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Corrigendum to “Narrowing the band gap of TiO2 by co-doping with Mn2+ and Co2+ for efficient photocatalytic degradation of enoxacin and its additional peroxidase like activity: A mechanistic approach” [J. Mol. Liquids 272 (2018) 403–412] “通过与Mn2+和Co2+共掺杂来缩小TiO2的带隙以有效光催化降解依诺沙星及其额外的过氧化物酶样活性:一种机制方法”的更正[J]。Mol. liquid 272 (2018) 403-412]
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-15 Epub Date: 2026-09-15 DOI: 10.1016/j.molliq.2026.129918
Murtaza Sayed, Aranda Arooj, Noor S. Shah, Javed Ali Khan, Luqman Ali Shah, Faiza Rehman, Hamidreza Arandiyan, Asad M. Khan, Abdur Rahman Khan
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引用次数: 0
Weak-flow induced dielectric axes rotation in dipolar suspensions 偶极悬浮液中弱流诱导的介电轴旋转
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-15 Epub Date: 2026-09-29 DOI: 10.1016/j.molliq.2026.129946
Pramodt Srinivasula
Conventional rheodielectric studies of dipolar suspensions primarily examine flow-induced variations in the principal permittivity components. In contrast, an asymptotic solution of the perturbed Fokker–Planck equation for orientable Brownian dipoles under weak flow predicts the emergence of off-diagonal permittivity components that are linear in the relative flow strength. For planar shear flow, these terms exceed the corresponding higher-order diagonal corrections, leading to a rotation of the principal dielectric axes. This previously unrecognized rheodielectric response motivates future experimental validation and suggests new possibilities for flow-controlled dielectric and rheo-optic functionalities.
偶极悬浮液的常规流变介电研究主要检查主要介电常数成分的流动引起的变化。相反,弱流动下可定向布朗偶极子的扰动Fokker-Planck方程的渐近解预测了相对流动强度线性的非对角介电常数分量的出现。对于平面剪切流,这些项超过了相应的高阶对角线修正,导致主介电轴的旋转。这种以前未被认识到的流变介质响应激发了未来的实验验证,并为流动控制的介电和流变光学功能提供了新的可能性。
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引用次数: 0
Phosphonomethylated chitosan oligomers: synthesis, characterization, and performance as green inorganic scale inhibitors 磷甲基化壳聚糖低聚物:绿色无机阻垢剂的合成、表征及性能
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-15 Epub Date: 2026-10-01 DOI: 10.1016/j.molliq.2026.129953
Vinicius Carneiro Ferraz, Sophia Assunção de Castro Rocha, Luminita Marin, Elizabete Fernandes Lucas
One of the main operational challenges in the oil industry is the formation of inorganic scales, which can lead to significant economic losses. Synthetic chemical additives are already used to control scale formation, and their efficiency is related to their chemical structure and molar mass. However, there is a growing demand for efficient and environmentally friendly scale inhibitors. This work aimed to modify and characterize chitosan, as well as evaluate its performance as an inorganic scale inhibitor. For this purpose, chitosan was oxidatively degraded using sodium nitrite to obtain samples with different molar masses and subsequently modified by phosphonomethylation. The samples were characterized using spectroscopic, thermal, and viscometric techniques. Solubility tests were conducted as a function of pH (1−10). Static performance tests using carbonate and sulfate containing brines were carried out at two temperature conditions to evaluate inhibitory efficiency. Scanning electron microscopy analyses were performed on the precipitates generated during the static tests. A significant reduction in chitosan molar mass was achieved without altering its backbone structure. The characterization analyses provided evidence for the possible occurrence of phosphonomethylation, resulting in increased solubility over a broad pH range. The modified chitosan samples exhibited inhibitory efficiency, with the best performance at 90 °C observed for the oxidatively degraded sample treated with approximately 5.4 v/v% sodium nitrite for 3 h and subsequently phosphonomethylated. Morphological analyses indicated modification of the crystal surface and possible inhibition of nucleation sites. The combination of oxidative degradation and phosphonomethylation proved to be a promising strategy for developing efficient and environmentally friendly inorganic scale inhibitors.
