39 results on '"Huai Sun"'
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2. A theoretical investigation on the hydrodesulphurisation mechanism of hydrogenated thiophene over Cu–Mo-modified FAU zeolite
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Suyang Li, Huai Sun, Yingxin Sun, Sheng Han, and Qianggen Li
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General Chemical Engineering ,Modeling and Simulation ,General Materials Science ,General Chemistry ,Condensed Matter Physics ,Information Systems - Abstract
We have theoretically investigated the hydrodesulphurisation (HDS) mechanism of hydrogenated thiophene over Cu–Mo-modified FAU zeolite using a two-layer ONIOM (our Own N-layered Integrated molecular Orbital and molecular Mechanics) study. The thiophene is hydrogenated to 2,3-dihydrothiophene (2,3-DHT), 2,5-dihydrothiophene (2,5-DHT) and tetrahydrothiophene (THT) due to moderate free energy barriers. Hydrogenolysis desulphurisation (HYD) and concerted direct desulphurisation (DDS) are discussed. Ring-opening, hydrogen transfer and C−S bond cleavage steps of thiophene derivatives are involved in the HYD process. The rate-determining steps are the hydrogen transfer step for 2,5-DHT and C−S bond cracking step for 2,3-DHT and THT. The concerted DDS pathway is probably more favourable than the HYD pathway in the desulphurisation of 2,5-DHT. The difference charge density (DCD) analysis reveals that for the ring-opening process, the electrons are migrated from the organic chain to the Cu–Mo catalytic centre. The reduced density gradient (RDG) plots indicate that both steric hindrance and a weak van der Waals (VDW) interaction exist between organic fragment and catalytic centre for all transition states (TSs). The localised orbital locator (LOL) maps suggest that there are strong covalent interactions and weak VDW interactions between the atoms in the forming chemical bonds.
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- 2022
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3. A comprehensive theoretical investigation on the thiophene hydrodesulphurisation mechanism over sulphided Co–Mo catalysts supported by ZSM-5, FAU, Beta and MCM-22 zeolites
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Jiabin Yin, Deping Xia, Huai Sun, Suyang Li, Yingxin Sun, Sheng Han, and Qianggen Li
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General Chemical Engineering ,Modeling and Simulation ,General Materials Science ,General Chemistry ,Condensed Matter Physics ,Information Systems - Abstract
We have theoretically studied the hydrodesulphurisation (HDS) mechanism of thiophene and its hydrogenated derivatives over sulphided Co–Mo catalysts supported by four zeolites (ZSM-5, FAU, Beta, MCM-22) by a two-layer ONIOM (our Own N-layered Integrated molecular Orbital and molecular Mechanics) method. Due to low energy barriers, the thiophene can be hydrogenated to 2,3-dihydrothiophene (2,3-DHT), 2,5-dihydrothiophene (2,5-DHT) and tetrahydrothiophene (THT). Direct desulphurisation (DDS) and hydrogenolysis desulphurisation (HYD) pathways were investigated in detail. The calculated results show that in DDS mechanism of thiophene, the rate-determining step is the C–S bond cleavage. In HYD mechanisms of 2,5-DHT, 2,3-DHT and THT, the rate-determining step is hydrogen transfer on ZSM-5, FAU and Beta zeolites except MCM-22 zeolite. The HYD of 2,3-DHT and THT should occur by the stepwise pathway. But for the 2,5-DHT, the concerted pathway is probably more favourable than the stepwise pathway. The reduced density gradient (RDG), differential charge density (DCD), and local orbital locator (LOL) maps show that for all transition states (TSs), there are complicated van der Waals (VDW) and electrostatic interactions between the organic fragment and the catalytic centre.
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- 2022
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4. A Comparative Study of Marginalized Graph Kernel and Message-Passing Neural Network
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Guang Lin, Yan Xiang, Huai Sun, and Yu-Hang Tang
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Graph kernel ,Theoretical computer science ,Artificial neural network ,Computer science ,General Chemical Engineering ,Message passing ,Bayes Theorem ,General Chemistry ,Library and Information Sciences ,Computer Science Applications ,symbols.namesake ,Similarity (network science) ,symbols ,Hybrid kernel ,Neural Networks, Computer ,Gaussian process - Abstract
This work proposes a state-of-the-art hybrid kernel to calculate molecular similarity. Combined with Gaussian process models, the performance of the hybrid kernel in predicting molecular properties is comparable to that of the directed message-passing neural network (D-MPNN). The hybrid kernel consists of a marginalized graph kernel (MGK) and a radial basis function (RBF) kernel that operate on molecular graphs and global molecular features, respectively. Bayesian optimization was used to obtain the optimal hyperparameters for both models. The comparisons are performed on 11 publicly available data sets. Our results show that their performances are similar, their prediction errors are correlated, and the ensemble predictions of the two models perform better than either of them. Through principal component analysis, we found that the molecular embeddings of the hybrid kernel and the D-MPNN are also similar. The advantage of D-MPNN lies in the computational efficiency and scalability of large-scale data, while the advantage of the graph kernel models lies in the accurate uncertainty quantification.
- Published
- 2021
5. Extension of TEAM Force-Field Database to Ionic Liquids
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Zheng Gong and Huai Sun
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Training set ,Database ,Chemistry ,General Chemical Engineering ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,computer.software_genre ,01 natural sciences ,Force field (chemistry) ,0104 chemical sciences ,chemistry.chemical_compound ,020401 chemical engineering ,Ionic liquid ,0204 chemical engineering ,computer - Abstract
The TEAM force-field database is extended to cover room-temperature ionic liquids (IL). The training set for parametrization includes 11 cations in five classes, imidazolium, pyridinium, pyrrolidin...
