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Front Cover: CaviDAC: Computational Prediction of Cavity Volumes in Calixarenes via Tessellation and Divide-and-Conquer Algorithms (Adv. Theory Simul. 2/2026) 封面:CaviDAC:通过镶嵌和分而治之算法的杯芳烃腔体积的计算预测(ad . Theory Simul. 2/2026)
IF 3.3 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-09 DOI: 10.1002/adts.70351
Sergei A. Karalash, Anna V. Shmurygina, Nikita A. Krotkov, Timur A. Aliev, Ekaterina V. Skorb, Anton A. Muravev
Visualization of the concept of calculating free molecular volume in calixarenes. The human hand symbolizes pre-processing stage, background code is the core of the divide-and-conquer algorithm for convex hull construction, and robot illustrates the CaviDAC software that provides the output volume. More details can be found in the Research Article by Ekaterina V. Skorb, Anton A. Muravev, and co-workers (DOI: 10.1002/adts.202501444).
杯芳烃中自由分子体积计算概念的可视化。人手象征着预处理阶段,后台代码是分而治之的凸壳构造算法的核心,机器人说明了提供输出量的CaviDAC软件。更多细节可以在Ekaterina V. Skorb, Anton A. Muravev及其同事的研究文章中找到(DOI: 10.1002/adts.202501444)。
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引用次数: 0
Computational Insights Into Light‐Induced Spin Crossover and Magnetic Properties of [Fe II (Tp)(CN) 3 ] −2 Complex [Fe II (Tp)(CN) 3]−2配合物光诱导自旋交叉和磁性质的计算见解
IF 3.3 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-08 DOI: 10.1002/adts.202501684
Suvadip Samanta, Soumyadip Ray, Padmabati Mondal
Light‐induced spin crossover (LISCO) in transition metal complexes has gathered interest from researchers due to its diverse usage in science and technologies. The interplay of LISCO with single molecular magnetism (SMM) is intriguing because of its application toward photoregulated storage devices and magnetic photoswitches. Herein, we have studied the LISCO of an Fe(II) complex ([Fe(Tp)(CN) 3 ] −2 ), which is a monometallic part of a potential building block of SMM, using density functional theory (DFT) and the time‐dependent DFT methods. Furthermore, we have computed the magnetic characteristics of the molecule to elucidate its magnetic behavior, employing wave function‐based approaches. The molecular structure and energy in low‐spin (LS) singlet, high‐spin (HS) quintet, and intermediate‐spin triplet are calculated. It is found that the molecule is stable in its LS state but can undergo spin crossover upon irradiation of UV–vis light via triplet excited states. The singlet excited states are close‐lying, forming a band structure. The detailed mechanism of LISCO is proposed based on the calculated potential energy cuts and spin‐orbit coupling values. While the LS state of the complex has = 0 and is diamagnetic, the HS state has = and is paramagnetic. The calculations suggest a positive zero‐field splitting parameter and a non‐zero value. Therefore, to exhibit paramagnetic behavior, the complex has to be trapped in its HS state after the SCO, and reverse spin‐crossover (rSCO) has to be stopped. However, the complex, being a non‐Kramer's system, does not show the magnetic bistability in the high‐spin state and requires additional extension to function as a potential building block of a single‐molecule magnet.
过渡金属配合物中的光致自旋交叉(LISCO)由于其在科学和技术中的多种用途而引起了研究人员的兴趣。LISCO与单分子磁性(SMM)的相互作用因其在光调节存储器件和磁性光开关中的应用而备受关注。本文利用密度泛函理论(DFT)和时间相关的DFT方法研究了Fe(II)配合物([Fe(Tp)(CN) 3]−2)的LISCO,该配合物是SMM潜在构建块的单金属部分。此外,我们已经计算了分子的磁性特征,以阐明其磁性行为,采用基于波函数的方法。计算了低自旋(LS)单重态、高自旋(HS)五重态和中自旋三重态的分子结构和能量。发现该分子在LS态下是稳定的,但在紫外-可见光的三态激发态照射下会发生自旋交叉。单线态激发态紧密相连,形成能带结构。根据计算的势能切割和自旋轨道耦合值,提出了LISCO的详细机理。配合物的LS态为= 0,为抗磁性,HS态为=,为顺磁性。计算表明零场分裂参数为正,且非零值。因此,为了表现出顺磁性,配合物必须在SCO后被困在HS态,并且必须停止反向自旋交叉(rSCO)。然而,该配合物作为一个非克莱默系统,在高自旋状态下不表现出磁性双稳定性,并且需要额外的扩展才能作为单分子磁铁的潜在构建块。
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引用次数: 0
First-Principles Study of Double Perovskite Hydrides Cs2RbAlH6 and Rb2CaNiH6 for Combined Hydrogen Storage and Semiconducting Applications 双钙钛矿氢化物Cs2RbAlH6和Rb2CaNiH6复合储氢和半导体应用的第一性原理研究
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-06 DOI: 10.1002/adts.202502187
Djamel Rached, Mohamed Hichem Elahmar, Messaoud Caid, Habib Rached, Youcef Rached, Dibya Prakash Rai, Samah Al-Qaisi, Houda Mansour

