Molecular dynamic

分子动力学
  • 文章类型: Journal Article
    由于其高死亡率和复杂的治疗策略,癌症构成了重大的全球健康挑战。亚甲基四氢叶酸脱氢酶2(MTHFD2),在各种恶性肿瘤中明显过度表达,代表了抗癌药物开发的有希望的目标。呋喃吡酮A,从内生真菌Arthriniumsp.中分离出的一种新的4-羟基-2-吡啶酮生物碱。GZWMJZ-606已显示出对几种癌细胞系的有效抑制活性。这项研究提供了呋喃吡酮A的第一个计算评估,通过分子对接和200ns分子动力学(MD)模拟,重点研究其对MTHFD2的潜在抑制作用。分子对接显示呋喃吡酮A的结合自由能为-8.08kcal/mol,与对照化合物DS44960156(-8.13kcal/mol)相当,表明与MTHFD2活性位点的稳定相互作用。MD模拟证实了呋喃吡酮A-MTHFD2复合物的结构稳定性,RMSD值范围为1.5至2.9,RMSF值低于4,回转半径(Rg)为26.7µ。呋喃吡酮A在整个模拟中保持大约四个一致的氢键。在0ns处分析呋喃吡酮A的结合姿势取向和与MTHFD2酶的相互作用,40ns,80ns,120ns,160ns,和200ns显示一致和稳定的结合。MM-PBSA分析显示结合自由能(ΔGbind)为-23.57±0.13kcal/mol,静电和范德华相互作用的贡献很大,表明与对照化合物的竞争性结合亲和力(-25.32±0.11kcal/mol)。单个氨基酸残基的贡献,包括关键残基如ARG43,TYR84,ASN87,LYS88,GLN132和PRO314,表明支持呋喃吡酮A-MTHFD2复合物稳定性的强相互作用。ADMET预测表明,呋喃吡酮A符合关键的药物相似性标准,并表现出良好的口服生物利用度,合适的分布剖面,药物-药物相互作用的最小风险,高效消除,和低毒性潜力。这些发现表明,呋喃吡酮A是癌症治疗的有希望的候选者,保证进一步的体外和体内验证,并强调其对新抗癌疗法开发的潜在影响。
    Cancer poses a significant global health challenge due to its high mortality rate and complex treatment strategies. Methylenetetrahydrofolate dehydrogenase 2 (MTHFD2), which is notably overexpressed in various malignancies, represents a promising target for anticancer drug development. Furanpydone A, a new 4-hydroxy-2-pyridone alkaloid isolated from the endophytic fungus Arthrinium sp. GZWMJZ-606, has shown potent inhibitory activity against several cancer cell lines. This study provides the first computational evaluation of furanpydone A, focusing on its potential inhibition of MTHFD2 through molecular docking and 200 ns molecular dynamics (MD) simulations. Molecular docking revealed a binding free energy of -8.08 kcal/mol for furanpydone A, comparable to the control compound DS44960156 (-8.13 kcal/mol), indicating stable interactions with the MTHFD2 active site. MD simulations confirmed the structural stability of the furanpydone A-MTHFD2 complex, with RMSD values ranging from 1.5 to 2.9 Å, RMSF values below 4 Å, and a radius of gyration (Rg) of 26.7 Å. Furanpydone A maintained approximately four consistent hydrogen bonds throughout the simulation. Analysis of furanpydone A binding pose orientations and interactions with the MTHFD2 enzyme at 0 ns, 40 ns, 80 ns, 120 ns, 160 ns, and 200 ns revealed consistent and stable binding. MM-PBSA analysis showed a binding free energy (ΔGbind) of -23.57 ± 0.13 kcal/mol, with electrostatic and van der Waals interactions contributing significantly, suggesting competitive binding affinity to the control compound (-25.32 ± 0.11 kcal/mol). The contribution of individual amino acid residues, including key residues such as ARG43, TYR84, ASN87, LYS88, GLN132, and PRO314, indicated strong interactions that support the stability of the furanpydone A-MTHFD2 complex. ADMET predictions indicated that furanpydone A met key drug-likeness criteria and demonstrated good oral bioavailability, suitable distribution profile, minimal risk of drug-drug interactions, efficient elimination, and low toxicity potential. These findings suggest that furanpydone A is a promising candidate for cancer treatment, warranting further in vitro and in vivo validation, and highlighting its potential impact on the development of new anticancer therapies.