石油行业的主要作业挑战之一是无机结垢的形成,这可能会导致重大的经济损失。合成化学添加剂已用于控制结垢的形成,其效率与其化学结构和摩尔质量有关。然而,对高效环保型阻垢剂的需求日益增长。本工作旨在对壳聚糖进行改性和表征,并评价其作为无机阻垢剂的性能。为此,用亚硝酸钠氧化降解壳聚糖,得到不同摩尔质量的样品,然后进行磷甲基化修饰。用光谱、热、粘度等技术对样品进行了表征。溶解度测试作为pH(1−10)的函数进行。用含碳酸盐和硫酸盐的盐水在两种温度条件下进行了静态性能测试,以评估抑制效果。对静态试验中产生的析出物进行了扫描电镜分析。在不改变壳聚糖骨架结构的情况下,显著降低了壳聚糖的摩尔质量。表征分析为可能发生的磷酸亚甲基化提供了证据,导致在宽pH范围内的溶解度增加。改性后的壳聚糖样品表现出良好的抑制效果,在90°C时,对氧化降解的样品进行约5.4 v/v%的亚硝酸钠处理3 h后进行磷甲基化处理,效果最佳。形态学分析表明晶体表面发生了修饰,可能抑制了成核位点。氧化降解与磷酰甲基化相结合是开发高效环保型无机阻垢剂的有效途径。
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引用次数: 0
Interfacial and self-assembly controlled uptake of Bisphenol A in squalane-based dispersions: From micellar solubilization to mesophase confinement 角鲨烷分散体中双酚A的界面和自组装控制吸收:从胶束增溶到中间相约束
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-15 Epub Date: 2026-09-29 DOI: 10.1016/j.molliq.2026.129948
Samuel Guillot, Sandrine Delpeux, Aude Gagner, Cyrine Mejri, Hamidréza Ramézani, Fabienne Méducin, Louis Hennet
This study investigates the mechanisms governing Bisphenol A (BPA) uptake from water in squalane-based dispersed systems, deliberately chosen as a poor solvent for BPA to decouple bulk partitioning effects from interfacial and self-assembly-driven processes. The objective is to determine how formulation parameters control BPA localization across the different compartments of complex liquid systems. In the absence of lipids, interfacial tension measurements reveal that BPA exhibits interfacial activity at squalane-water interfaces at low emulsifier concentrations. However, this interfacial adsorption does not control the overall uptake. Instead, BPA uptake is primarily governed by the concentration-dependent self-assembly of the triblock copolymer F127 in the aqueous phase. Above the critical aggregation concentration, micelles dominate and act as the main uptake domains, as confirmed by kinetic measurements. Notably, identical uptake behavior is observed for F127 aqueous solutions and squalane-based emulsions when expressed as a function of emulsifier concentration, demonstrating that the presence of oil droplets does not introduce an additional uptake mechanism. A fundamentally different behavior emerges upon the introduction of monolinolein within the droplets, leading to the formation of internally structured L2 mesophases. This structural transition generates additional internal lipid-water interfaces and results in a marked enhancement of BPA uptake at constant emulsifier concentration. Small-angle X-ray scattering reveals that BPA incorporation induces measurable structural changes within the mesophase, indicating that BPA is not merely adsorbed but confined within the internal lipid-water architecture. Overall, this work demonstrates that BPA uptake in dispersed systems is governed by a transition from bulk micellar solubilization to confinement within internally structured interfaces. These findings provide a molecular-level understanding of solute partitioning in complex liquids and highlight the importance of designing hierarchical interfacial architectures.
