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A parametrically-Conditioned Deep Learning Surrogate for Coherent Spinodal Decomposition 相干Spinodal分解的参数条件深度学习代理
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-02 DOI: 10.1002/adts.202502144
Andrea Fantasia, Daniele Lanzoni, Niccolò Di Eugenio, Angelo Monteleone, Roberto Bergamaschini, Francesco Montalenti

A machine-learning framework is designed to tackle the spinodal decomposition of coherently strained alloy microstructures, with cubic anisotropy in elastic constants. A database of phase-field simulations, leveraging a Green's function approximation of the elastic field, is constructed for randomly chosen composition fields and widely variable misfit strain, producing a continuum variation in the phase morphology from smooth to strongly anisotropic domains. A convolutional recurrent neural network is then trained to accurately predict the full time-evolution sequence under the explicit conditioning of the known misfit parameter, at a reduced computational cost. Extensive error analysis at the pixel level and for global descriptors is used to assess the model accuracy and evaluate its generalization capability on longer timescales and larger computational domains. The model returns a one-to-one match of the ground-truth simulations over the temporal range of training sequences. Moreover, it can reliably predict average behaviors for sequences several times longer the training ones, albeit losing one-to-one accordance. As a proof, the NN trained model is used for reconstructing the full phase diagram of the system, achieving a 98%$98%$ degree of accuracy. The proposed framework is general and can be applied beyond the specific, prototypical system here considered, enabling high-throughput parametric studies.

设计了一个机器学习框架来解决弹性常数具有立方各向异性的相干应变合金微结构的旋量分解问题。利用弹性场的格林函数近似,构建了一个相场模拟数据库,用于随机选择的成分场和广泛变化的失配应变,产生从光滑到强各向异性的相形态连续变化。然后训练卷积递归神经网络,以减少计算成本,在已知失拟参数的显式条件下准确预测全时间进化序列。在像素级和全局描述符上进行广泛的误差分析,以评估模型的精度,并评估其在更长的时间尺度和更大的计算域上的泛化能力。该模型在训练序列的时间范围内返回一对一的真实模拟结果。此外,它可以可靠地预测比训练序列长几倍的序列的平均行为,尽管会失去一对一的一致性。作为证明,将神经网络训练后的模型用于重建系统的全相位图,达到了一定的精度。所提出的框架是通用的,可以应用于超出特定的,这里考虑的原型系统,实现高通量参数研究。
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引用次数: 0
Evaluation of Planar- and Bowl-Shaped Metallophosphaporphyrins. Inclusion of Steric Effects in P4-Metalloporphyrins Counterparts 平面和碗形金属磷卟啉的评价。P4 -金属卟啉对应物中包含的位阻效应
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-02 DOI: 10.1002/adts.202502185
Margot Paco-Chipana, Aleksey E. Kuznetsov, Alvaro Muñoz-Castro

Corannulene, C20H10, experience a bowl-to-bowl inversion through planar conformation. The replacement of the N4-kernel in metalloporphyrins (MN4) to P4, leading to metallophosphaporphyrins (MP4), introduces steric effects resulting a bowl-like MP4 counterpart. Here, we explore the driving terms in determining the bowl-shape in the first transition metal series from Sc to Zn (MP4), by using Density Functional Theory (DFT) methods, and the related variation of the particular π-hole and UV–vis characteristics in relation to parent metalloporphyrins. Our results reveal that the variation of flat to bowl structure for the MP4 series for the Sc─Mn metals, is driven mainly by the release in the Pauli repulsion, whereas for the Fe─Zn, is provided by the main contribution from the electrostatic stabilization achieved in the bowl-like MP4 structure. Particularly for NiP4 and CoP4, a bowl-to-bowl inversion is expected to be favorable. The π-hole capabilities are largely enhanced in the bowl MP4 structure for Sc, Ti, V, Cr, and Mn, in comparison to their MP4 parents. In contrast, for the related CoP4, NiP4, CuP4, and ZnP4, species denote a more electron-rich π-hole site. These observations denote that the use of a more sterically demanding P4-coordination site serves as a plausible design strategy to expand the characteristics of metalloporphyrins.

