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Zhao W, Zou W, Liu F, Zhou F, Altun NE. Molecular dynamics simulations of the solubility and conformation change of chitosan grafted polyacrylamide: Impact of grafting rate. J Mol Graph Model 2024; 126:108660. [PMID: 37956531 DOI: 10.1016/j.jmgm.2023.108660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 10/24/2023] [Accepted: 10/24/2023] [Indexed: 11/15/2023]
Abstract
Graft modification is an effective approach to improve the water solubility and molecular weight of chitosan. This work investigated the effect of grafting rate on water solubility of chitosan-grafted polyacrylamide (Chi-g-PAM) using molecular dynamics simulations. The intramolecular and intermolecular interaction between Chi-g-PAM with the grafting rate of 100%-250% and water together with the conformation change were analyzed by radial distribution function (RDF), radius of gyration, solvation free energy (ΔGSFE), mean square displacement, diffusion coefficient and shear viscosity. The results showed that the intramolecular hydrogen bonding of Chi-g-PAM was the dominant factor affecting its water solubility. While the grafting rate of Chi-g-PAM increased from 100% to 250%, the RDF of Chi-g-PAM decreased from 5.39 to 3.57 between O-H at 2.0 Å and 2.60 to 1.30 between N-H at 2.1 Å. The interaction between Chi-g-PAM and water increased with grafting rate as the absolute value of ΔGSFE for Chi-g-PAM increased from 432.917 kcal/mol to 858.749 kcal/mol. The solubility of Chi-g-PAM in acidic solution was much better than that of Chi-g-PAM in aqueous solution. Our work on the fundamental insights into the effect of grafted molecular structure of chitosan-based copolymer on its solubility will benefit the development of environmentally friendly chitosan-based flocculants.
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Affiliation(s)
- Wei Zhao
- State Key Laboratory of High-Efficient Mining and Safety of Metal Mines of Ministry of Education, University of Science and Technology Beijing, Beijing 100083, China; State Key Laboratory of Water Resource Protection and Utilization in Coal Mining, China
| | - Wenjie Zou
- State Key Laboratory of Water Resource Protection and Utilization in Coal Mining, China; School of Civil and Resources Engineering, University of Science and Technology Beijing, Beijing 100083, China.
| | - Fengyang Liu
- School of Civil and Resources Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Fang Zhou
- Key Laboratory for Green Chemical Process of Ministry of Education, Wuhan Institute of Technology, Wuhan, 430073, China
| | - N Emre Altun
- Middle East Technical University, Mining Engineering Department, Ankara, Turkey
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2
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Sharma V, Giammona M, Zubarev D, Tek A, Nugyuen K, Sundberg L, Congiu D, La YH. Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance. J Chem Inf Model 2023; 63:6998-7010. [PMID: 37948621 PMCID: PMC10685446 DOI: 10.1021/acs.jcim.3c01030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 10/21/2023] [Accepted: 10/24/2023] [Indexed: 11/12/2023]
Abstract
Advanced computational methods are being actively sought to address the challenges associated with the discovery and development of new combinatorial materials, such as formulations. A widely adopted approach involves domain-informed high-throughput screening of individual components that can be combined together to form a formulation. This manages to accelerate the discovery of new compounds for a target application but still leaves the process of identifying the right "formulation" from the shortlisted chemical space largely a laboratory experiment-driven process. We report a deep learning model, the Formulation Graph Convolution Network (F-GCN), that can map the structure-composition relationship of the formulation constituents to the property of liquid formulation as a whole. Multiple GCNs are assembled in parallel that featurize formulation constituents domain-intuitively on the fly. The resulting molecular descriptors are scaled based on the respective constituent's molar percentage in the formulation, followed by integration into a combined formulation descriptor that represents the complete formulation to an external learning architecture. The use case of the proposed formulation learning model is demonstrated for battery electrolytes by training and testing it on two exemplary data sets representing electrolyte formulations vs battery performance: one data set is sourced from the literature about Li/Cu half-cells, while the other is obtained by lab experiments related to lithium-iodide full-cell chemistry. The model is shown to predict performance metrics such as Coulombic efficiency (CE) and specific capacity of new electrolyte formulations with the lowest reported errors. The best-performing F-GCN model uses molecular descriptors derived from molecular graphs (GCNs) that are informed with HOMO-LUMO and electric moment properties of the molecules using a knowledge transfer technique.