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  • 文章类型: Journal Article
    乳腺癌药物的许多副作用促使研究人员探索更多来自天然物质的新治疗方法。在这种情况下,我们的研究重点是通过生物信息学方法揭示来自尖顶Trigona的东加里曼丹蜂胶用于乳腺癌治疗的潜力,包括潜在机制。我们对网络药理学进行了体外和生物信息学综合分析,分子对接,分子动力学和MM-GBSA分析。最初,体外细胞毒性试验证明了东加里曼丹蜂胶乙醇提取物的抗乳腺癌活性潜力,特别是它的乙酸乙酯馏分,表现出与阿霉素相似的活性,如其IC50值所示。这项研究揭示了八种蜂胶化合物,由黄酮类化合物和酚酸组成,在东加里曼丹蜂胶。通过将微阵列数据集(GSE29431,GSE36295和GSE42568)分析与源自蜂胶化合物的潜在靶标整合,鉴定了39个共享的靶基因。随后,GO和KEGG通路,蛋白质-蛋白质相互作用(PPI)网络,核心枢纽基因和基因表达分析揭示了三个主要目标,即,PTGS2、CXCL2和MMP9。其中,只有MMP9在乳腺癌中比正常人高表达。此外,分子对接显示,六种蜂胶化合物对MMP-9表现出明显的结合亲和力,优于作为对照药物的marimastat。动态模拟证实了菊酯和槲皮素为最佳化合物的稳定性。此外,MM-GBSA分析揭示了与marimastat(-27.3827kcal/mol)相当的chrysin(-25.6403kcal/mol)的相对结合能。总之,这项研究揭示了东加里曼丹蜂胶如何影响乳腺癌,并强调MMP9是未来治疗的关键靶标。
    Numerous side effects of breast cancer drugs have prompted researchers to explore more into new therapeutic approaches derived from natural substances. In this context, our study focused on uncovering the potential of East Kalimantan propolis from Trigona apicalis for breast cancer treatment including the underlying mechanisms through bioinformatics approached. We conducted integrated in vitro and bioinformatics analysis of network pharmacology, molecular docking, molecular dynamics and MM-GBSA analysis. Initially, in vitro cytotoxic assay demonstrated the anti-breast cancer activity potential of ethanol extract of East Kalimantan propolis, particularly its ethyl acetate fraction, which exhibited similar activity to doxorubicin, as indicated by their IC50 value. This study revealed eight propolis compounds, consisting of flavonoids and phenolic acids, in East Kalimantan propolis. By integrating microarray datasets (GSE29431, GSE36295, and GSE42568) analysis with potential targets derived from propolis compounds, 39 shared target genes were identified. Subsequently, GO and KEGG pathway, protein-protein interaction (PPI) network, core hub genes and gene expression analysis revealed three major targets, namely, PTGS2, CXCL2, and MMP9. Among them, only MMP9 was highly expressed in breast cancer than normal. Moreover, molecular docking revealed the six of propolis compounds which exhibited pronounced binding affinity towards MMP-9, better than marimastat as control drug. Dynamic simulation confirmed the stability of chrysin and quercetin as best compounds. Additionally, MM-GBSA analysis revealed a relative binding energy for chrysin (-25.6403 kcal/mol) that was comparable to marimastat (-27.3827 kcal/mol). In conclusion, this study reveals how East Kalimantan Propolis affect breast cancer and emphasizes MMP9 as a key target for future therapeutics.