Corannulene, c20h10,通过平面构象经历碗到碗的反转。金属卟啉(MN4)中的N4核被P4取代,导致金属磷卟啉(MP4),引入立体效应,形成碗状的MP4对立物。本文采用密度泛函理论(DFT)方法,研究了Sc - Zn (MP4)第一个过渡金属系列中碗状结构的驱动因素,以及与母体金属卟啉相关的特定π孔和UV-vis特性的变化。我们的研究结果表明,Sc─Mn金属的MP4系列的扁平到碗状结构的变化主要是由泡利排斥的释放驱动的,而对于Fe─Zn来说,是由碗状MP4结构中实现的静电稳定的主要贡献提供的。特别是对于NiP4和CoP4,碗到碗的反转预计是有利的。在碗状的MP4结构中,Sc、Ti、V、Cr和Mn的π孔能力大大增强。相比之下,对于相关的CoP4, NiP4, CuP4和ZnP4,物种表示更富电子的π空穴位点。这些观察结果表明,使用更具立体要求的P4‐配位位点可以作为一种合理的设计策略来扩展金属卟啉的特性。
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引用次数: 0
Surface Modified Silicene Nanoribbons for the Interconnect Applications: A DFT and NEGF Investigations 用于互连应用的表面改性硅纳米带:DFT和NEGF研究
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-02 DOI: 10.1002/adts.202501578
Sonal Agrawal, Sushmita Dandeliya, Anurag Srivastava, Gaurav Kaushal

Remarkable properties of 2D silicene have made it a potential future nanoscale interconnect, required for next-generation electronic devices. In this present work, a comprehensive density-functional theory (DFT) and non-equilibrium Green's function (NEGF) approaches have been implemented to analyse the the impact of P-type (Boron, Aluminium) and N-type (Nitrogen, Phosphorus) doping in zigzag silicene nanoribbons (ZSiNRs), focusing on their structural stability, electronic characteristics, and transport properties along with dynamical parameters and device-level metrics, including signal delay, power–delay product, and maximum frequency of operation (MFOO). Out of six possible doping sites, edge-site doping is found to be energetically favorable, with N-doped ZSiNRs exhibiting the highest thermodynamic stability. Electronic structure analyses show enhanced metallicity upon doping, while transport calculations indicate distinct doping-dependent behavior. B-doped ZSiNRs exhibit the lowest delay and MFOO, suggesting reduced signal delay, whereas N-doped ZSiNRs demonstrate improved thermodynamic stability with linear current–voltage (IV) characteristic, low delay, and high MFOO, making them potential candidates for the interconnect applications.

