparticles with ultrafine NaCl particles as the isolating medium [Meng <i>et al.</i>, <i>Mater. Adv.</i>, 2024, <b>5</b>, 719]. The nanoparticles were stabilised with a range of hydrophobic and hydrophilic capping agents, such as polyethylenimine, polyvinylpyrrolidone, stearic acid, octadecylamine, <i>etc.</i>, introduced before or after the removal of the isolating medium. The formation of single-phase nanoparticles and the chemical composition of FeCoNiCuPt was validated using X-ray diffraction and energy-dispersive X-ray spectroscopy. Transmission electron microscopy and dynamic light scattering were used to determine particle sizes, effective capping agent thickness, and particle stability. The results highlight the successful synthesis of the FeCoNiCuPt nanoparticles, the effect of capping agents on the control of particle size, and the stability of capped-nanoparticle suspensions in water and organic solvents. The study emphasises the importance of selecting the appropriate capping agent to maintain nanoparticle stability and prevent agglomeration.</p>","PeriodicalId":76,"journal":{"name":"Faraday Discussions","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145256917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploration of nanostructured high-entropy alloys for key electrochemical reactions: a comparative study for the solid solution systems Cu-Pd-Pt-Ru, Ir-Pd-Pt-Ru and Ni-Pd-Pt-Ru. 探索用于关键电化学反应的纳米高熵合金:Cu-Pd-Pt-Ru、Ir-Pd-Pt-Ru和Ni-Pd-Pt-Ru固溶体体系的比较研究。
IF 3.1 3区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-09 DOI: 10.1039/d5fd00082c
Jan Lukas Bürgel, Rico Zehl, Felix Thelen, Ridha Zerdoumi, Olga A Krysiak, Benedikt Kohnen, Ellen Suhr, Wolfgang Schuhmann, Alfred Ludwig

Electrocatalysis is critical for mitigating climate change by providing green energy solutions, e.g. for hydrogen production by electrolysis of water implying high catalytic activity not only for hydrogen evolution but also for oxygen evolution as the counter reaction. Moreover, reactions such as oxygen reduction and nitrate reduction are of high importance in fuel cells or for environmental remediation. This study focuses on the exploration of electrocatalysts in the enormous composition spaces encountered in multinary materials like high-entropy alloys in the form of compositionally complex solid solutions. These provide paradigm-changing design principles for new electrocatalysts based on their tuneable surface atom arrangements resulting from their multinary composition. However, to master the combinatorial explosion problem of polyelemental catalysts, efficient exploration approaches need to be adapted. For this purpose, we present a comprehensive strategy to compare the electrocatalytic activity for different reactions in alkaline media, namely the oxygen evolution reaction (OER), oxygen reduction reaction (ORR), hydrogen evolution reaction (HER) and nitrate reduction reaction (NOxRR) over large compositional spaces in three multinary systems: Cu-Pd-Pt-Ru, Ir-Pd-Pt-Ru and Ni-Pd-Pt-Ru. To generate the necessary large and multidimensional experimental dataset, thin-film materials libraries were synthesised and analysed using high-throughput characterisation methods. This allows for a comparative overview over correlations between composition and electrocatalytic activity, considering also relevant information on crystal structure and surface morphology. Similarities and differences, trends, maxima and minima in electrocatalytic activity are revealed and discussed. Main findings include that for the OER Ir23Pd3Pt8Ru66 exhibits the highest activity, exceeding any alloy of the other two systems by 51% (Ni-Pd-Pt-Ru) and 74% (Cu-Pd-Pt-Ru). For HER, Ir36Pd4Pt48Ru12 surpasses any of its elemental constituents by 26% and maxima in other systems by 5% (Ni-Pd-Pt-Ru) and 23% (Cu-Pd-Pt-Ru). For the NOxRR, only a marginal increase of 4% was found between the most active measured alloy and the elemental constituent Cu. By comparing activity across systems, we demonstrate the tunability of electrochemical activity on compositionally complex solid solutions, achievable through variations in composition both within and across different material systems for four different reactions.