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- 2019
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6. Extracting the mechanisms and kinetic models of complex reactions from atomistic simulation data
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Joshua D. Deetz, Huai Sun, Yanze Wu, and Liang Wu
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Reaction mechanism ,Chemical reaction engineering ,Materials science ,010304 chemical physics ,General Chemistry ,010402 general chemistry ,01 natural sciences ,0104 chemical sciences ,Reaction rate ,Computational Mathematics ,Chemical species ,Reaction rate constant ,0103 physical sciences ,Elementary reaction ,ReaxFF ,Biological system ,Reduction (mathematics) - Abstract
Determining reaction mechanisms and kinetic models, which can be used for chemical reaction engineering and design, from atomistic simulation is highly challenging. In this study, we develop a novel methodology to solve this problem. Our approach has three components: (1) a procedure for precisely identifying chemical species and elementary reactions and statistically calculating the reaction rate constants; (2) a reduction method to simplify the complex reaction network into a skeletal network which can be used directly for kinetic modeling; and (3) a deterministic method for validating the derived full and skeletal kinetic models. The methodology is demonstrated by analyzing simulation data of hydrogen combustion. The full reaction network comprises 69 species and 256 reactions, which is reduced into a skeletal network of 9 species and 30 reactions. The kinetic models of both the full and skeletal networks represent the simulation data well. In addition, the essential elementary reactions and their rate constants agree favorably with those obtained experimentally. © 2019 Wiley Periodicals, Inc.
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- 2019
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7. Hierarchical MFI Zeolites with a Single‐Crystalline Sponge‐Like Mesostructure
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Lu Han, Peng Wu, Peng Luo, Yunjuan Zhang, Shunai Che, Hao Xu, and Huai Sun
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chemistry.chemical_classification ,Diffusion ,Organic Chemistry ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Catalysis ,0104 chemical sciences ,chemistry.chemical_compound ,chemistry ,Chemical engineering ,Specific surface area ,Ammonium ,0210 nano-technology ,Bifunctional ,Mesoporous material ,Single crystal ,Alkyl - Abstract
Single-crystalline sponge-like MFI mesoporous zeolites (SSMZs) have been synthesized by using bolaform surfactants with an axial chiral binaphthyl core in the hydrophobic tail and triquaternary ammonium head groups, as bifunctional organic structure-directing agents (OSDAs). By changing the length of alkyl chain between a triquaternary ammonium head group and a binaphthyl group from 4 to 10 carbons, SSMZs with high specific surface area (382-434 m2 g-1 ), abundant micropore-mesopore connectivity, and uniform mesopore diameter (4-10 nm) were obtained. OSDAs with an alkyl chain length of 11 and 12 carbons led to the formation of nanorod-constructed mesoporous MFI zeolites. A geometrical matching between the cylindrical arrangement of the binaphthyl groups and the zeolitic framework is speculated to be the key factor for the formation of mesoporous zeolites. The SSMZ zeolites, with abundant mesopores beneficial for the diffusion of reactants, exhibited significantly higher catalytic efficiencies than those of the conventional ZSM-5 with a microcrystal morphology (≈1.5 μm).
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- 2018
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8. Thiophene Derivative as a High Electrochemical Active Anode Material for Sodium-Ion Batteries: The Effect of Backbone Sulfur
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Xin-Yang Zhao, Kai-Xue Wang, Yu-Lin Bai, Chao Ma, Liang Wu, Jie Sheng Chen, Zhao Jin, Yu-Si Liu, and Huai Sun
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Materials science ,General Chemical Engineering ,Sodium ,Inorganic chemistry ,chemistry.chemical_element ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Electrochemistry ,01 natural sciences ,Sulfur ,0104 chemical sciences ,Anode ,Ion ,chemistry.chemical_compound ,chemistry ,Electrode ,Materials Chemistry ,Thiophene ,0210 nano-technology ,Derivative (chemistry) - Published
- 2018
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9. Predicting Thermodynamic Properties of Alkanes by High-Throughput Force Field Simulation and Machine Learning
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Huai Sun, Zheng Gong, Liang Wu, and Yanze Wu
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Accuracy and precision ,Materials science ,General Chemical Engineering ,New materials ,Process design ,Molecular Dynamics Simulation ,Library and Information Sciences ,010402 general chemistry ,01 natural sciences ,Force field (chemistry) ,Machine Learning ,Alkanes ,0103 physical sciences ,Vaporization ,Molecule ,Statistical physics ,010304 chemical physics ,Temperature ,Experimental data ,General Chemistry ,High-Throughput Screening Assays ,0104 chemical sciences ,Computer Science Applications ,Models, Chemical ,Thermodynamics ,Neural Networks, Computer - Abstract
Knowledge of the thermodynamic properties of molecules is essential for chemical process design and the development of new materials. Experimental measurements are often expensive and not environmentally friendly. In the past, studies using molecular simulations have focused on a specific class of molecules, owing to the lack of a consistent force field and simulation protocol. To solve this problem, we have developed a high-throughput force field simulation (HT-FFS) procedure by combining a recently developed general force field with a validated simulation protocol to calculate thermodynamic properties for large number of molecules. This procedure is applied to calculate liquid densities, heats of vaporization, heat capacities, vapor-liquid equilibrium curves, critical temperatures, critical densities and surface tensions for a wide range of alkanes. The predictions agree well with available experimental data in terms of accuracy and precision, demonstrating that HT-FFS is a valid approach to supplementing experimental measurements. Furthermore, the large amount of data generated by HT-FFS lays a foundation for machine learning. We have developed an artificial neural network that demonstrates the feasibility of expanding predictions beyond simulation using a machine learning model.
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- 2018
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10. A Coarse-Grained Force Field Parameterized for MgCl2 and CaCl2 Aqueous Solutions
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Zheng Gong and Huai Sun
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Aqueous solution ,010304 chemical physics ,Magnesium ,General Chemical Engineering ,Inorganic chemistry ,chemistry.chemical_element ,Thermodynamics ,General Chemistry ,Library and Information Sciences ,Calcium ,010402 general chemistry ,01 natural sciences ,Force field (chemistry) ,0104 chemical sciences ,Computer Science Applications ,Ion ,chemistry.chemical_compound ,chemistry ,0103 physical sciences ,Bennett acceptance ratio ,Sodium dodecyl sulfate ,Magnesium ion - Abstract
Calcium and magnesium ions play important roles in many physicochemical processes. To facilitate the investigation of phenomena related to these ions that occur over large length and time scales, a coarse-grained force field (CGFF) is developed for MgCl2 and CaCl2 aqueous solutions. The ions are modeled by CG beads with characteristics of hydration shells. To accurately describe the nonideal behavior of the solutions, osmotic coefficients in a wide range of concentrations were used as guidance for parametrization. The osmotic coefficients were obtained from the chemical potential increments of water calculated using the Bennett acceptance ratio (BAR) method. The result CGFF accurately reproduces experimental osmotic coefficients, densities, surface tensions, and cation–anion separations of calcium chloride and magnesium chloride solutions at molalities up to 3.0 mol/kg. As a preliminary application, the force field is applied to simulate aggregations of sodium dodecyl sulfate (SDS) in calcium chloride sol...