二维硅烯的显著特性使其成为下一代电子设备所需的潜在未来纳米级互连材料。在本研究中,采用综合密度泛函理论(DFT)和非平衡格林函数(NEGF)方法分析了p型(硼、铝)和n型(氮、磷)掺杂对之字形硅纳米带(ZSiNRs)的影响,重点研究了其结构稳定性、电子特性和输运特性,以及动态参数和器件级指标,包括信号延迟、功率延迟积、和最大工作频率(MFOO)。在六个可能的掺杂位点中,边位掺杂在能量上是有利的,其中n掺杂ZSiNRs表现出最高的热力学稳定性。电子结构分析显示掺杂后金属丰度增强,而输运计算显示明显的掺杂依赖行为。b掺杂ZSiNRs表现出最低的延迟和MFOO,表明信号延迟减少,而n掺杂ZSiNRs表现出更好的热力学稳定性,具有线性电流-电压(I-V)特性,低延迟和高MFOO,使其成为互连应用的潜在候选者。
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引用次数: 0
The Effects of Pressure on Tetragonal RbPbBr3 Perovskite for Photovoltaic Applications: A Computational Study 压力对光伏应用中方形rbpbbr3钙钛矿的影响:计算研究
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-02 DOI: 10.1002/adts.202501979
Anupriya Nyayban, Mousumi Das
<div> <p>All inorganic perovskite materials have received significant attention in the photovoltaic devices due to their remarkable optoelectronic properties. Although the efficiency of <span></span><math> <semantics> <msub> <mi>RbPbBr</mi> <mn>3</mn> </msub> <annotation>${rm RbPbBr}_3$</annotation> </semantics></math> has been reported to increase using various electron transport layers, it is also crucial to improve the performance of the absorber layer of <span></span><math> <semantics> <msub> <mi>RbPbBr</mi> <mn>3</mn> </msub> <annotation>${rm RbPbBr}_3$</annotation> </semantics></math>. In this work, density functional theory (DFT) and ab initio molecular dynamics (AIMD) were performed for investigating the structural, electronic, and optical properties of tetragonal <span></span><math> <semantics> <msub> <mi>RbPbBr</mi> <mn>3</mn> </msub> <annotation>${rm RbPbBr}_3$</annotation> </semantics></math> perovskite under different pressure. The results indicate that the bandgap can be tuned from <span></span><math> <semantics> <mrow> <mn>2.01</mn> </mrow> <annotation>$2.01$</annotation> </semantics></math> to <span></span><math> <semantics> <mrow> <mn>1.27</mn> </mrow> <annotation>$1.27$</annotation> </semantics></math> eV under the application of pressure from <span></span><math> <semantics> <mrow> <mn>0</mn> </mrow> <annotation>$hskip.001pt 0$</annotation> </semantics></math> to <span></span><math> <semantics> <mrow> <mn>30</mn> </mrow> <annotation>$hskip.001pt 30$</annotation> </semantics></math> GPa, using Heyd–Scuseria–Ernzerhof (HSE) hybrid functional including spin–orbit coupling (SOC) effect. The change in the bandgap is primarily influenced by variations in the Pb-Br-Pb bond angle and the short and the long bond length of Pb-Br under pressure ranging from <span></span><math> <semantics> <mrow> <mn>0</mn> </mrow> <annotation>$hskip.001pt 0$</annotation> </semantics></math> to <span></span><math> <semantics> <mrow> <mn>30</mn> </mrow> <annotation>$hskip.001pt 30$</annotation> </semantics></math> GPa. A suitable bandgap of <span></span><math> <semantics> <mrow>
无机钙钛矿材料以其优异的光电性能在光伏器件中受到广泛关注。虽然利用不同的电子传输层可以提高电子传输效率,但提高电子传输层的吸收层的性能也是至关重要的。本文采用密度泛函理论(DFT)和从头算分子动力学(AIMD)研究了不同压力下四方钙钛矿的结构、电子和光学性质。结果表明,利用含自旋轨道耦合(SOC)效应的Heyd-Scuseria-Ernzerhof (HSE)杂化泛函数,可以在从至GPa的压力作用下将带隙从至eV调谐。带隙的变化主要受Pb - Br - Pb键角的变化以及Pb - Br在压力下的长、短键长变化的影响。在GPa的压力下可以获得合适的eV带隙,使其在光伏应用中具有广阔的前景。K处的非谐波声子谱表示考虑不同压力下的结构稳定性。带隙的缩小意味着吸收光谱中的红移。传导电子和空穴的有效质量随着压力的增加而减小,激子的有效质量随着压力的增加而减弱。当压强超过GPa时,激子类型由Frenkel变为Mott-Wannier。这些结果对于理解压力对四方钙钛矿光伏性能的影响至关重要,这可以指导旨在提高所有无机钙钛矿光伏性能的实验。
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引用次数: 0
A Mathematical Framework for Monte Carlo Simulation of Particulate-Filled Systems 粒子填充系统蒙特卡罗模拟的数学框架
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-02 DOI: 10.1002/adts.202501987
Soheyl Khajehpour-Tadavani, Hossein Abedini

The Monte Carlo (MC) simulation is an effective technique for capturing the dynamic evolution of Particulate-Filled Systems (PFS), as it allows detailed tracking of individual droplet histories. This flexible method is widely applied across many fields and, owing to its simple implementation and robust performance, often has no suitable alternative. However, the long computational time, especially when a large number of droplets is simulated, remains a significant drawback. The primary aim of this study is to address this limitation by introducing a novel strategy for incorporating large droplet populations into MC simulations, thereby reducing the time required to model extensive systems. A new mathematical procedure is combined with a time-increment MC model to develop a hybrid framework, referred to as the Combinatorial Approach (CAx), which enables the use of sufficiently large initial sample populations to predict the dynamic evolution of particle size distributions in suspension polymerization. The key feature of CAx is the combination of multiple distinct simulation runs into a single vector, providing higher precision than conventional MC simulations. This framework significantly reduces computational time while maintaining high accuracy in the predicted results.