电催化通过提供绿色能源解决方案,对减缓气候变化至关重要,例如通过电解水制氢,这意味着不仅对氢的析出具有高催化活性,而且对作为反反应的氧的析出也具有高催化活性。此外,氧还原和硝酸盐还原等反应在燃料电池或环境修复中具有重要意义。本研究的重点是探索在高熵合金等多材料中以组成复杂的固溶体形式遇到的巨大组成空间中的电催化剂。这为基于可调谐表面原子排列的新型电催化剂提供了改变范式的设计原则。然而,要掌握多元素催化剂的组合爆炸问题,需要采用有效的勘探方法。为此,我们提出了一种综合策略来比较碱性介质中不同反应的电催化活性,即Cu-Pd-Pt-Ru、Ir-Pd-Pt-Ru和Ni-Pd-Pt-Ru三种多元体系中大组分空间上的析氧反应(OER)、氧还原反应(ORR)、析氢反应(HER)和硝酸盐还原反应(NOxRR)。为了生成必要的大型多维实验数据集,薄膜材料库被合成并使用高通量表征方法进行分析。这允许对成分和电催化活性之间的相关性进行比较概述,同时考虑到晶体结构和表面形貌的相关信息。揭示和讨论了电催化活性的异同、趋势、最大值和最小值。在OER中,Ir23Pd3Pt8Ru66表现出最高的活性,比其他两种体系的合金分别高出51% (Ni-Pd-Pt-Ru)和74% (Cu-Pd-Pt-Ru)。对于HER, Ir36Pd4Pt48Ru12超过其任何元素成分26%,在其他体系中最大超过5% (Ni-Pd-Pt-Ru)和23% (Cu-Pd-Pt-Ru)。对于NOxRR,最活跃的合金和元素成分Cu之间仅增加了4%。通过比较不同系统的活性,我们证明了电化学活性在组成复杂的固溶体上的可调性,这可以通过不同材料系统内部和不同材料系统之间对四种不同反应的组成变化来实现。
{"title":"Exploration of nanostructured high-entropy alloys for key electrochemical reactions: a comparative study for the solid solution systems Cu-Pd-Pt-Ru, Ir-Pd-Pt-Ru and Ni-Pd-Pt-Ru.","authors":"Jan Lukas Bürgel, Rico Zehl, Felix Thelen, Ridha Zerdoumi, Olga A Krysiak, Benedikt Kohnen, Ellen Suhr, Wolfgang Schuhmann, Alfred Ludwig","doi":"10.1039/d5fd00082c","DOIUrl":"10.1039/d5fd00082c","url":null,"abstract":"<p><p>Electrocatalysis is critical for mitigating climate change by providing green energy solutions, <i>e.g.</i> for hydrogen production by electrolysis of water implying high catalytic activity not only for hydrogen evolution but also for oxygen evolution as the counter reaction. Moreover, reactions such as oxygen reduction and nitrate reduction are of high importance in fuel cells or for environmental remediation. This study focuses on the exploration of electrocatalysts in the enormous composition spaces encountered in multinary materials like high-entropy alloys in the form of compositionally complex solid solutions. These provide paradigm-changing design principles for new electrocatalysts based on their tuneable surface atom arrangements resulting from their multinary composition. However, to master the combinatorial explosion problem of polyelemental catalysts, efficient exploration approaches need to be adapted. For this purpose, we present a comprehensive strategy to compare the electrocatalytic activity for different reactions in alkaline media, namely the oxygen evolution reaction (OER), oxygen reduction reaction (ORR), hydrogen evolution reaction (HER) and nitrate reduction reaction (NO<sub><i>x</i></sub>RR) over large compositional spaces in three multinary systems: Cu-Pd-Pt-Ru, Ir-Pd-Pt-Ru and Ni-Pd-Pt-Ru. To generate the necessary large and multidimensional experimental dataset, thin-film materials libraries were synthesised and analysed using high-throughput characterisation methods. This allows for a comparative overview over correlations between composition and electrocatalytic activity, considering also relevant information on crystal structure and surface morphology. Similarities and differences, trends, maxima and minima in electrocatalytic activity are revealed and discussed. Main findings include that for the OER Ir<sub>23</sub>Pd<sub>3</sub>Pt<sub>8</sub>Ru<sub>66</sub> exhibits the highest activity, exceeding any alloy of the other two systems by 51% (Ni-Pd-Pt-Ru) and 74% (Cu-Pd-Pt-Ru). For HER, Ir<sub>36</sub>Pd<sub>4</sub>Pt<sub>48</sub>Ru<sub>12</sub> surpasses any of its elemental constituents by 26% and maxima in other systems by 5% (Ni-Pd-Pt-Ru) and 23% (Cu-Pd-Pt-Ru). For the NO<sub><i>x</i></sub>RR, only a marginal increase of 4% was found between the most active measured alloy and the elemental constituent Cu. By comparing activity across systems, we demonstrate the tunability of electrochemical activity on compositionally complex solid solutions, achievable through variations in composition both within and across different material systems for four different reactions.</p>","PeriodicalId":76,"journal":{"name":"Faraday Discussions","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145248968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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