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- 2017
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11. All-atom and coarse-grained force fields for polydimethylsiloxane
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Huai Sun, Liang Wu, Fenglei Cao, and Hao Huang
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Quantitative Biology::Biomolecules ,Valence (chemistry) ,Polydimethylsiloxane ,General Chemical Engineering ,Anharmonicity ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Molecular physics ,Force field (chemistry) ,0104 chemical sciences ,Surface tension ,chemistry.chemical_compound ,Hildebrand solubility parameter ,chemistry ,Computational chemistry ,Modeling and Simulation ,Radius of gyration ,General Materials Science ,0210 nano-technology ,Glass transition ,Information Systems - Abstract
By combining the bottom-up and top-down approaches, we have developed a new all-atom (AA) force field from quantum mechanics and experimental data and a new coarse grained (CG) force field from AA simulation and experimental data, for polydimethylsiloxane (PDMS). The AA force field is developed based on the TEAM force field database. The CG force field uses a mapping rule that splits the connecting oxygen into neighbouring CG beads to maintain the charge neutrality of the beads, analytical functional forms including anharmonic terms in the valence terms, and the temperature-dependent free-energy functional form to describe the inter-bead interactions. Broad range of thermodynamic properties of PDMS including density, surface tension, solubility parameter, radius of gyration and glass transition temperature are calculated to validate the force fields, and good agreements with the experimental data are obtained.
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- 2017
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12. On accuracy of predicting densities and solubility parameters of polymers using atomistic simulations
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Liang Wu, Long Chen, and Huai Sun
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Materials science ,General Chemical Engineering ,Thermodynamics ,Molecular simulation ,02 engineering and technology ,010402 general chemistry ,01 natural sciences ,Force field (chemistry) ,chemistry.chemical_compound ,Molecular dynamics ,Computational chemistry ,General Materials Science ,chemistry.chemical_classification ,Quantitative Biology::Biomolecules ,General Chemistry ,Polymer ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,0104 chemical sciences ,Condensed Matter::Soft Condensed Matter ,Hildebrand solubility parameter ,Monomer ,chemistry ,Modeling and Simulation ,0210 nano-technology ,Information Systems - Abstract
Molecular dynamics simulation is performed to compute densities and solubility parameters of polymers. TEAM force field is validated on monomers and then employed for predictions for polymers built...
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- 2017
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13. Predicting the adsorption of n-perfluorohexane (n-C6F14) on BAM-P109 activated carbon using an ab initio force field
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Huai Sun, Fenglei Cao, and Zhifeng Jing
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Canonical ensemble ,Mesoscopic physics ,010304 chemical physics ,Chemistry ,General Chemical Engineering ,Ab initio ,Thermodynamics ,02 engineering and technology ,Surfaces and Interfaces ,General Chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,Force field (chemistry) ,Condensed Matter::Materials Science ,Adsorption ,Computational chemistry ,0103 physical sciences ,medicine ,N-perfluorohexane ,Density functional theory ,Physics::Chemical Physics ,0210 nano-technology ,Activated carbon ,medicine.drug - Abstract
The adsorption isotherm of n-perfluorohexane on BAM-P109 activated carbon was predicted using an ab initio force field and a slit-like pore model representing the activated carbon. The force field parameters were derived from data calculated using quantum mechanics density functional theory with dispersion energy correction, and the total adsorption amount was calculated as the sum of the adsorption amounts of microscopic and mesoscopic pores. It was found that the Grand Canonical Monte Carlo method can efficiently calculate adsorption on microscopic pores but not on mesoscopic pores. Thus, we divided the mesoscopic pores into surface and free-volume regions and calculated the density and thickness of the adsorbed layers and the density of the vapor phase using canonical ensemble simulations. Using this protocol, we can calculate the adsorption isotherms in good agreement with the experimental data.
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- 2016
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14. Single-Crystalline MFI Zeolite with Sheet-Like Mesopores Layered along the a Axis
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Xuefeng Shen, Zheng Gong, Lu Han, Yunjuan Zhang, Shunai Che, and Huai Sun
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chemistry.chemical_classification ,010405 organic chemistry ,Chemistry ,Organic Chemistry ,Binding energy ,General Chemistry ,010402 general chemistry ,01 natural sciences ,Catalysis ,0104 chemical sciences ,law.invention ,Crystallography ,Zigzag ,law ,Transmission electron microscopy ,Calcination ,Self-assembly ,Zeolite ,Mesoporous material ,Alkyl - Abstract
Designing a templating strategy for directing mesopore growth along different crystallographic directions is essential for fabricating two- or three-dimensional single-crystalline mesoporous zeolites. However, so far, mesopores formed in MFI zeolites by soft templates have mostly been generated by disrupting growth along the b axis; generating mesopores by disrupting growth along the a axis is rare. Herein, a single-crystalline mesoporous MFI zeolite (SCMMZ) with sheet-like mesopores layered along the a and b axes was synthesized using a triply branched surfactant with diquaternary ammonium groups connected to 1,3,5-triphenylbenzene by a six- and eight-carbon alkyl chain (TPB-6 and 8). The sheet-like mesopores were embedded in the MFI framework and were retained even after calcination. Molecular mechanics calculations provided evidence of low binding energy configurations of the surfactant that directed the growth of straight and zigzag channels along the b and a axes, respectively. The formation of nanosheets was attributed to the geometric matching of the arrangement of the aromatic groups to the zeolite framework.