蒙特卡罗(MC)模拟是捕获微粒填充系统(PFS)动态演化的有效技术,因为它允许详细跟踪单个液滴的历史。这种灵活的方法被广泛应用于许多领域,由于其简单的实现和鲁棒性,通常没有合适的替代方法。然而,计算时间长,特别是当模拟大量液滴时,仍然是一个显着的缺点。本研究的主要目的是通过引入一种将大液滴种群纳入MC模拟的新策略来解决这一限制,从而减少模拟广泛系统所需的时间。一个新的数学过程与时间增量MC模型相结合,开发了一个混合框架,称为组合方法(CAx),它可以使用足够大的初始样本群来预测悬浮聚合中粒径分布的动态演变。CAx的主要特点是将多个不同的模拟运行组合到一个向量中,提供比传统MC模拟更高的精度。该框架显著减少了计算时间,同时保持了预测结果的高精度。
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引用次数: 0
The Flotation Mechanism and Quantum Chemical Calculation of Ba(II) Ions Activating Quartz in a Sodium Oleate System Ba(II)离子在油酸钠体系中活化石英的浮选机理及量子化学计算
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-02 DOI: 10.1002/adts.202501927
Wencheng Li, Zhijun Ma, Xingyuan Weng, Yunsheng Zheng, Hao Guo

Barium(II) (Ba[II]) ion activation considerably increases quartz recovery, reaching up to 99.85%, as shown by micro-flotation studies. Ba(II) ions preferentially adsorb onto the quartz surface, creating active sites through electrostatic interactions that facilitate sodium oleate (NaOL) adsorption, as demonstrated by zeta potential measurements. Chemical adsorption is confirmed by Fourier-transform infrared spectroscopy and X-ray photoelectron spectroscopy. Electronic density difference and density of states studies reveal strong electron transport between Ba and O, forming persistent chemical bonds. By combining chemical bonding and physical adsorption, Ba(II) ions improve NaOL adsorption on the quartz surface, offering a theoretical foundation for flotation.

微浮选研究表明,钡(II) (Ba[II])离子活化可显著提高石英的回收率,回收率可达99.85%。Ba(II)离子优先吸附在石英表面,通过静电相互作用产生活性位点,促进油酸钠(NaOL)吸附,正如zeta电位测量所证明的那样。化学吸附用红外光谱和x射线光电子能谱证实。电子密度差和态密度研究表明Ba和O之间有很强的电子传递,形成持久的化学键。Ba(II)离子通过化学键合和物理吸附相结合,改善了NaOL在石英表面的吸附,为浮选提供了理论基础。
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引用次数: 0
Structure and Field Dependence of Second Harmonic Generation in Asymmetric Three-Step Quantum Well 非对称三阶量子阱中二次谐波产生的结构与场依赖关系
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/adts.202501963
Meilin Hu, Salvatore Amoruso, Qiucheng Yu, Jianhui Yuan, Zhihai Zhang

The structure of three-step quantum well is receiving attention to improve the response of nonlinear optical coefficients. Here we investigate second harmonic generation produced in an asymmetric three-step quantum well by exploiting both structural parameters and external fields for maximizing the value of response aiming at elucidating the value of parameter regulation. Regarding structural parameters, variations in central barrier thickness and well width induce multiple resonance peaks in the second-order nonlinear susceptibility, attributed to quantum confinement effects and energy level spacing modifications. Electric fields induce Stark shifts that alter wavefunction overlap and dipole matrix elements, while magnetic fields introduce Landau quantization that interacts with structural asymmetry to generate additional nonlinear polarization. The SHG induced by asymmetric three-step quantum well is theoretically studied for the first time, demonstrating that the resonance peak of the second harmonic coefficient changes significantly by adjusting the parameters within a certain range. Our findings can be of interest in parameter design and experimental applications of optoelectronic devices for the selection of the more appropriate nonlinear optical configuration.