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Affiliation(s)
- Vidushi Sharma
- IBM Almaden Research Center, 650 Harry Rd, San Jose, California 95120, United States
| | - Maxwell Giammona
- IBM Almaden Research Center, 650 Harry Rd, San Jose, California 95120, United States
| | - Dmitry Zubarev
- IBM Almaden Research Center, 650 Harry Rd, San Jose, California 95120, United States
| | - Andy Tek
- IBM Almaden Research Center, 650 Harry Rd, San Jose, California 95120, United States
| | - Khanh Nugyuen
- IBM Almaden Research Center, 650 Harry Rd, San Jose, California 95120, United States
| | - Linda Sundberg
- IBM Almaden Research Center, 650 Harry Rd, San Jose, California 95120, United States
| | - Daniele Congiu
- IBM Almaden Research Center, 650 Harry Rd, San Jose, California 95120, United States
| | - Young-Hye La
- IBM Almaden Research Center, 650 Harry Rd, San Jose, California 95120, United States
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3
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Feng X, Guo S, Wen F, Zhu W, Yang X, Gu M, Shi N, Li Z, Lou B, Liu D. New insight into desorption behavior and mechanism of oil from aged oil-contaminated soil in microemulsion. JOURNAL OF HAZARDOUS MATERIALS 2023; 451:131108. [PMID: 36913749 DOI: 10.1016/j.jhazmat.2023.131108] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 02/21/2023] [Accepted: 02/26/2023] [Indexed: 06/18/2023]
Abstract
The intractable nature of oil-contaminated soil (OS) constitutes the chief limiting factor for its remediation. Herein, the aging effect (i.e., oil-soil interactions and pore-scale effect) was investigated by analyzing the properties of aged OS and further demonstrated by investigating the desorption behavior of the oil from the OS. XPS was performed to detect the chemical environment of N, O, and Al, indicating the coordination adsorption of carbonyl groups (oil) on the soil surface. Alterations in the functional groups of the OS were detected using FT-IR, indicating that the oil-soil interactions were enhanced via wind-thermal aging. SEM and BET were used to analyze the structural morphology and pore-scale of the OS. The analysis revealed that aging promoted the development of the pore-scale effect in the OS. Moreover, the desorption behavior of oil molecules from the aged OS was investigated via desorption thermodynamics and kinetics. The desorption mechanism of the OS was elucidated via intraparticle diffusion kinetics. The desorption process of oil molecules underwent three stages: film diffusion, intraparticle diffusion, and surface desorption. Owing to the aging effect, the latter two stages constituted the major steps for controlling oil desorption. This mechanism provided theoretical guidance to apply microemulsion elution for remedying industrial OS.
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Affiliation(s)
- Xiaoning Feng
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Qingdao 266555, China
| | - Shuhai Guo
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang 110011, China
| | - Fushan Wen
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Qingdao 266555, China
| | - Wei Zhu
- Sinopec Petroleum Engineering Co., Ltd., Dongying 257026, China
| | - Xiujie Yang
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Qingdao 266555, China.
| | - Meixia Gu
- Sinopec Petroleum Engineering Co., Ltd., Dongying 257026, China
| | - Nan Shi
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Qingdao 266555, China.
| | - Zhiheng Li
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Qingdao 266555, China
| | - Bin Lou
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Qingdao 266555, China
| | - Dong Liu
- State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Qingdao 266555, China.