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- 2018
15. Cholesteric ordering predicted using a coarse-grained polymeric model with helical interactions
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Liang Wu and Huai Sun
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Phase transition ,Materials science ,010304 chemical physics ,Molecular model ,Cholesteric liquid crystal ,02 engineering and technology ,General Chemistry ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Condensed Matter::Soft Condensed Matter ,Molecular dynamics ,Chemical physics ,Liquid crystal ,Phase (matter) ,0103 physical sciences ,Helix ,Molecule ,0210 nano-technology - Abstract
The understanding of cholesteric liquid crystals at a molecular level is challenging. Limited insights are available to bridge between molecular structures and macroscopic chiral organization. In the present study, we introduce a novel coarse-grained (CG) molecular model, which is represented by flexible chain particles with helical interactions (FCh), to study the liquid crystalline phase behavior of cholesteric molecules such as double strand DNA and α-helix polypeptides using molecular dynamics (MD) simulations. The isotropic–cholesteric phase transitions of FCh molecules were simulated for varying chain flexibilities. A wall confinement was used to break the periodicity along the cholesteric helix director in order to predict the equilibrium cholesteric pitch. The left-handed cholesteric phase was shown for FCh molecules with right-handed chiral interactions, and a spatially inhomogeneous distribution of the nematic order parameter profile was observed in cholesteric phases. It was found that the chain flexibility plays an important role in determining the macroscopic cholesteric pitch and the structure of the cholesteric liquid crystal phase. The simulations provide insight into the relationship between microscopic molecular characteristics and the macroscopic phase behavior.
- Published
- 2017
16. Chiral Bicyclic Imidazole Nucleophilic Catalysts: Design, Synthesis, and Application to the Kinetic Resolution of Arylalkylcarbinols
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Wanbin Zhang, Mo Wang, Zhenfeng Zhang, Fang Xie, and Huai Sun
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chemistry.chemical_compound ,Nucleophile ,Design synthesis ,Bicyclic molecule ,Chemistry ,Imidazole ,Organic chemistry ,General Chemistry ,Combinatorial chemistry ,Catalysis ,Kinetic resolution - Published
- 2014
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17. Surfactants with Aromatic-Group Tail and Single Quaternary Ammonium Head for Directing Single-Crystalline Mesostructured Zeolite Nanosheets
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Fenglei Cao, Huai Sun, Zhifeng Jing, Dongdong Xu, and Shunai Che
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Diffraction ,Materials science ,General Chemical Engineering ,Inorganic chemistry ,Stacking ,General Chemistry ,Mordenite ,Amorphous solid ,chemistry.chemical_compound ,Crystallography ,chemistry ,Aluminosilicate ,Materials Chemistry ,Ammonium ,Benzene ,Zeolite - Abstract
Single-crystalline mesostructured zeolite nanosheets (SCZN) are synthesized by using designed surfactants with an aromatic group and only single quaternary ammonium head. Both the number of benzene rings and the length of the carbon chain play important roles in the ordered self-assembly of these alternating MFI (mordenite framework inverted) nanosheets. The surfactants, only with two benzene rings and a carbon chain larger than 4, lead to the formation of SCZN because of their highly ordered orientation through π–π stacking; the interlamellar spacing of SCZN could be controlled in the range of 1.7–2.1 nm through variation of the carbon chain length from 6 to 10. A combination of X-ray diffraction patterns and electron microscopy provides visible evidence for the mesostructural transformation from two amorphous aluminosilicate layers to one MFI sheet. The highly ordered orientation of the aromatic groups through π–π stacking geometrically matches the MFI framework to form the crystallographically correlat...
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- 2014
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18. Adaptive Accelerated ReaxFF Reactive Dynamics with Validation from Simulating Hydrogen Combustion
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Andres Jaramillo-Botero, Tao Cheng, William A. Goddard, and Huai Sun
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Chemistry ,Hydrogen combustion ,Reactive intermediate ,General Chemistry ,Biochemistry ,Bond order ,Catalysis ,Force field (chemistry) ,Molecular dynamics ,Colloid and Surface Chemistry ,Brute force ,Computational chemistry ,ReaxFF ,Biological system ,Reactive system - Abstract
We develop here the methodology for dramatically accelerating the ReaxFF reactive force field based reactive molecular dynamics (RMD) simulations through use of the bond boost concept (BB), which we validate here for describing hydrogen combustion. The bond order, undercoordination, and overcoordination concepts of ReaxFF ensure that the BB correctly adapts to the instantaneous configurations in the reactive system to automatically identify the reactions appropriate to receive the bond boost. We refer to this as adaptive Accelerated ReaxFF Reactive Dynamics or aARRDyn. To validate the aARRDyn methodology, we determined the detailed sequence of reactions for hydrogen combustion with and without the BB. We validate that the kinetics and reaction mechanisms (that is the detailed sequences of reactive intermediates and their subsequent transformation to others) for H_2 oxidation obtained from aARRDyn agrees well with the brute force reactive molecular dynamics (BF-RMD) at 2498 K. Using aARRDyn, we then extend our simulations to the whole range of combustion temperatures from ignition (798 K) to flame temperature (2998K), and demonstrate that, over this full temperature range, the reaction rates predicted by aARRDyn agree well with the BF-RMD values, extrapolated to lower temperatures. For the aARRDyn simulation at 798 K we find that the time period for half the H_2 to form H_2O product is 538 s, whereas the computational cost was just 1289 ps, a speed increase of 0.42 trillion (10^(12)) over BF-RMD. In carrying out these RMD simulations we found that the ReaxFF-COH2008 version of the ReaxFF force field was not accurate for such intermediates as H_3O. Consequently we reoptimized the fit to a quantum mechanics (QM) level, leading to the ReaxFF–OH2014 force field that was used in the simulations.
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- 2014
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19. Kinetic effects in predicting adsorption using the GCMC method – using CO2 adsorption on ZIFs as an example
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Lin Wang, Huai Sun, Fenglei Cao, and Yingxin Sun
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Molecular dynamics ,Adsorption ,Chemistry ,Computational chemistry ,General Chemical Engineering ,Monte Carlo method ,Experimental data ,Thermodynamics ,General Chemistry ,Potential of mean force ,Kinetic energy ,Force field (chemistry) ,Zeolitic imidazolate framework - Abstract
Using force field parameters developed and validated for zeolitic imidazolate frameworks (ZIFs) and carbon dioxide (CO2) independently from adsorption data, we predicted CO2/ZIFs adsorption isotherms using the Grand Canonic Monte Carlo (GCMC) method. The results are in sharp contradiction: the calculated adsorption data agree well with the experimental data for SOD-type ZIF-8, but are more than 100% higher than the experimental data for GME-type ZIFs. Using non-equilibrium molecular dynamics simulations and potential of mean force (PMF) calculations, we reveal that the discrepancies are due to the kinetic blockage which is significant for ZIF-68 but negligible for ZIF-8. This study demonstrates that a force field developed independently from the adsorption data can be used to predict the adsorptions accurately; and the kinetic factor must be considered if the bottlenecks exist in the adsorption paths due to geometric and energetic features of adsorbate and adsorbent. It could be very misleading if the force field parameters are adjusted by fitting the GCMC simulation data to experimental data without considering the kinetic factors.