为了提高非线性光学系数的响应,三阶量子阱的结构受到了人们的关注。本文研究了非对称三阶量子阱中产生的二次谐波,利用结构参数和外场来最大化响应值,旨在阐明参数调节的价值。在结构参数方面,由于量子约束效应和能级间距的改变,中心势垒厚度和阱宽度的变化在二阶非线性磁化率中诱发了多个共振峰。电场诱导斯塔克位移,改变波函数重叠和偶极矩阵元素,而磁场引入朗道量子化,与结构不对称相互作用,产生额外的非线性极化。首次从理论上研究了非对称三步量子阱诱导的SHG,表明在一定范围内,通过调整参数,二次谐波系数的共振峰发生了显著变化。我们的研究结果可用于光电子器件的参数设计和实验应用,以选择更合适的非线性光学结构。
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引用次数: 0
Theoretical Insights Into Chlorine Evolution Reaction on Cu-BTC Doped With Transition Metals 过渡金属掺杂Cu - BTC上氯析出反应的理论研究
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-30 DOI: 10.1002/adts.202502127
Xun Gong, Ruiyi Fu, Xu Huang, Beibei Xiao

Light-driven chlorine evolution reaction (CER), with suitable non-noble metal photocatalysts, is an effective means to replace electrocatalytic CER and alleviate energy crises. Herein, the photocatalytic CER performance of Cu-BTC, a metal organic framework doped with transition metals (TM), is assessed by density functional theory calculations. The results reveal that as the d-electron filling of TM increases, the free energy of chlorine adsorption approaches zero, wherein pristine Cu-BTC possesses thermodynamic ΔG*Cl close to zero, and CuTM-BTC with TM of Ni, Pd, and Pt exhibit |ΔG*Cl| less than 0.3 eV, reflecting excellent CER activity. Especially, the bimetallic active sites of CuNi-BTC and CuPd-BTC exhibit enormous potentials. Furthermore, the candidates offer the suitable highest occupied molecular orbitals (HOMO), being more negative than the oxidation potential of Cl/Cl2, which is beneficial for the excitation of charge carriers. The electronic structure analysis demonstrates that a good linear relationship is established between the CER overpotentials and the energy levels of HOMO. In the regard, this work sheds lights on the modification of photocatalytic activity via regulation of the energy levels of HOMO.