本研究探讨了角鲨烷为基础的分散系统中双酚A (BPA)从水中吸收的机制,故意选择双酚A作为低溶剂来解耦界面和自组装驱动过程的体积分配效应。目的是确定配方参数如何控制复杂液体系统中不同隔间的双酚a定位。在没有脂类的情况下,界面张力测量显示,在低乳化剂浓度下,BPA在角鲨烷-水界面上表现出界面活性。然而,这种界面吸附并不控制总体吸收。相反,BPA的吸收主要是由三嵌段共聚物F127在水相中的浓度依赖的自组装控制的。在临界聚集浓度以上,胶束占主导地位,并作为主要摄取域,正如动力学测量所证实的那样。值得注意的是,当以乳化剂浓度的函数表示时,F127水溶液和角鲨烷基乳剂的摄取行为相同,这表明油滴的存在不会引入额外的摄取机制。在液滴中引入单油苷后,一种完全不同的行为出现,导致内部结构L2中间相的形成。这种结构转变产生了额外的内部脂水界面,并导致在恒定乳化剂浓度下BPA摄取的显著增强。小角度x射线散射显示BPA的掺入在中间阶段引起了可测量的结构变化,表明BPA不仅被吸附,而且被限制在内部脂水结构中。总的来说,这项工作表明,分散系统中的双酚a吸收是由内部结构界面内从体胶束增溶到限制的过渡所控制的。这些发现提供了分子水平上对复杂液体中溶质分配的理解,并强调了设计分层界面结构的重要性。
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引用次数: 0
Surface modification of nanoscale zero-valent iron for controlled corrosion and enhanced anaerobic digestion: mechanisms, modification strategies, and future perspectives 纳米级零价铁的表面改性控制腐蚀和增强厌氧消化:机制,改性策略和未来展望
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-15 Epub Date: 2026-10-02 DOI: 10.1016/j.molliq.2026.129954
Ramadan Eljamal, Gulsum Yilmaz, Osama Eljamal
Nanoscale zero-valent iron (nZVI) has emerged as a promising nanomaterial for enhancing anaerobic digestion (AD) owing to its strong reducing capacity and potential to stimulate microbial activity. However, its effects on methane production remain inconsistent, with both enhanced and inhibited performance reported. These contradictory findings mainly arise from the uncontrolled corrosion of bare nZVI, which causes the rapid release of electrons, Fe2+/Fe3+, hydrogen, and reactive oxygen species, together with nanoparticle aggregation and surface passivation. Surface modification has therefore emerged as an effective strategy for regulating nZVI corrosion. To the best of our knowledge, this is the first review to specifically examine surface modification of nZVI as a strategy for controlled corrosion and enhanced AD performance. The review evaluates carbon-supported materials, polymer coatings, inorganic shells, transition-metal modifications, and bio-inspired surface engineering. Particular attention is given to how surface properties, including dispersion, surface accessibility, coating permeability, conductivity, and coating thickness, influence corrosion kinetics, electron release, microbial interactions, and methane production. Individual studies have reported substantial improvements in methane production following the application of surface-modified nZVI, including a 120% increase under semi-continuous operation. These improvements were associated with enhanced microbial interactions, regulated electron transfer and redox processes, and improved substrate degradation. Finally, future research priorities are discussed, including adaptive dosing, multifunctional surface coatings, green synthesis, predictive corrosion engineering, and techno-economic and environmental assessments. Overall, controlled corrosion is proposed as a central design principle for developing stable, efficient, and sustainable surface-modified nZVI systems for AD.