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- 2014
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20. Formation of microemulsion particles with surfactant—A coarse-grained molecular dynamics simulation study
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Fenglei Cao, Liang Xin, Sijia Tong, and Huai Sun
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Order of reaction ,Dodecane ,General Chemical Engineering ,General Chemistry ,Activation energy ,Biochemistry ,chemistry.chemical_compound ,Molecular dynamics ,chemistry ,Pulmonary surfactant ,Chemical engineering ,Materials Chemistry ,Organic chemistry ,Molecule ,Microemulsion ,Sodium dodecyl sulfate - Abstract
It is of great interest to understand how surfactant molecules influence the formation of micro-emulsion particles in order to support application of microemulsions in various fields. In this paper, the effect of surfactants on the formation of microemulsion particles was studied using molecular dynamics simulations coupled with Martini force field. n -Dodecane (C12H26) and sodium dodecyl sulfate (SDS) were used as the models-representing oil and surfactant molecules respectively. Twelve simulation boxes containing C12H26 and SDS with different concentrations were used in simulations running for 100 ns. Simulation results showed that the phase separations occurred rapidly for systems without surfactants, and were accompanied with decreases of potential energies. For the systems with surfactants, stable oil particles covered by surfactants were observed in the same time. The initial kinetic characteristic of the formation of microemulsion particles can be expressed as the second order reaction approximately, and the activation energy is estimated to be 14.6 kJ/mol.
- Published
- 2013
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21. Molecular engineering of microporous crystals: (VII) The molar ratio dependence of the structure-directing ability of piperazine in the crystallization of four aluminophosphates with open-frameworks
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Wenfu Yan, Yi Li, Jihong Yu, Feng Deng, Jun Xu, Xu Li, Xiaoqiang Tong, Ruren Xu, and Huai Sun
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chemistry.chemical_element ,Protonation ,General Chemistry ,Microporous material ,Condensed Matter Physics ,law.invention ,Piperazine ,chemistry.chemical_compound ,Crystallography ,chemistry ,Mechanics of Materials ,law ,Aluminium ,Phase (matter) ,Organic chemistry ,General Materials Science ,Crystallization ,Zeolite ,Dissolution - Abstract
The crystallization fields of initial mixtures with compositions of Al2O3:3.0 P2O5:x pip:277 H2O, where x = 2.4-12 and pip = piperazine, were investigated. Pure and highly crystalline three-dimensional (3D) AIPO-CJB2, two-dimensional (2D) AP2pip, 3D AlPO-JU88, and 2D AlPO-CJ9 were obtained when x = 3, 3.4, 6.5, and 12, respectively. Along with the increase in the ratio of piperazine to Al2O3 in the initial mixture, the density of piperazine in the final structure as well as the non-bonding interaction between the inorganic framework and the protonated piperazine increased. The crystallization processes of AlPO-CJB2, AP2pip, and AlPO-JU88 were investigated using multiple techniques. In the crystallization of AlPO-CJB2, a pure and highly crystalline AP2pip intermediate phase was first formed and then dissolved. A species that may promote the dissolution of AP2pip and the formation of AlPO-CJB2 was identified. Under the synthetic condition of AP2pip, however, this species was not formed; thus, the transformation of AP2pip to AlPO-CJB2 was not observed even for significantly prolonged crystallization times. Additionally, the crystallization rate of AP2pip was significantly accelerated by an increased molar ratio of the reactants with respect to the aluminum source. The results indicate that the type and concentration of the species in the liquid phase were the governing factors in determining the final products and that the formation of particular structures is energy-directed. (c) 2013 Elsevier Inc. All rights reserved.
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- 2013
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22. Free Energy-Based Coarse-Grained Force Field for Binary Mixtures of Hydrocarbons, Nitrogen, Oxygen, and Carbon Dioxide
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Huai Sun, Fenglei Cao, and Joshua D. Deetz
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Models, Molecular ,Vapor pressure ,Nitrogen ,General Chemical Engineering ,Inorganic chemistry ,Thermodynamics ,Decane ,Library and Information Sciences ,010402 general chemistry ,01 natural sciences ,Methane ,Surface tension ,chemistry.chemical_compound ,Propane ,0103 physical sciences ,010304 chemical physics ,Temperature ,Butane ,General Chemistry ,Enthalpy of vaporization ,Carbon Dioxide ,Hydrocarbons ,0104 chemical sciences ,Computer Science Applications ,Oxygen ,chemistry ,Isobutane ,Volatilization - Abstract
The free energy based Lennard-Jones 12-6 (FE-12-6) coarse-grained (CG) force field developed for alkanes1 has been extended to model small molecules of light hydrocarbons (methane, ethane, propane, butane, and isobutane), nitrogen, oxygen, and carbon dioxide. The adjustable parameters of the FE-12-6 potential are determined by fitting against experimental vapor-liquid equilibrium (VLE) curves and heat of vaporization (HOV) data for pure substance liquids. Simulations using the optimized FE-12-6 parameters correctly reproduced experimental measures of the VLE, HOV, density, vapor pressure, compressibility, critical point, and surface tension for pure substances over a wide range of thermodynamic states. The force field parameters optimized for pure substances were tested on methane/butane, nitrogen/decane, and carbon dioxide/decane binary mixtures to predict their vapor-liquid equilibrium phase diagrams. It is found that for nonpolar molecules represented by different sized beads, a common scaling factor (0.08) that reduces the strength of the interaction potential between unlike beads, generated using Lorentz-Berthelot (LB) combination rules, is required to predict vapor-liquid phase equilibria accurately.