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Solid-liquid phase equilibrium for the hexamethylenetetramine–NH4Cl–H2O system: Solubility determination, model correlation and molecular simulation. Chem Phys Lett 2023. [DOI: 10.1016/j.cplett.2023.140393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
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5
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Nie F, Wang KZ, Yan D. Supramolecular glasses with color-tunable circularly polarized afterglow through evaporation-induced self-assembly of chiral metal-organic complexes. Nat Commun 2023; 14:1654. [PMID: 36964159 PMCID: PMC10039082 DOI: 10.1038/s41467-023-37331-0] [Citation(s) in RCA: 39] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 03/11/2023] [Indexed: 03/26/2023] Open
Abstract
The fabrication of chiral molecules into macroscopic systems has many valuable applications, especially in the fields of optical displays, data encryption, information storage, and so on. Here, we design and prepare a serious of supramolecular glasses (SGs) based on Zn-L-Histidine complexes, via an evaporation-induced self-assembly (EISA) strategy. Metal-ligand interactions between the zinc(II) ion and chiral L-Histidine endow the SGs with interesting circularly polarized afterglow (CPA). Multicolored CPA emissions from blue to red with dissymmetry factor as high as 9.5 × 10-3 and excited-state lifetime up to 356.7 ms are achieved under ambient conditions. Therefore, this work not only communicates the bulk SGs with wide-tunable afterglow and large circular polarization, but also provides an EISA method for the macroscopic self-assembly of chiral metal-organic hybrids toward photonic applications.
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Affiliation(s)
- Fei Nie
- Beijing Key Laboratory of Energy Conversion and Storage Materials, College of Chemistry, Key Laboratory of Radiopharmaceuticals, Ministry of Education, Beijing Normal University, Beijing, 100875, P. R. China
| | - Ke-Zhi Wang
- Beijing Key Laboratory of Energy Conversion and Storage Materials, College of Chemistry, Key Laboratory of Radiopharmaceuticals, Ministry of Education, Beijing Normal University, Beijing, 100875, P. R. China
| | - Dongpeng Yan
- Beijing Key Laboratory of Energy Conversion and Storage Materials, College of Chemistry, Key Laboratory of Radiopharmaceuticals, Ministry of Education, Beijing Normal University, Beijing, 100875, P. R. China.
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6
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Measuring Nintedanib Esylate Solubility in Binary Mixed Solvents: Molecular Dynamic Simulation, Solid-liquid Phase Equilibrium and Thermodynamic Analysis. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.121064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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7
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Zhang J, Li X, Ji S, Zhuo L, Lan P, Hao L, Liao Y. Solid–liquid phase equilibrium of mycophenolic acid in 14 mono-solvents: Measurements, correlation, solvent effect and molecular simulation. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.120240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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8
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Cao Y, Zhang J, Wan X, Jia S, Zhang G, Zhou Z, Wu S. Effects of intermolecular interactions and solvent properties on the solid-liquid phase equilibrium of isosorbide 5-mononitrate. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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9
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Huang L, Li X, Han R, Li Y, Xu L, Zeng Z, Wu K. Solubility measurement, correlation and mixing properties of thioacetamide in fifteen pure solvents. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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10
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Cao Z, Wang Z, Gao F, Zhu L, Sha J, Li Y, Li T, Ren B. Thermodynamic analysis and molecular dynamic simulation of the solubility of risperidone (form I) in the pure and binary solvents. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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11
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Solubility, Hansen solubility parameter, molecular simulation and thermodynamic analysis of N-methyl-3,4,5-trinitropyrazole at various temperatures. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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12
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Ma J, Huang J, Cao Z, Sha J, Sun R, He H, Wan Y, Li Y, Li T, Ren B. Solubility measurement and thermodynamic properties of Nintedanib Esylate Hemihydrate in pure solvents. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.118624] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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13
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dl-isoprenaline hydrochloride solubility in four binary solvents at saturation: Thermodynamic analysis, Hansen solubility parameters and molecular simulation. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.118066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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14
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Chong Y, Liu Q, Wang Z, Zhu L, Guo F, Li Y, Li T, Ren B. Solubility, MD simulation, thermodynamic properties and solvent effect of perphenazine (Form I) in eleven neat organic solvents ranged from 278.15 K to 318.15 K. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.118184] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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15
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Machine learning-based solubility prediction and methodology evaluation of active pharmaceutical ingredients in industrial crystallization. Front Chem Sci Eng 2021. [DOI: 10.1007/s11705-021-2083-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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16