纳米级零价铁(nZVI)由于其强大的还原能力和刺激微生物活性的潜力而成为一种有前途的促进厌氧消化(AD)的纳米材料。然而,其对甲烷产量的影响仍然不一致,有报道称其提高了甲烷产量,也有报道称其抑制了甲烷产量。这些矛盾的发现主要是由于裸露的nZVI的不受控制的腐蚀,导致电子、Fe2+/Fe3+、氢和活性氧的快速释放,以及纳米颗粒聚集和表面钝化。因此,表面改性已成为调节nZVI腐蚀的有效策略。据我们所知,这是第一次专门研究nZVI表面改性作为控制腐蚀和提高AD性能的策略。该综述评估了碳支撑材料、聚合物涂层、无机外壳、过渡金属改性和仿生表面工程。特别关注表面性质,包括分散性、表面可及性、涂层渗透率、电导率和涂层厚度,如何影响腐蚀动力学、电子释放、微生物相互作用和甲烷产量。个别研究表明,在应用表面改性的nZVI后,甲烷产量有了实质性的提高,在半连续作业下,甲烷产量增加了120%。这些改进与增强的微生物相互作用、调节的电子转移和氧化还原过程以及改善的底物降解有关。最后,讨论了未来的研究重点,包括自适应剂量、多功能表面涂层、绿色合成、预测腐蚀工程以及技术经济和环境评估。总的来说,控制腐蚀被认为是开发稳定、高效和可持续的用于AD的表面改性nZVI系统的核心设计原则。
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引用次数: 0
Role of interfacial elasticity (E′) as an indicator for the foam characteristics of plant proteins 界面弹性(E′)对植物蛋白泡沫特性的指示作用
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-05-19 DOI: 10.1016/j.molliq.2026.129676
Mohammad Mahdi Assaf , Philippe Marchal , Florentin Michaux , Véronique Sadtler , Sophie Beaubier , Romain Kapel , Tayssir Hamieh , Thibault Roques-Carmes
This paper addresses the interfacial dilatational properties and foaming behavior of three plant protein isolates obtained from rapeseed, sunflower, and linseed meals, at concentrations ranging from 1 to 60 g/L. The goal of this study was to highlight the link and the correlations between the interfacial storage elasticity modulus (E′) and foaming properties through both experimental values and statistical methods. The nature and the concentration of proteins have a strong impact on the interfacial and foam properties. Rapeseed albumin isolate exhibits improved properties with increasing protein concentration, displaying higher interfacial dilatational elasticity and leading to the higher foamability, foam elastic modulus G′Foam, and moderate foam stability. In contrast, linseed and sunflower protein isolates behave differently. Both show an enhancement in interfacial elasticity and foam properties up to a critical concentration, which indicates the presence of protein aggregates. This induces an antifoaming effect rather than foam stabilization, leading to a simultaneous decrease in the elastic interfacial modulus and inhibition of the foam characteristics. A clear correlation between E′ and several foam properties, including foamability, foam elastic modulus, half-life stability t1/2, and the foam stability after 1 h, was highlighted. The relationships are statistically significant with p-values substantially lower than 0.05. Positive correlations are confirmed between E′ and all the foam properties, indicating that the enhancement of E′ induces better foam properties.
本文研究了从油菜籽、葵花籽和亚麻籽粕中分离得到的三种植物蛋白在浓度范围为1至60 g/L时的界面膨胀特性和发泡行为。本研究的目的是通过实验值和统计方法来突出界面存储弹性模量(E ')与发泡性能之间的联系和相关性。蛋白质的性质和浓度对界面和泡沫性能有很大的影响。油菜籽分离蛋白的性能随着蛋白浓度的增加而改善,表现出较高的界面膨胀弹性,具有较高的发泡性、泡沫弹性模量G 'Foam和中等的泡沫稳定性。相比之下,亚麻籽和向日葵分离蛋白表现不同。两者都表现出界面弹性和泡沫性能的增强,达到临界浓度,这表明存在蛋白质聚集体。这导致消泡效果,而不是泡沫稳定,导致弹性界面模量的同时降低和泡沫特性的抑制。E′与泡沫性能、泡沫弹性模量、半衰期稳定性t1/2和1 h后的泡沫稳定性之间存在明显的相关性。相关性有统计学意义,p值显著小于0.05。E′与各项泡沫性能均呈正相关,表明E′的增强导致泡沫性能的改善。
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引用次数: 0
Analysis of solvent effects on the Cu-catalyzed azide-alkyne cycloaddition reaction via three-dimensional reference interaction site model self-consistent field method and solvation free energy decomposition 利用三维参考相互作用位点模型自洽场法和溶剂化自由能分解法分析cu催化叠氮化物-炔环加成反应中的溶剂效应
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-04-15 Epub Date: 2026-02-04 DOI: 10.1016/j.molliq.2026.129355
Hikaru Oshimo , Yuki Nukumi , Leonardo Sabattini , Kanami Sugiyama , Hirofumi Sato , Masahiro Higashi
The reaction rate of the Cu-catalyzed azide-alkyne cycloaddition (CuAAC) exhibits a unique solvent dependence that cannot be rationalized by solvent polarity alone; the reaction proceeds faster in glycerol, followed by water, and then CH2Cl2. In the present study, this characteristic solvent dependence is elucidated in detail using the three-dimensional reference interaction site model self-consistent field (3D-RISM-SCF) method, which combines quantum chemical calculation of the solute and statistical mechanical description of the solvent molecules. It is found that the calculated free energy profiles in the three solvents are consistent with the experimental results. A decomposition analysis of the relative solvation free energy in the rate-determining step reveals that the energetic contribution arising from solute-solvent electrostatic interactions is substantial in water, whereas the entropic contribution caused by associative reaction plays a dominant role in glycerol. The latter attenuates the destabilization of solute electronic energy, resulting in the greatest stabilization of the transition state in glycerol.