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  • 文章类型: Journal Article
    这里,我们报道了新的基于2-硝基和/或4-三氟甲基苯基的小分子作为α-Syn原纤维形成的抑制剂。该组18种化合物的灵感来自从文献中检索到的众所周知的α-Syn聚集调节剂。初步的生化数据表明,十八个化合物中的两个分子具有与参考化合物SynuClean-D(SC-D,5-硝基-6-(3-硝基苯基)-2-氧代-4-(三氟甲基)-1H-吡啶-3-甲腈),根据硫磺素T动力学。药效基团建模破译了α-Syn聚集调节剂的主要结构要求。此外,对接和分子动力学模拟描绘了与靶向α-Syn原纤维的结合模式。这些新的潜在α-Syn结合剂的结构数据可能为理解特异性靶向NAC结构域的配体作为α-突触核病的治疗诊断剂的作用机制提供了额外的信息。
    Here, we report new 2-nitro and/or 4-trifluoromethylphenyl-based small molecules developed as inhibitors of alpha-Syn fibril formation. The set of eighteen compounds was inspired by well-known alpha-Syn aggregation modulators retrieved from literature. The preliminary biochemical data suggested that the two molecules out of eighteen compounds exerted activity comparable to that of reference compound SynuClean-D (SC-D, 5-nitro-6-(3-nitrophenyl)-2-oxo-4-(trifluoromethyl)-1H-pyridine-3-carbonitrile), according to Thioflavin T kinetics. Pharmacophore modelling deciphered the main structural requirements for alpha-Syn aggregation modulators. Moreover, docking and molecular dynamics simulations depicted the binding mode with the targeted alpha-Syn fibrils. The structural data of these new potential α-Syn binders might furnish additional information for understanding the mechanism of action of the ligands that specifically target the NAC domain as theranostic agents for α-synucleopathies.
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  • 文章类型: Journal Article
    金属基复合材料(MMC)结合了金属和陶瓷增强,提供高强度,刚度,耐腐蚀性,和不同的应用低重量。Al-SiC,一个普通的MMC,由碳化硅增强的铝基体组成,使其成为航空航天和汽车行业的理想选择。在这项工作中,进行分子动力学模拟以研究Al-SiC复杂形状模型的力学性能。三种不同体积分数的SiC颗粒,精确到10%,15%,25%,在单轴拉伸载荷下对复合材料进行了研究。在两个加载方向下评估了Al-SiC复合材料的拉伸行为。考虑有和没有扩散效应的情况。结果表明,扩散提高了Al-SiC复合材料的极限抗拉强度,特别是对于15%的SiC体积分数。关于本研究中考虑的SiC颗粒的形状,复合材料的强度在不同的方向变化。具体来说,含25%SiC的Al-SiC复合材料的极限强度在一个方向上达到11.29GPa,和6.63GPa在另一个,证明材料在考虑扩散效应时的各向异性力学行为。杨氏模量在扩散的存在下显示出可忽略的变化。此外,扩散提高了Al-SiC复合材料的韧性,与没有扩散的值相比,产生更高的值,如25%SiC体积分数复合材料(2.086GPa)与15%(0.863GPa)和10%(1.296GPa)SiC体积分数所证明的。
    Metal matrix composites (MMCs) combine metal with ceramic reinforcement, offering high strength, stiffness, corrosion resistance, and low weight for diverse applications. Al-SiC, a common MMC, consists of an aluminum matrix reinforced with silicon carbide, making it ideal for the aerospace and automotive industries. In this work, molecular dynamics simulations are performed to investigate the mechanical properties of the complex-shaped models of Al-SiC. Three different volume fractions of SiC particles, precisely 10%, 15%, and 25%, are investigated in a composite under uniaxial tensile loading. The tensile behavior of Al-SiC composites is evaluated under two loading directions, considering both cases with and without diffusion effects. The results show that diffusion increases the ultimate tensile strength of the Al-SiC composite, particularly for the 15% SiC volume fraction. Regarding the shape of the SiC particles considered in this research, the strength of the composite varies in different directions. Specifically, the ultimate strength of the Al-SiC composite with 25% SiC reached 11.29 GPa in one direction, and 6.63 GPa in another, demonstrating the material\'s anisotropic mechanical behavior when diffusion effects are considered. Young\'s modulus shows negligible change in the presence of diffusion. Furthermore, diffusion improves toughness in Al-SiC composites, resulting in higher values compared to those without diffusion, as evidenced by the 25% SiC volume fraction composite (2.086 GPa) versus 15% (0.863 GPa) and 10% (1.296 GPa) SiC volume fractions.