- Published
- 2016
23. Molecular engineering of microporous crystals: (VI) Structure-directing effect in the crystallization process of layered aluminophosphates
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Xiaoqiang Tong, Jihong Yu, Feng Deng, Pai Huang, Ruren Xu, Liang Xin, Chao Wang, Huai Sun, Wenfu Yan, Jun Xu, and Huiying Lu
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Materials science ,Stereochemistry ,General Chemistry ,Microporous material ,Condensed Matter Physics ,law.invention ,Molecular engineering ,Piperazine ,chemistry.chemical_compound ,Chemical engineering ,chemistry ,Mechanics of Materials ,law ,General Materials Science ,Crystallization ,Zeolite - Abstract
The products of piperazine-directed synthesis of two-dimensional (20) aluminophosphates, AP2pip and AIPO-CJ9, that were crystallized under different conditions for different periods of time were freeze-dried and characterized using XRD and NMR techniques. The core units of the layered aluminophosphates including AP2pip, AIPO-CJ9, and L-DAP, which was hydrothermally synthesized in the presence of racemic 1,2-diaminopropane, were obtained by applying a "reverse evolution" process to their structures. The factors affecting the structure-directing ability of piperazine under acidic and basic conditions were analyzed. The cooperative role of water in directing the layered aluminophosphate of AP2pip under acidic conditions is discussed. After a thorough analysis of the core units of AIPO-CJ9 and L-DAP, a new phenomenon of a "topological-structure-directing effect" or a "topological-templating effect" was observed. The observation of the new phenomenon of a topological-structure-directing effect or a topological-templating effect may contribute to a deeper understanding of the nature or origin of the "structure-directing or templating effect". (C) 2012 Elsevier Inc. All rights reserved.
- Published
- 2012
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24. Molecular engineering of microporous crystals: (IV) Crystallization process of microporous aluminophosphate AlPO4-11
- Author
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Ruren Xu, Wenfu Yan, Huai Sun, Feng Deng, Xu Li, Jihong Yu, Jun Xu, Bin Zhang, Yi Li, and Tao Cheng
- Subjects
Pentamer ,Dimer ,Chemical shift ,Trimer ,General Chemistry ,Microporous material ,Condensed Matter Physics ,law.invention ,Crystallography ,chemistry.chemical_compound ,chemistry ,Mechanics of Materials ,law ,Atom ,General Materials Science ,Density functional theory ,Crystallization - Abstract
The products of microporous aluminophosphate AlPO4-11 crystallized for different periods of time were freeze-dried and characterized by XRD and NMR techniques. Six crystallographically distinct Al- and P-centered large fragments and 34 small fragments of dimer (Al-P), trimer (Al-P-Al and P-Al-P), tetramer (Al-P-3 and P-Al-3). pentamer (Al-P-4 and P-Al-4), and 4- and 6-membered rings were extracted from the framework of AlPO4-11. Each of the six large fragments contained two completed coordination layers surrounding the centered atom. The shielding tensors of the Al and P atoms of the fragments were calculated using the quantum mechanics density functional theory. The experimentally observed chemical shifts of Al or P from the well-crystallized AlPO4-11 were assigned to the shielding tensors of the center atoms of the six large fragments and were further used as references in the determination of the chemical shifts of the Al or P atoms in the small fragments. A comparison of the calculated chemical shifts of the Al and P atoms in the small fragments to the experimental data of the products isolated at different crystallization periods suggested that the fragments of dimers, trimers of the form Al-P-Al, tetramers of the form P-Al-3, and pentamers may exist in the crystallization process of AlPO4-11. On the basis of these observations regarding the putative small fragments, a possible crystallization process of AlPO4-11 was proposed. (C) 2011 Elsevier Inc. All rights reserved.
- Published
- 2012
- Full Text
- View/download PDF
25. 4th International Conference on Molecular Simulation 2016
- Author
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Huai Sun
- Subjects
Physics ,Molecular level ,General Chemical Engineering ,Modeling and Simulation ,General Materials Science ,Molecular simulation ,General Chemistry ,Biochemical engineering ,Condensed Matter Physics ,Information Systems - Abstract
Molecular simulation, as a powerful tool for investigating science of matter at a molecular level, is widely applied in interdisciplinary fields between chemistry, physics, biology, engineering and...
- Published
- 2017
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26. Micelle and vesicle formation from supramolecular complexes based on proton-transfer hydrogen bonding
- Author
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Huai Sun, Xiaobin Huang, Hao Wei, Wei Wei, Congcong Shan, and Xiaozhen Tang
- Subjects
chemistry.chemical_classification ,Proton ,Hydrogen bond ,General Chemical Engineering ,Vesicle ,technology, industry, and agriculture ,Supramolecular chemistry ,General Chemistry ,Photochemistry ,Micelle ,Supramolecular polymers ,Crystallography ,chemistry ,Amphiphile - Abstract
A gemini type of supramolecular amphiphile with a double ion-pair structure was fabricated through proton-transfer hydrogen bonding. In dioxane, the complexes could self-assemble into reverse micelles and vesicles.
- Published
- 2014
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27. Electronic ground states and vibrational frequency shifts of diatomic ligands in heme adducts
- Author
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Huai Sun and Yang Liu
- Subjects
Carbon Monoxide ,Chemistry ,Bond strength ,Ligand ,Electrons ,Heme ,General Chemistry ,Ligands ,Nitric Oxide ,Photochemistry ,Vibration ,Diatomic molecule ,Adduct ,Oxygen ,Computational Mathematics ,Crystallography ,Normal mode ,Molecular vibration ,Quantum Theory ,Singlet state ,Ground state - Abstract
DFT calculations were carried out to study heme complexes with diatomic ligand (CO, NO, or O(2)) and trans-imidazole ligand. The optimized electronic ground states of CO, NO, and O(2) adducts are singlet, doublet, and open-shell singlet, respectively. For O(2) adduct, the open-shell singlet is slightly lower in energy than the close-shell singlet. However, important differences are found in optimized structures and vibrational frequencies. Particularly, the trans-imidazole-induced frequency up-shift of the Fe-O(O) stretching mode can be predicted only with the open-shell singlet as ground state. An analysis of normal modes confirms that the up-shifts in the bent (NO and O(2) ) adducts are mainly due to mixing of Fe-X(O) stretching mode with Fe-X-O bending coordinate. Our study of binding mechanism indicates that a secondary source of the upshifts is the diminished weakening of the Fe-X(O) bonds. The Fe-X(O) bond strengths are modulated by σ competition mechanism, which weakens the Fe-X(O) bond and σ-π cooperation mechanism, which only exists in the bent adducts and enforce the Fe-X(O) bond.