cu催化叠氮化物-炔环加成(CuAAC)的反应速率表现出独特的溶剂依赖性,不能仅用溶剂极性来解释;反应在甘油中进行得更快,其次是水,然后是CH2Cl2。在本研究中,使用三维参考相互作用位点模型自洽场(3D-RISM-SCF)方法详细阐明了这种特征的溶剂依赖性,该方法结合了溶质的量子化学计算和溶剂分子的统计力学描述。计算得到的三种溶剂的自由能分布与实验结果一致。在速率决定步骤中对相对溶剂化自由能的分解分析表明,溶质-溶剂静电相互作用产生的能量贡献在水中是相当大的,而在甘油中由缔合反应引起的熵贡献起主导作用。后者减弱了溶质电子能量的不稳定性,导致甘油中过渡态的最大稳定。
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引用次数: 0
Monte-Carlo and Fundamental Measure Theory Insights into Structure of Ultra-Multicomponent Hard-Sphere Fluid Mixtures in Highly Confined Environments and Effective Interaction 蒙特卡罗和基本测量理论对高受限环境下超多组分硬球流体混合物结构和有效相互作用的见解
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-04-15 Epub Date: 2026-02-10 DOI: 10.1016/j.molliq.2026.129361
Shiqi Zhou, Qianqian Wang
Study of multi-component hard-sphere fluid behaviour in confined environments represents a fundamental problem in statistical mechanics and condensed matter physics, where accurately describing particle distributions near solid surfaces and effective interactions between surfaces are crucial for understanding phenomena such as wetting, adsorption, and programmable assembly. This study employs Grand Canonical Monte Carlo simulations to re-examine accuracy of Fundamental Measure Theory in ultra-multicomponent (up to seven components) hard-sphere fluid mixtures, circumventing the limitations of softened potential approximation and ensemble mismatch inherent in prior molecular dynamics studies. We systematically investigated density distributions of three- to seven-component hard-sphere fluid mixtures confined between hard and soft walls, and calculated effective interactions between parallel hard plates. Results demonstrate that the White Bear approximation of the FMT consistently outperforms the Oleksy-Hansen dimensional crossover approximation across a wide range of packing fractions, with the agreement between theoretical predictions and simulation results validating the reliability of the FMT White Bear functional in ultra-multicomponent hard sphere fluids, while the Oleksy-Hansen functional shows unexpectedly diminished precision in low effective dimensionality scenarios—particularly at lower packing fractions where the crossover correction becomes dominated by smaller species rather than reflecting the true confinement experienced by large particles. Force curve analysis reveals the correspondence between oscillation characteristics and the diameter of the larger components, as well as the distortion effect of smaller particles on oscillation patterns. Solvation force studies reveal multiple repulsive potential barriers and wells (depending on the number of larger-sized components) when slit width becomes smaller than the maximum particle diameter, with barrier heights and well depths closely correlated with total packing fraction and mole fractions of the larger-sized components involved. These findings provide a theoretical foundation for designing smart colloidal systems with specific functionalities and suggest directions for improving fluid-state crossover functionals through additional constraints such as extra sum rules, tensorial contributions, or species-sensitive crossover diagnostics—offering significant application prospects in microfluidics, soft matter science, and advanced materials design.