We report a first-principles investigation of the structural, mechanical, electronic, and optical properties of the double perovskite hydrides Cs2RbAlH6 and Rb2CaNiH6. Density functional theory calculations were performed within the GGA-PBE framework, with an on-site Hubbard correction applied to Ni-3d states, using the FP-LAPW method as implemented in the Wien2k code and plane-wave calculations in CASTEP. Both compounds are found to crystallize in the cubic Fm-3m (No. 225) structure and satisfy the mechanical stability criteria, exhibiting brittle behavior according to Pugh's and Poisson's ratios. The calculated hydrogen storage capacities amount to 1.55 and 2.14 wt.% for Cs2RbAlH6 and Rb2CaNiH6, respectively, with corresponding volumetric densities of 56.16 and 73.36 g H2/L, comparable to those reported for related hydride perovskites. Electronic structure calculations indicate that Cs2RbAlH6 is an indirect-gap semiconductor with a bandgap of 2.35 eV, while Rb2CaNiH6 exhibits an indirect bandgap of 1.10 eV after inclusion of the Hubbard U. The optical response is characterized by pronounced absorption in the ultraviolet region, finite optical conductivity, and distinct plasmonic features. These results establish Cs2RbAlH6 and Rb2CaNiH6 as representative model systems for exploring structure-property relationships in double perovskite hydrides relevant to hydrogen-based energy applications.

本文报道了双钙钛矿氢化物Cs2RbAlH6和Rb2CaNiH6的结构、机械、电子和光学性质的第一性原理研究。在GGA-PBE框架内进行密度泛函理论计算,使用Wien2k代码中实现的FP-LAPW方法和CASTEP中的平面波计算,对Ni-3d状态进行现场Hubbard校正。这两种化合物都在立方Fm-3m (No. 225)结构中结晶,并满足力学稳定性标准,根据Pugh和泊松比表现出脆性行为。计算得到Cs2RbAlH6和Rb2CaNiH6的储氢容量分别为1.55%和2.14 wt.%,相应的体积密度分别为56.16和73.36 g H2/L,与相关氢化物钙钛矿相当。电子结构计算表明,Cs2RbAlH6是一种间接隙半导体,带隙为2.35 eV,而Rb2CaNiH6在加入Hubbard u后的带隙为1.10 eV。光学响应的特点是在紫外区吸收明显,光学电导率有限,等离子体特征明显。这些结果建立了Cs2RbAlH6和Rb2CaNiH6作为探索与氢基能源应用相关的双钙钛矿氢化物结构-性能关系的代表性模型体系。
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引用次数: 0
ICOHPs as a More Reliable Indicator than Adsorption Energies to Predict Corrosive Effects: A Density Functional Theory Investigation Into Degradation of Alumina by Chlorine-Containing Corroders icoops作为比吸附能更可靠的指标来预测腐蚀效应:含氯腐蚀剂降解氧化铝的密度泛函理论研究
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-06 DOI: 10.1002/adts.202502227
Anson Thomas, Puneet Gupta