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  • 文章类型: Journal Article
    白细胞介素(IL)-33,IL-1细胞因子家族的成员,在免疫系统调节和炎症中起着至关重要的作用,氧化应激与它的表达有关。在通过IL-33信号调节从天然来源寻找具有潜在作为过敏性疾病治疗剂的化合物的过程中,我们在刺槐(剑豆)豆荚的甲醇提取物中发现了显着的IL-33抑制活性。通过色谱分离和液相色谱-质谱联用,我们从甲醇提取物中分离出11个化合物(1-11)。此外,我们使用酶联免疫吸附试验评估了这些物质对炎症和自身免疫性疾病相关过程中IL-33/ST2信号传导的抑制作用.其中,化合物7、10和11表现出显著的IL-33抑制功效,值达到78%,86%,在100µM时为79%,分别。值得注意的是,化合物7、10和11在浓度为10、50和100μM时显示出对IL-33信号的显著和剂量依赖性抑制.计算分子对接和动态模拟进一步阐明了潜在的机制。这些发现对于预防和治疗与衍生自剑兰的类黄酮苷相关的过敏具有有希望的药理学意义。
    Interleukin (IL)-33, a member of the IL-1 cytokine family, plays a vital role in immune system regulation and inflammation, with oxidative stress being implicated in its expression. During the search for compounds from natural sources with potential as therapeutic agents for allergic diseases via IL-33 signal modulation, we discovered significant IL-33 inhibitory activity in the methanol extract of Canavalia gladiata (sword bean) pods. Through chromatographic separation and liquid chromatography-mass spectrometry, we isolated 11 compounds (1-11) from the methanol extract. Furthermore, we assessed the inhibitory effects of these substances on IL-33/ST2 signaling in processes related to inflammatory and autoimmune diseases using an enzyme-linked immunosorbent assay. Among them, compounds 7, 10, and 11 exhibited substantial IL-33 inhibitory efficacy, with values reaching 78%, 86%, and 79% at 100 µM, respectively. Remarkably, compounds 7, 10, and 11 demonstrated significant and dose-dependent inhibition of IL-33 signaling at concentrations of 10, 50, and 100 µM. Computational molecular docking and dynamic simulations further elucidated the underlying mechanisms. These findings have promising pharmacological implications for allergy prevention and treatment associated with flavonoid glycosides derived from C. gladiata.
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  • 文章类型: Journal Article
    自从2005年FFA4去孤化和表征游离脂肪酸受体家族在代谢紊乱中的治疗潜力以来,近年来已经引起了人们的兴趣。FFA4(也称为GPR120)在人体许多器官中的表达使这种受体成为一个非常有效的靶标,特别是在脂肪感应和饮食偏好方面。这为解决肥胖和相关代谢疾病提供了一种有吸引力的方法。尽管FFA4的先前研究提供了不同的信息,但受体的最新低温EM结构为潜在的活性状态提供了有价值的信息。我们对四种激动剂配体进行了分子对接和分子动力学模拟,TUG-891,亚油酸,α-亚麻酸,和油酸,基于同源性模型。我们的模拟,总共积累了2μs的模拟,突出显示了Arg992.64和Lys293(ECL3)的两个结合热点。结果表明,这些残基位于结合口袋的不同区域,并与各种类型的配体相互作用,暗示FFA4的不同潜在活性状态和高度适应性的结合受体内口袋。本文提出了补充实验结构的激动剂结合的其他结构特征和机制。
    FFA4 has gained interest in recent years since its deorphanization in 2005 and the characterization of the Free Fatty Acids receptors family for their therapeutic potential in metabolic disorders. The expression of FFA4 (also known as GPR120) in numerous organs throughout the human body makes this receptor a highly potent target, particularly in fat sensing and diet preference. This offers an attractive approach to tackle obesity and related metabolic diseases. Recent cryo-EM structures of the receptor have provided valuable information for a potential active state although the previous studies of FFA4 presented diverging information. We performed molecular docking and molecular dynamics simulations of four agonist ligands, TUG-891, Linoleic acid, α-Linolenic acid, and Oleic acid, based on a homology model. Our simulations, which accumulated a total of 2 μs of simulation, highlighted two binding hotspots at Arg992.64 and Lys293 (ECL3). The results indicate that the residues are located in separate areas of the binding pocket and interact with various types of ligands, implying different potential active states of FFA4 and a highly adaptable binding intra-receptor pocket. This article proposes additional structural characteristics and mechanisms for agonist binding that complement the experimental structures.