密闭环境中多组分硬球流体行为的研究代表了统计力学和凝聚态物理中的一个基本问题,其中准确描述固体表面附近的颗粒分布以及表面之间的有效相互作用对于理解润湿,吸附和可编程组装等现象至关重要。本研究采用大规范蒙特卡罗模拟重新检验了基本测量理论在超多组分(多达7组分)硬球流体混合物中的准确性,绕过了先前分子动力学研究中固有的软化势近似和系集失配的局限性。系统地研究了三至七组分硬球流体混合物的密度分布,并计算了平行硬板之间的有效相互作用。结果表明,在广泛的填料分数范围内,FMT的White Bear近似始终优于Oleksy-Hansen维度交叉近似,理论预测和模拟结果之间的一致性验证了FMT White Bear功能在超多组分硬球流体中的可靠性。而Oleksy-Hansen泛函数在低有效维数情况下显示出意想不到的精度下降,特别是在较低的堆积分数下,交叉校正由较小的物种主导,而不是反映大颗粒所经历的真正限制。力曲线分析揭示了振荡特性与较大颗粒直径的对应关系,以及较小颗粒的畸变对振荡模式的影响。溶剂化力研究表明,当狭缝宽度小于最大颗粒直径时,存在多个排斥性势垒和井(取决于大尺寸组分的数量),势垒高度和井深与所涉及的大尺寸组分的总堆积分数和摩尔分数密切相关。这些发现为设计具有特定功能的智能胶体系统提供了理论基础,并为通过附加约束(如额外和规则、张量贡献或物种敏感交叉诊断)改进流体状态交叉功能提供了方向,在微流体、软物质科学和先进材料设计中提供了重要的应用前景。
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引用次数: 0
Effects of alcohols and diols on the micellization and interfacial behavior of Solutol® HS15 in industrial formulation engineering 醇和二醇对工业配方工程中solutool®HS15胶束化和界面行为的影响
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-04-15 Epub Date: 2026-02-09 DOI: 10.1016/j.molliq.2026.129368
Kinjal Solanki , Deep Bhalani , Olga Yu. Milyaeva , Ketan Kuperkar , Sugam Kumar , Vinod K. Aswal , Sadafara A. Pillai
This study systematically investigates the influence of alcohols and diols of varying chain lengths on the micellization, structural characteristics, and interfacial behavior of the nonionic surfactant Solutol® HS15. Using a comprehensive experimental approach that integrates cloud point analysis, dynamic light scattering (DLS), small-angle neutron scattering (SANS), 1H-nuclear magnetic resonance (1H NMR) spectroscopy, and surface tensiometry, the work elucidates how the molecular structure, hydrophobicity, and hydrogen-bonding capability of these additives modulate micellar stability and morphology. Short-chain alcohols such as ethanol and propanol increase cloud point and reduce micellar size by enhancing hydration of polyoxyethylene segments, whereas mid- and long-chain alcohols, including butanol, isobutanol, hexanol, and octanol, penetrate the hydrophobic core, promoting micellar swelling and lowering cloud point through enhanced hydrophobic interactions. In contrast, diols exhibit strong stabilizing effects, forming extensive hydrogen bond networks with polyethylene glycol (PEG) units, thereby reducing micellar size, increasing cloud point, and significantly enhancing surface elasticity. Temperature further amplifies these trends, inducing a transition from spherical to prolate ellipsoidal micelles due to dehydration of PEG headgroups and an increase in the packing parameter. 1H NMR results confirm differential partitioning of alcohols and diols within the micellar environment, while surface tension and compression isotherms reveal synergistic interfacial structuring, particularly in diol-containing systems. Collectively, the findings provide molecular-level insights into how alcohol and diol cosolvents govern Solutol® HS15 self-assembly, offering a robust framework for designing surfactant-based formulations with optimized solubilization, stability, and interfacial properties for pharmaceutical, cosmetic, and industrial applications.