- Published
- 2010
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28. A theoretical study of hydrothermal stability of P-modified ZSM-5 zeolites
- Author
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Jing Yang and Huai Sun
- Subjects
Hydrolysis ,chemistry ,Aluminium ,Chemical shift ,Inorganic chemistry ,Cluster (physics) ,chemistry.chemical_element ,Physical chemistry ,Molecule ,Density functional theory ,General Chemistry ,ZSM-5 ,Hydrothermal circulation - Abstract
Density functional theory was employed to study the hydrothermal stability of P-modified ZSM-5 zeolites using cluster models. The calculations of hydrolysis energies indicated that the introduction of phosphorus increases the hydrothermal stability of ZSM-5 zeolites. The initial paths of dealumination were studied with explicit water molecules. It was found that the framework Al-O coordination bond can be replaced by coodination bonds between water molecules and the aluminium. One to three water molecules can form coordination bonds with framework Al and release energies. The P-modification restrain the dealumination. The calculated 27Al NMR chemical shifts for the obtained structures are consistent with the experimental measurements.
- Published
- 2009
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- View/download PDF
29. Prediction of adsorption of small molecules in porous materials based on ab initio force field method
- Author
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Huai Sun, Jia Fu, and LianChi Liu
- Subjects
Chemistry ,Monte Carlo method ,Ab initio ,Thermodynamics ,General Chemistry ,Force field (chemistry) ,Condensed Matter::Materials Science ,Grand canonical ensemble ,Adsorption ,Molecule ,First principle ,Statistical physics ,Physics::Chemical Physics ,Porous medium - Abstract
Computational prediction of adsorption of small molecules in porous materials has great impact on the basic and applied research in chemical engineering and material sciences. In this work, we report an approach based on grand canonical ensemble Monte Carlo (GCMC) simulations and ab initio force fields. We calculated the adsorption curves of ammonia in ZSM-5 zeolite and hydrogen in MOF-5 (a metal-organic-framework material). The predictions agree well with experimental data. Because the predictions are based on the first principle force fields, this approach can be used for the adsorption prediction of new molecules or materials without experimental data as guidance.
- Published
- 2008
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30. Development and validation of COMPASS force field parameters for molecules with aliphatic azide chains
- Author
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Huai Sun, David Rigby, and Michael J. McQuaid
- Subjects
chemistry.chemical_element ,Thermodynamics ,General Chemistry ,Nitrogen ,Force field (chemistry) ,Computational Mathematics ,chemistry.chemical_compound ,Molecular dynamics ,chemistry ,Computational chemistry ,Vaporization ,Atom ,Hydrazoic acid ,Molecule ,Azide - Abstract
To establish force-field-based (molecular) modeling capability that will accurately predict condensed-phase thermophysical properties for materials containing aliphatic azide chains, potential parameters for atom types unique to such chains have been developed and added to the COMPASS force field. The development effort identified the need to define four new atom types: one for each of the three azide nitrogen atoms and one for the carbon atom bonded to the azide. Calculations performed with the expanded force field yield (gas-phase) molecular structures and vibrational frequencies for hydrazoic acid, azidomethane, and the anti and gauche forms of azidoethane in good agreement with values determined experimentally and/or through computational quantum mechanics. Liquid densities calculated via molecular dynamics (MD) simulations were also in good agreement with published values for 13 of 15 training set compounds, the exceptions being hydrazoic acid and azidomethane. Of the 13 compounds whose densities are well simulated, nine have experimentally determined heats of vaporization reported in the open literature, and in all of these cases, MD simulated values for this property are in reasonable agreement with the published values. Simulations with the force field also yielded reasonable density estimates for a series of 2-azidoethanamines that have been synthesized and tested for use as hydrazine-alternative fuels.
- Published
- 2003
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31. π–π interaction of aromatic groups in amphiphilic molecules directing for single-crystalline mesostructured zeolite nanosheets
- Author
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Ji Feng, Dongdong Xu, Zhifeng Jing, Lu Han, Osamu Terasaki, Fenglei Cao, Xuefeng Shen, Yanhang Ma, Huai Sun, Bhupendra Kumar Singh, Peter Oleynikov, and Shunai Che
- Subjects
Amphiphilic molecule ,Multidisciplinary ,Materials science ,Supramolecular chemistry ,General Physics and Astronomy ,General Chemistry ,General Biochemistry, Genetics and Molecular Biology ,Polymer chemistry ,Amphiphile ,Hydrothermal synthesis ,Molecular self-assembly ,ZSM-5 ,Mesoporous material ,Zeolite - Abstract
One of the challenges in material science has been to prepare macro- or mesoporous zeolite. Although examples of their synthesis exist, there is a need for a facile yet versatile approach to such hierarchical structures. Here we report a concept for designing a single quaternary ammonium head amphiphilic template with strong ordered self-assembling ability through π-π stacking in hydrophobic side, which stabilizes the mesostructure to form single-crystalline mesostructured zeolite nanosheets. The concept is demonstrated for the formation of a new type of MFI (zeolite framework code by International Zeolite Association) nanosheets joined with a 90° rotational boundary, which results in a mesoporous zeolite with highly specific surface area even after calcination. Low binding energies for this self-assembling system are supported by a theoretical analysis. A geometrical matching between the arrangement of aromatic groups and the zeolitic framework is speculated for the formation of single-crystalline MFI nanosheets.
- Published
- 2014
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32. Molecular Structures and Conformations of PolyphosphazenesA Study Based on Density Functional Calculations of Oligomers
- Author
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Huai Sun
- Subjects
chemistry.chemical_classification ,Quantitative Biology::Biomolecules ,Colloid and Surface Chemistry ,chemistry ,Computational chemistry ,General Chemistry ,Polymer ,Biochemistry ,Catalysis - Abstract
Density functional calculations were carried out on a series of oligomers of polyphosphazenes to characterize molecular structures and conformational properties of the polymers in isolation. Polyph...
- Published
- 1997
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33. Force field for computation of conformational energies, structures, and vibrational frequencies of aromatic polyesters
- Author
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Huai Sun
- Subjects
Valence (chemistry) ,Electronic correlation ,Chemistry ,Ab initio ,General Chemistry ,Molecular physics ,Force field (chemistry) ,Bond length ,Computational Mathematics ,Molecular geometry ,Computational chemistry ,Ab initio quantum chemistry methods ,Physics::Atomic and Molecular Clusters ,Molecule - Abstract
A CFF931 all-atom force field for aromatic polyesters based on ab initio calculations is reported. The force field parameters are derived by fitting to quantum mechanical data which include total energies, first and second derivatives of the total energies, and electrostatic potentials. The valence parameters and the ab initio electrostatic potential (ESP) derived charges are then scaled to correct the systematic errors originating from the truncation of the basis functions and the neglect of electron correlation in the HF/6-31G* calculations. Based on the force field, molecular mechanics calculations are performed for homologues of poly(p-hydroxybenzoic acid) (PHBA) and poly(ethylene terephthalate) (PET). The force field results are compared with available experimental data and the ab initio results. © 1994 by John Wiley & Sons, Inc.