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Zhang Q, Li A, Yan Y, Wu Y, Zhang X. Systematic thermodynamic analysis of apremilast polymorphs via solubility measurement with modeling: Mechanism evaluation through molecular simulation. Eur J Pharm Sci 2021; 165:105958. [PMID: 34314840 DOI: 10.1016/j.ejps.2021.105958] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 06/28/2021] [Accepted: 07/23/2021] [Indexed: 11/25/2022]
Abstract
The polymorphism of apremilast has been investigated. Two polymorphs have been identified and characterized by differential scanning calorimeter, fourier transform infrared spectroscopy, and powder X-ray diffractometer. Solubilities of apremilast forms B and E in three binary solvents of methanol-water, acetonitrile-water, and acetonitrile-methanol have been measured using the static method at a temperature ranging from 288.15 K to 328.15 K under standard atmospheric pressure. Subsequently, the solubility data have been analyzed using the Wilson, NRTL, and UNIQUAC thermodynamic models, respectively. Furthermore, the Gibbs energy of solution and the radial distribution function have been calculated using the molecular simulation method to evaluate the dissolution mechanism. The Gibbs energy of solution reveals that the rank of solute-solvent interaction correlated well with solubility order in binary solvent mixtures, and the radial distribution function indicates that weakening of solvent-solvent interaction led to an increase in solubility.
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Affiliation(s)
- Qi Zhang
- State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Ang Li
- State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Yizhen Yan
- State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Yanyang Wu
- State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Xiangyang Zhang
- State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, China
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17
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Solubility measurement, molecular simulation and thermodynamic analysis of guanidine hydrochloride in eleven neat solvents. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116468] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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18
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Cui Z, Zhao Z, Yao L, Hu Y. Determination and analysis of solubility of brassinolide in different solvent systems at different temperatures (T = 278.15–323.15 K). J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.117316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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19
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Wang G, Liu Y, Liu M, Liu Y, Gong J, Li H, Yin H, Wu S. The competition between solvent–solvent and solute–solvent act on the nucleation process of 4-(methylsulfonyl)benzaldehyde. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116391] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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20
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Ma Y, Li Z, Shi P, Lin J, Gao Z, Yao M, Chen M, Wang J, Wu S, Gong J. Enhancing continuous reactive crystallization of lithium carbonate in multistage mixed suspension mixed product removal crystallizers with pulsed ultrasound. ULTRASONICS SONOCHEMISTRY 2021; 77:105698. [PMID: 34375944 PMCID: PMC8358474 DOI: 10.1016/j.ultsonch.2021.105698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 07/22/2021] [Accepted: 07/26/2021] [Indexed: 06/13/2023]
Abstract
In this work, pulsed ultrasound was used to facilitate steady-state reactive crystallization and increase the final yield and productivity of lithium carbonate in continuously operated single and multistage mixed suspension mixed product removal (MSMPR) crystallizers. Experimental analyses of the stirred tank MSMPR cascade were performed to investigate the effects of ultrasound field, residence time and temperature which contributed to the steady-state yield, crystal size distribution and crystal morphology. The results show that pulsed ultrasound can not only significantly enhance the reaction rate, but also help to improve the particle size distribution and the crystal habit. Subsequently, a population balance model was developed and applied to estimate the final yield of the continuous process of the lithium bicarbonate thermal decomposition reaction coupling lithium carbonate crystallization. The consistency of the final yield between the experiments and the simulations proved the reliability of the established model. Through the experimental and simulation analyses, it is demonstrated that the use of pulsed ultrasound, higher final stage temperature, MSMPR cascade design and appropriate residence time help to achieve higher yield and productivity. Furtherly, based on the conclusion drawn, pulsed ultrasound enhanced three-stage MSMPR cascaded lithium carbonate continuous crystallization processes were designed, and the maximum productivity of 44.0 g/h was obtained experimentally.
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Affiliation(s)
- Yiming Ma
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Zhixu Li
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Peng Shi
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Jiawei Lin
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Zhenguo Gao
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Menghui Yao
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Mingyang Chen
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Jingkang Wang
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Songgu Wu
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China
| | - Junbo Gong
- School of Chemical Engineering and Technology, State Key Laboratory of Chemical Engineering, Tianjin University, Tianjin 300072, People's Republic of China; The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin, Tianjin 300072, People's Republic of China.