采用合适的非贵金属光催化剂进行光驱动析氯反应(CER)是取代电催化析氯反应和缓解能源危机的有效手段。本文通过密度泛函理论计算评估了掺杂过渡金属(TM)的金属有机骨架Cu - BTC的光催化CER性能。结果表明,随着TM中d电子填充量的增加,Cu - BTC对氯的吸附自由能趋近于零,其中原始Cu - BTC的热力学值Δ G *Cl接近于零,而TM中Ni、Pd和Pt的cum - BTC的热力学值|Δ G *Cl |小于0.3 eV,反映出优异的CER活性。特别是CuNi - BTC和CuPd - BTC的双金属活性位点表现出巨大的潜力。此外,候选化合物提供合适的最高已占据分子轨道(HOMO),比Cl−/Cl 2的氧化电位更负,这有利于电荷载流子的激发。电子结构分析表明,CER过电位与HOMO能级之间存在良好的线性关系。在这方面,这项工作揭示了通过调节HOMO的能量水平来改变光催化活性。
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引用次数: 0
Issue Information (Adv. Theory Simul. 2/2026) 发布信息(Adv. Theory Simul. 2/2026)
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-30 DOI: 10.1002/adts.70334
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引用次数: 0
Exploring 2–1–1 MAX Phases as Anode Materials for Magnesium-Ion Batteries: Exceptional Performance of V2SC 探索2-1-1 MAX相作为镁离子电池负极材料:V2SC的优异性能
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-28 DOI: 10.1002/adts.202501709
Madhu Pandey, Ummar Bhat, Priya Johari
<div> <p>MAX phases, a unique class of layered ternary carbides and nitrides, have recently attracted considerable attention owing to their exceptional combination of metallic and ceramic properties, including high electronic conductivity, excellent structural integrity, and resistance to chemical degradation. These attributes translate into promising electrochemical characteristics such as high specific capacity, superior rate capability, and extended cycling stability making them attractive candidates for next-generation energy storage devices. Despite these advantageous traits, their potential application as anode materials, particularly for magnesium-ion (Mg-ion) batteries remains under explored, unlike the extensively studied MXenes. Herein, we present an ab initio approach to comprehensively investigate the 2-1-1 MAX phases. Specifically, we focus on carbides, <span></span><math> <semantics> <mrow> <msub> <mi>M</mi> <mn>2</mn> </msub> <mi>SC</mi> </mrow> <annotation>${rm M}_{2}{rm SC}$</annotation> </semantics></math> where M represents elements such as V, Ti, Nb, Hf and Zr for their potential as anode in the Mg-ion batteries. We delve into the intricate process of magnesium atom insertion within the 2-1-1 MAX phases. The optimal Mg atom insertion sites have been identified to assess the magnesium storage mechanism in <span></span><math> <semantics> <mrow> <msub> <mi>M</mi> <mn>2</mn> </msub> <mi>SC</mi> </mrow> <annotation>${rm M}_{2}{rm SC}$</annotation> </semantics></math>. Among the investigated candidates, <span></span><math> <semantics> <mrow> <msub> <mi>V</mi> <mn>2</mn> </msub> <mi>SC</mi> </mrow> <annotation>${rm V}_{2}{rm SC}$</annotation> </semantics></math> exhibits the lowest Mg insertion energy (–0.25 to –0.17 eV), indicating facile and stable Mg incorporation. The calculated open-circuit voltage lies in the remarkably low range of 0.02–0.03 V, and the theoretical capacity reaches up to 367 <span></span><math> <semantics> <mrow> <mi>mAh</mi> <mo>·</mo> <mi>g</mi> </mrow> <annotation>${rm mAh}cdot{rm g}$</annotation> </semantics></math><span></span><math> <semantics> <msup> <mrow></mrow> <mrow> <mo>−</mo> <mn>1</mn> </mrow> </msup> <annotation>$^{-1}$</
MAX相是一类独特的层状三元碳化物和氮化物,由于其独特的金属和陶瓷性能的结合,包括高电子导电性,优异的结构完整性和耐化学降解性,最近引起了相当大的关注。这些特性转化为有前途的电化学特性,如高比容量、优越的倍率能力和延长的循环稳定性,使其成为下一代储能设备的有吸引力的候选者。尽管具有这些优点,但与广泛研究的MXenes不同,它们作为阳极材料,特别是镁离子(Mg-ion)电池的潜在应用仍在探索中。在此,我们提出了一种从头算方法来全面研究2-1-1 MAX相位。具体来说,我们关注的是碳化物,M2SC${rm M}_{2}{rm SC}$,其中M代表V, Ti, Nb, Hf和Zr等元素,因为它们在镁离子电池中具有作为阳极的潜力。我们深入研究了在2-1-1 MAX相中镁原子插入的复杂过程。确定了镁原子在M2SC${rm M}_{2}{rm SC}$中的最佳插入位点,以评价镁在M2SC${rm M} $中的储存机理。其中,V2SC${rm V}_{2}{rm SC}$表现出最低的Mg插入能量(-0.25 ~ -0.17 eV),表明Mg易于稳定地掺入。计算得到的开路电压在0.02 ~ 0.03 V的极低范围内,对于Mg1V {rm Mg}_{1}{rm V}$2SC$_{2}{rm SC}$,理论容量可达367 mAh·g${rm mAh}cdot{rm g}$−1$^{-1}$。充分镁化后的体积膨胀适中(约47%),表明循环过程中的机械稳健性。此外,通过从头算分子动力学(AIMD)模拟和声子色散曲线中不存在虚模,证明了原始体系和镁化体系都具有热稳定性和动力学稳定性。通过爬升图像微推弹性带(CI-NEB)计算得到的mg离子扩散势阱为1.18 eV,为最有利的迁移路径。总的来说,我们的研究结果将V2SC${rm V}_{2}{rm SC}$特别定位为有前途的镁离子电池阳极候选者,提供结构稳定性,低工作电压和有竞争力的存储容量的平衡组合。这些结果为将MAX相应用从锂离子系统扩展到可持续的多价储能技术开辟了一条途径。
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Advanced Theory and Simulations
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