本研究系统地研究了不同链长的醇和二醇对非离子表面活性剂Solutol®HS15的胶束化、结构特性和界面行为的影响。采用云点分析、动态光散射(DLS)、小角中子散射(SANS)、1H核磁共振(1H NMR)光谱和表面张力测定等综合实验方法,阐明了这些添加剂的分子结构、疏水性和氢键能力如何调节胶束稳定性和形态。短链醇(如乙醇和丙醇)通过增强聚氧乙烯段的水化作用而增加云点并减小胶束大小,而中链和长链醇(包括丁醇、异丁醇、己醇和辛醇)通过增强疏水相互作用穿透疏水核心,促进胶束膨胀并降低云点。相比之下,二醇具有很强的稳定作用,与聚乙二醇(PEG)单元形成广泛的氢键网络,从而减小胶束尺寸,增加云点,并显着提高表面弹性。温度进一步放大了这些趋势,由于PEG头团的脱水和填料参数的增加,导致胶束从球形转变为长椭圆形。1H NMR结果证实了醇和二醇在胶束环境中的差异分配,而表面张力和压缩等温线显示了协同的界面结构,特别是在含二醇的体系中。总的来说,这些发现提供了分子水平上对醇和二醇共溶剂如何控制Solutol®HS15自组装的见解,为设计基于表面活性剂的配方提供了一个强大的框架,该配方具有优化的增溶性、稳定性和界面特性,适用于制药、化妆品和工业应用。
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引用次数: 0
Construction of a three-component thermophysical property surrogate model for RP-3 aviation kerosene via machine learning-augmented molecular dynamics 基于机器学习增强分子动力学的RP-3航空煤油三组分热物性替代模型构建
IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-04-15 Epub Date: 2026-02-05 DOI: 10.1016/j.molliq.2026.129336
Qiuhui Gong , Lingxian Liao , Yuyue Gao , Longhui Cheng , Haisheng Ren
RP-3 aviation kerosene features a highly complex composition. The use of representative surrogate fuels offers a viable alternative for the accurate prediction of key thermophysical parameters. In this study, a ternary mixture of n-dodecane, n-propylcyclohexane, and n-propylbenzene was formulated to create a high-fidelity thermophysical property surrogate model for RP-3 aviation kerosene via machine learning-augmented molecular dynamics (MD-ML) simulations. MD simulation accurately predicts the thermophysical properties of pure components and their three-component models, showing close agreement with experimental data in terms of density, thermal conductivity, and viscosity. Through Gaussian process regression (GPR) optimization, an optimal surrogate formulation was identified, consisting of 60.65 wt% n-dodecane, 29.03 wt% n-propylcyclohexane, and 10.32 wt% n-propylbenzene. This approach enables precise prediction of thermophysical properties for RP-3 kerosene, providing important theoretical frameworks and technical tools for advanced aviation fuel design and combustion performance analysis.
RP-3航空煤油具有高度复杂的成分。代表性替代燃料的使用为准确预测关键热物性参数提供了可行的替代方案。在本研究中,通过机器学习增强分子动力学(MD-ML)模拟,配制了正十二烷、正丙基环己烷和正丙苯的三元混合物,建立了RP-3航空煤油的高保真热物性替代模型。MD模拟准确地预测了纯组分及其三组分模型的热物理性质,在密度、导热系数和粘度方面与实验数据非常吻合。通过高斯过程回归(GPR)优化,确定了最佳代剂配方:60.65 wt%正十二烷、29.03 wt%正丙基环己烷、10.32 wt%正丙苯。该方法能够精确预测RP-3煤油的热物理性质,为先进航空燃料设计和燃烧性能分析提供重要的理论框架和技术工具。
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Journal of Molecular Liquids
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