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21
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Huang C, Fang Y, Wang J, Leng Y. Ternary solid–liquid phase equilibrium and phase diagram for DL-malic acid+fumaric acid+water system and molecular simulation. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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22
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Cui Z, Yao L, Ye J, Wang Z, Hu Y. Solubility measurement and thermodynamic modelling of curcumin in twelve pure solvents and three binary solvents at different temperature (T = 278.15–323.15 K). J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116795] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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23
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Sha J, Hu K, Li T, Cao Z, Wan Y, Sun R, He H, Jiang G, Li Y, Li T, Ren B. Solubility determination, model correlation, solvent effect, molecular simulation and thermodynamic properties of flutamide in eleven pure solvents at different temperatures. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115559] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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24
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Yan H, Liu Y, Peng H, Li J, Chen M, Gong J. Revealing dissolution behavior of o-methoxybenzoic acid in twelve pure solvents using thermodynamic analysis and molecular simulation. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.116242] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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25
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Solubility determination, model evaluation, Hansen solubility parameter, molecular simulation and thermodynamic properties of benflumetol in four binary solvent mixtures from 278.15 K to 323.15 K. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115867] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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26
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Uncovering the solid-liquid equilibrium behavior of 6-Chloronicotinic acid in eleven pure solvents by thermodynamic analysis and molecular dynamic simulation. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115757] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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27
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Feng S, Yao M, Guo S, Liu Y, Peng H, Ma Y, Shi P, Gong J, Chen M. Understanding the solid-liquid phase equilibrium of 3,5-dimethoxybenzoic acid in thirteen pure solvents by thermodynamic analysis and molecular simulation. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115882] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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28
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Sun R, Wen Y, He H, Yuan L, Wan Y, Sha J, Dong J, Li Y, Li T, Ren B. Uridine in twelve pure solvents: Equilibrium solubility, thermodynamic analysis and molecular simulation. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115663] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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29
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Sha J, Fan D, Zhang J, Cao Z, Wan Y, Sun R, He H, Jiang G, Li Y, Li T, Ren B. Solid-liquid phase equilibrium of nimesulide (Form I) in twelve mono-solvents: Solubility determination, molecular dynamic simulation, solvent effect, model correlation and thermodynamic analysis. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115480] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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30
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Li A, Si Z, Yan Y, Zhang X. Solubility and thermodynamic properties of hydrate lenalidomide in phosphoric acid solution. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.115446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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31
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He H, Sha J, Wan Y, Sun R, Jiang G, Li Y, Li T, Ren B. Solid-liquid phase equilibrium of naphazoline hydrochloride in eleven neat solvents: Determination, solvent effect, molecular simulation and thermodynamic analysis. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2020.114748] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Li Z, Jia S, Gao Y, Wang M, Hong W, Gao Z, Gong J. Solid-liquid equilibrium behavior and thermodynamic analysis of p-aminobenzoic acid using experimental measurement and molecular dynamic simulation. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2020.114964] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Measurement and correlation of solubility data for atorvastatin calcium in pure and binary solvent systems from 293.15 K to 328.15 K. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2020.115124] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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He H, Sun R, Wan Y, Sha J, Yuan L, Jiang G, Li Y, Li T, Ren B. Solubility measurement, thermodynamic correlation and molecular dynamic simulation of naphazoline hydrochloride in four binary solvents. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2020.114632] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Solubility and solution thermodynamics of isobutyramide in 15 pure solvents at temperatures from 273.15 to 324.75 K. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2020.113294] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Sui J, Luo Y, Zhai J, Fan F, Zhang L, Lu J, Zhu X. Solubility measurement, model evaluation and molecular simulations of aprepitant (form I) in eight pure solvents. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2020.112723] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Wang M, Liu Y, Du S, Zhao Y, Liu S, Zhou L, Wu S. Determining the solubility and understanding the solid-liquid equilibrium behavior of cyhalothric acid in eleven pure solvents. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2019.112365] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Zhao G, Deng Z, Yang W, Li F, Wang L, Song Y, Zhao X, Sheng H, Hu Y. Solubility and thermodynamic parameters of 5-Fluoro-2-oxindole in nine pure solvents and binary solvent mixtures at T = (278.15–323.15) K. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2019.112015] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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40