Although an excellent corrosion inhibitor, alumina deteriorates in the presence of chlorine. This systematic study probes how the most common chlorine-containing corroders, namely Cl2${rm Cl}_2$, HCl, NaCl, KCl, MgCl2${rm MgCl}_2$, and CaCl2${rm CaCl}_2$ interact with an α$alpha$-Al2O3${rm Al}_2{rm O}_3$ (0001) surface. Using a host of density functional theory-computed parameters, including adsorption energies, integrated crystal orbital Hamilton population (ICOHPs), combined with ab initio molecular dynamics studies, the adsorption of the corrosive species and their stability on the inhibitor surface is probed in great depth. Adsorption energies indicate that a higher ionic character of the corroder leads to a stronger adsorption on the alumina surface. However, ICOHP analyses of various bond pairs indicate that HCl, with a lower adsorption energy is more detrimental to the inhibitor slab in line with experimental observations. Overall, the study shows that ICOHPs are a more reliable predictor of corrosive effects than adsorption energies.

氧化铝虽然是优良的缓蚀剂,但在氯的存在下会变质。本系统研究探讨了最常见的含氯腐蚀剂,即HCl, NaCl, KCl和如何与‐(0001)表面相互作用。利用大量密度泛函理论计算的参数,包括吸附能、集成晶体轨道汉密尔顿居群(icops),结合从头算分子动力学研究,深入探讨了腐蚀物质在缓蚀剂表面的吸附及其稳定性。吸附能表明,离子性质越高的腐蚀剂在氧化铝表面的吸附越强。然而,各种键对的ICOHP分析表明,吸附能较低的HCl对抑制剂板的危害更大,这与实验观察一致。总的来说,该研究表明,icoops是比吸附能更可靠的腐蚀效应预测指标。
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引用次数: 0
Gas Mixture Diffusion and Distribution in the Porous ZIF-90 Framework 多孔ZIF - 90框架中混合气体的扩散和分布
IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-04 DOI: 10.1002/adts.202502122
Ashok Yacham, Tarak K. Patra, Jithin John Varghese

Understanding how gas mixtures diffuse and distribute within porous frameworks is central to designing advanced separation and storage materials. Here, the transport and spatial distribution of binary gas mixtures in a porous metal-organic framework, viz., ZIF-90, using molecular simulations is investigated. We performed grand canonical Monte Carlo (GCMC) simulations to examine the competitive adsorption of carbon dioxide (CO2) and nitrogen (N2) from a binary gas mixture in ZIF-90, while molecular dynamics (MD) simulations are conducted to investigate the transport behavior of the adsorbed molecules within the framework. These integrated simulations reveal that the framework topology and pore chemistry jointly dictate diffusion pathways and preferential occupancy of gas species, underscoring their intrinsic interdependence. Competitive adsorption leads to distinct spatial partitioning within the pores, which in turn modulates mixture diffusivity inside the porous medium compared to their bulk properties. These results provide molecular-level insight into how ZIF-90 accommodates and separates gas mixtures, offering design principles for optimizing metal-organic frameworks in energy and environmental applications.

了解气体混合物如何在多孔框架内扩散和分布是设计先进分离和储存材料的核心。本文利用分子模拟研究了多孔金属-有机骨架(ZIF - 90)中二元气体混合物的输运和空间分布。我们进行了大规范蒙特卡罗(GCMC)模拟来研究二氧化碳(CO 2)和氮(n2)在二元气体混合物中在ZIF‐90中的竞争性吸附,同时进行了分子动力学(MD)模拟来研究被吸附分子在框架内的传输行为。这些综合模拟表明,框架拓扑结构和孔隙化学共同决定了气体的扩散路径和优先占用,强调了它们内在的相互依存关系。竞争性吸附导致孔隙内明显的空间划分,这反过来又调节了多孔介质内的混合物扩散率,而不是它们的体积性质。这些结果为ZIF‐90如何容纳和分离气体混合物提供了分子水平的见解,为优化能源和环境应用中的金属有机框架提供了设计原则。
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引用次数: 0
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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Advanced Theory and Simulations
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