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  • 文章类型: Journal Article
    金属-β-内酰胺酶(MβLs)水解和灭活β-内酰胺抗生素,是赋予细菌感染抗性的关键机制。SMB-1是粘质沙雷氏菌MβLs的一种新型B3亚类,可以使几乎所有β-内酰胺抗生素(包括氨苄青霉素(AMP))失活。这对公众健康构成了严重威胁。为了阐明SMB-1和AMP之间的识别和相互作用的机制,采用各种荧光光谱技术和分子动力学模拟。猝灭光谱的结果揭示了AMP可以使SMB-1荧光猝灭,其机理为静态猝灭;同步和三维荧光光谱验证了SMB-1与AMP相互作用后的微环境和构象发生了变化。分子动力学结果表明,整个AMP进入SMB-1的结合袋,即使具有相对较大的R1侧链。SMB-1中的Loop1和Loop2发生显著波动,将α2(71-73)和局部α5(186-188)转化为无规卷曲,促进锌离子暴露与圆二色谱结果一致。它们之间的结合是由焓和熵的变化共同驱动的,与荧光观察结果一致,静电力占主导地位。本研究为设计β-内酰胺酶的新底物和开发对超级细菌具有抗性的有效抗生素提供了结构见解和坚实的基础。
    Metallo-β-lactamases (MβLs) hydrolyze and inactivate β-lactam antibiotics, are a pivotal mechanism conferring resistance against bacterial infections. SMB-1, a novel B3 subclass of MβLs from Serratia marcescens could deactivate almost all β-lactam antibiotics including ampicillin (AMP), which has posed a serious threat to public health. To illuminate the mechanism of recognition and interaction between SMB-1 and AMP, various fluorescence spectroscopy techniques and molecular dynamics simulation were employed. The results of quenching spectroscopy unraveled that AMP could make SMB-1 fluorescence quenching that mechanism was the static quenching; the synchronous and three-dimensional fluorescence spectra validated that the microenvironment and conformation of SMB-1 were altered after interaction with AMP. The molecular dynamics results demonstrated that the whole AMP enters the binding pocket of SMB-1, even though with a relatively bulky R1 side chain. Loop1 and loop2 in SMB-1 undergo significant fluctuations, and α2 (71-73) and local α5 (186-188) were turned into random coils, promoting zinc ion exposure consistent with circular dichroism spectroscopy results. The binding between them was driven by a combination of enthalpy and entropy changes, which was dominated by electrostatic force in agreement with the fluorescence observations. The present study brings structural insights and solid foundations for the design of new substrates for β-lactamases and the development of effective antibiotics that are resistant to superbugs.
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  • 文章类型: Journal Article
    背景:食品中的霉菌毒素污染越来越受到关注。与食品中的生物大分子相互作用的隐藏的霉菌毒素可能使霉菌毒素的检测不那么准确,可能导致对总暴露风险的低估。本研究探讨了霉菌毒素交替醇(AOH)和交替醇单甲醚(AME)与高分子谷蛋白的相互作用。
    结果:三种谷物(大米,玉米,和小麦)相对较低。分子动力学(MD)模拟表明AOH和AME自发结合谷蛋白。氢键和π-π堆叠是结合位点的主要相互作用力。当分析平均局部电离能时,具有一个额外羟基的交替醇对谷蛋白的结合亲和力强于AME。AOH和谷蛋白之间的平均相互作用能为-80.68KJmol-1,而AME的平均相互作用能为-67.11KJmol-1。
    结论:本研究通过MD和分子对接揭示了AOH(或AME)与高分子谷蛋白之间相互作用的机制。这可能有助于开发检测污染水平的有效方法。这些结果也可能在评估结合的替代毒素的毒理学特性中发挥重要作用。©2024化学工业学会。
    BACKGROUND: Mycotoxin contamination of food has been gaining increasing attention. Hidden mycotoxins that interact with biological macromolecules in food could make the detection of mycotoxins less accurate, potentially leading to the underestimation of the total exposure risk. Interactions of the mycotoxins alternariol (AOH) and alternariol monomethyl ether (AME) with high-molecular glutenin were explored in this study.