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Uncover the effect of solvent on dissolution behavior of dimethylaminomicheliolide fumarate salt. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.111448] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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41
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Zhao S, Ma Y, Tang W. Thermodynamic analysis and molecular dynamic simulation of solid-liquid phase equilibrium of griseofulvin in three binary solvent systems. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.111600] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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42
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Experimental determination and prediction of the solubility of alpha-(trichloromethyl) benzyl acetate in monosolvents and binary mixed solvents. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.111633] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Shen Y, Zong S, Dang L, Wei H. Solubility and thermodynamics of probenecid-4,4′-azopyridine cocrystal in pure and binary solvents. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.111195] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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44
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Zhao P, Wang L, Han D, Bao Y, Xie C, Guo M, Teng R. Experimental and Molecular Simulation Studies of the Attachment Behavior of Photoinitiator XBPO Crystals in Different Solvents. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:9308-9317. [PMID: 31268334 DOI: 10.1021/acs.langmuir.9b00909] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The aggregation of crystals is a common phenomenon during the crystallization process. However, the formation mechanism of the aggregates remains elusive. In this work, we combine experiments with molecular simulations to investigate the attachment behavior of an organic compound photoinitiator bis(2,4,6-trimethylbenzoyl)phenylphosphine oxide (XBPO) in different solvents. The simulation results were highly in line with the experimental results. The results indicate that the aggregation behavior occurs on the high-energy surface (1 0 0) and the attachment angle is 0° during the solvothermal process. Meanwhile, solvents play the critical role in the formation of aggregated particles. It was found that the solvents with high Kamlet-Taft dipolarity/polarizability can promote the aggregation behavior of photoinitiator XBPO crystals. Furthermore, a solvent-mediated growth mechanism assisted by "oriented attachment"-like and Ostwald ripening mechanisms was proposed to elucidate the growth and aggregation of particles. We anticipate that this study will provide a comprehensive understanding of the attachment behavior and be helpful to control the aggregation of crystals.
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Affiliation(s)
- Pei Zhao
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering , Tianjin University , Tianjin 300072 , China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin , Tianjin 300072 , China
| | - Liping Wang
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering , Tianjin University , Tianjin 300072 , China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin , Tianjin 300072 , China
| | - Dandan Han
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering , Tianjin University , Tianjin 300072 , China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin , Tianjin 300072 , China
| | - Ying Bao
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering , Tianjin University , Tianjin 300072 , China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin , Tianjin 300072 , China
- Tianjin Key Laboratory for Modern Drug Delivery and High Efficiency , Tianjin University , Tianjin , 300072 , People's Republic of China
| | - Chuang Xie
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering , Tianjin University , Tianjin 300072 , China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin , Tianjin 300072 , China
| | - Mingxia Guo
- Department of Chemical Engineering , Imperial College London, South Kensington Campus , London SW7 2AZ , U.K
| | - Rugang Teng
- School of Chemical Engineering and Technology and State Key Laboratory of Chemical Engineering , Tianjin University , Tianjin 300072 , China
- The Co-Innovation Center of Chemistry and Chemical Engineering of Tianjin , Tianjin 300072 , China
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Solid-liquid phase equilibrium and thermodynamic analysis of metal dithiolene complex: The case of zinc dibutyldithiocarbamate. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.04.039] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Uncovering the solubility behavior of vitamin B6 hydrochloride in three aqueous binary solvents by thermodynamic analysis and molecular dynamic simulation. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.03.082] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Yu Y, Gao X, Zang Z, Xu L, Liu G. Solid-liquid equilibrium for the ternary 2-naphthaldehyde + 2-methyl-1,4-naphthoquinone + ethanol system: Determination, correlation and molecular simulation. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.03.104] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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