    RESULTS: The recovery rates of AOH and AME (1, 2, and 10 μg kg-1) in three types of grains (rice, corn, and wheat) were relatively low. Molecular dynamics (MD) simulations indicated that AOH and AME bound to glutenin spontaneously. Hydrogen bonds and π-π stacking were the primary interaction forces at the binding sites. Alternariol with one additional hydroxyl group exhibited stronger binding affinity to glutenin than AME when analyzing average local ionization energy. The average interaction energy between AOH and glutenin was -80.68 KJ mol-1, whereas that of AME was -67.11 KJ mol-1.
    CONCLUSIONS: This study revealed the mechanisms of the interactions between AOH (or AME) and high-molecular glutenin using MD and molecular docking. This could be useful in the development of effective methods to detect pollution levels. These results could also play an important role in the evaluation of the toxicological properties of bound altertoxins. © 2024 Society of Chemical Industry.
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  • 文章类型: Journal Article
    为了应对SARS-CoV-2和未来可能更强的病毒带来的持续挑战,开发有效的方法来制造图案化石墨烯(PG)和其他精确功能产品已成为新的研究前沿。在这里,我们将“棋盘”石墨烯(CG)和剥离石墨烯(SG)建模为PG的代表,并通过分子动力学模拟研究了它们与靶蛋白(Mpro)的相互作用机制。结合强度和均方根偏差值的计算结果表明,PG是一个有效的吸附平台,固定化,以及Mpro的毁灭.具体来说,CG被发现促进Mpro活动口袋的破坏,但是“棋盘格”氧化区域的存在抑制了Mpro的吸附。同时,SG可以有效地将Mpro限制在非氧化条带内,并增强其结合强度,但并不能很好地破坏活跃的口袋。我们的工作不仅阐明了PG的生物学效应,但也为它们在抗击SARS-CoV-2中的针对性和精确利用提供了指导。
    To address the ongoing challenges posed by the SARS-CoV-2 and potentially stronger viruses in the future, the development of effective methods to fabricate patterned graphene (PG) and other precisely functional products has become a new research frontier. Herein, we modeled the \"checkerboard\" graphene (CG) and stripped graphene (SG) as representatives of PG, and studied their interaction mechanism with the target protein (Mpro) by molecular dynamics simulation. The calculation results on the binding strength and the root mean square deviation values of the active pocket revealed that PG is an effective platform for adsorption, immobilization, and destruction of Mpro. Specifically, CG is found to promote disruption of the active pocket for Mpro, but the presence of \"checkerboard\" oxidized regions inhibits the adsorption of Mpro. Meanwhile, the SG can effectively confine Mpro within the non-oxidized strips and enhances their binding strength, but doesn\'t play well on disrupting the active pocket. Our work not only elucidates the biological effects of PGs, but also provides guidance for their targeted and precise utilization in combating the SARS-CoV-2.
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  • 文章类型: Journal Article
    在这项工作中,HTR+算法,HTR算法的扩展,被开发用于识别天然气水合物类型,笼式结构,和多晶结构内的晶界(GBs)。利用多晶水合物的分子动力学(MD)轨迹,HTR+算法在识别SI时的准确性得到了验证,sII和sH水合物类型,水合物颗粒,和多水合物多晶中的GBs,以及GB的笼形笼。此外,在水合物成核和生长过程中,笼形笼,水合物类型,准确识别水合物颗粒和冰结构。重要的是,该算法效率高,特别是对于大型水合物系统。HTR+算法成为识别天然气水合物微观/介观结构的有力工具,深入了解天然气水合物的形成机理和性质。 .
    In this work, the hierarchical topology ring (HTR+) algorithm, an extension of the HTR algorithm, was developed for identifying gas hydrate types, cage structures, and grain boundaries (GBs) within polycrystalline structures. Utilizing molecular dynamics trajectories of polycrystalline hydrates, the accuracy of the HTR+ algorithm is validated in identifying sI, sII and sH hydrate types, hydrate grains, and GBs in multi-hydrate polycrystals, as well as clathrate cages at GBs. Additionally, during the hydrate nucleation and growth processes, clathrate cages, hydrate type, hydrate grains and ice structures are accurately recognized. Significantly, this algorithm demonstrates high efficiency, particularly for large hydrate systems. HTR+ algorithm emerges a powerful tool for identifying micro/mesoscopic structures of gas hydrates, enabling an in-depth understanding of the formation mechanisms and properties of gas hydrates.
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