- Published
- 1994
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34. An ab Initio CFF93 All-Atom Force Field for Polycarbonates
- Author
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Stephen J. Mumby, Arnold T. Hagler, Huai Sun, and Jon R. Maple
- Subjects
Valence (chemistry) ,Chemistry ,Ab initio ,General Chemistry ,Biochemistry ,Molecular physics ,Catalysis ,Force field (chemistry) ,Partial charge ,symbols.namesake ,Colloid and Surface Chemistry ,Ab initio quantum chemistry methods ,Physics::Atomic and Molecular Clusters ,symbols ,Physics::Atomic Physics ,van der Waals force ,Quantum ,Scaling - Abstract
An all-atom CFF93 force field for polycarbonates based on ab initio calculations is reported. Force field parameters are derived by fitting to quantum mechanical total energies, first and second derivatives of total energies, and electrostatic potentials, all generated from ab initio quantum mechanical calculations on model compounds at HF/6-31GS level of theory. Valence parameters and ab initiocharges are then scaled to correct for differences between experiment and the Hartree-Fock approximation. The van der Waals parameters and the scaling factors for atomic partial charges are determined from crystal structures. Based on the force field, molecular mechanics calculations are performed for several model compounds, and the results are compared with experimental values and with the results of the ab initio calculations.
- Published
- 1994
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- View/download PDF
35. Correction to Adaptive Accelerated ReaxFF Reactive Dynamics with Validation from Simulating Hydrogen Combustion
- Author
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William A. Goddard, Tao Cheng, Huai Sun, and Andres Jaramillo-Botero
- Subjects
Arrhenius equation ,Chemistry ,Hydrogen combustion ,Kinetics ,Thermodynamics ,General Chemistry ,Biochemistry ,Potential energy ,Catalysis ,Force curves ,Force field (chemistry) ,symbols.namesake ,Colloid and Surface Chemistry ,symbols ,Physical chemistry ,ReaxFF - Abstract
■ ASSOCIATED CONTENT *S Supporting Information H2O generation curves of all 19 samples, H2O generation curves of ΔV = 50, 60, 70 and 80, potential energy and force curves, H2 loss curve at 2498 K, H2O2 generation curve at 2498 K, species generated in aARRDyn simulations with ΔV = 20 and 40 kcal at 2498 K; the new ReaxFF−OH2014 force field parameters plus some of the validations against QM; results for the Arrhenius analysis, reaction mechanisms and kinetics from the older ReaxFF-CHO2008 force field, the force field file, and the plot script. This material is available free of charge via the Internet at http://pubs.acs.org.
- Published
- 2014
- Full Text
- View/download PDF
36. Theoretical study on the possibility of using silicon carbide nanotubes as dehydrogenation catalysts for ammonia–borane
- Author
-
Huai Sun and Fenglei Cao
- Subjects
Hydrogen ,Chemistry ,General Chemical Engineering ,Inorganic chemistry ,Ammonia borane ,chemistry.chemical_element ,General Chemistry ,Photochemistry ,Endothermic process ,Catalysis ,chemistry.chemical_compound ,Adsorption ,Desorption ,Molecule ,Dehydrogenation - Abstract
The adsorption and decomposition of ammonia–borane (AB) on the surface of silicon carbide nanotubes (SiCNTs) was investigated using density functional theory. Five adsorption types and four reaction channels were identified. The most favorable reaction channel that generates a H2 molecule is slightly endothermic; furthermore, the energy barrier for the decomposition of the AB molecule is only 9.6 kcal mol−1. The side reactions that generate NH3 or BH3 are highly endothermic; therefore, the generation of side products can be depressed by decreasing the temperature. However, desorption of hydrogen atoms from the surface appears to be a more difficult step. The energy-barrier height for generation of a H2 molecule and its subsequent desorption from the surface is approximately 34.2 kcal mol−1. The migration of hydrogen atoms on the surface of SiCNTs involves lower energy than the desorption process, indicating that the desorption of H2 molecules from the surface may be more complicated.
- Published
- 2012
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37. Synthesis of ternary PbxSn1−xS nanocrystals with tunable band gap
- Author
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Yanjie Su, Hao Wei, Zhi Yang, Yang Lin, Yafei Zhang, Huai Sun, and Shangzhi Chen
- Subjects
Materials science ,Nanocrystal ,Band gap ,Semiconductor nanocrystals ,General Materials Science ,Nanotechnology ,Reactivity (chemistry) ,General Chemistry ,Crystal structure ,Condensed Matter Physics ,Ternary operation ,Characterization (materials science) - Abstract
Cation-alloyed ternary PbxSn1−xS semiconductor nanocrystals were synthesized via a solvothermal method. Both the optical and structural characterization measurements were utilized to analyze the nanocrystals. Several interesting variations on the crystal structures and band gap energy were indicated. The differences in reactivity of precursors were employed to explain the phenomenon.
- Published
- 2011
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38. Conformational isomers of extraordinary stability: carboxamidate-bridged dimetalloorganic compounds
- Author
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Lei Zhou, Yinxin Sun, Jian-Hua Xie, Yang Liu, Huai Sun, Michael P. Doyle, and Peter Y. Zavalij
- Subjects
chemistry.chemical_compound ,Chemistry ,Stereochemistry ,Amide ,Materials Chemistry ,Metals and Alloys ,Ceramics and Composites ,General Chemistry ,Conformational isomerism ,Catalysis ,Surfaces, Coatings and Films ,Electronic, Optical and Magnetic Materials - Abstract
Unprecedented non-interconvertable conformational isomers derived from cyclic amide ligands in a paddlewheel dimetallic framework are reported.
- Published
- 2009
- Full Text
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39. Why are .pi. bonds to phosphorus more stable toward addition reactions than .pi. bonds to silicon?
- Author
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Weston Thatcher Borden, David A. Hrovat, and Huai Sun
- Subjects
chemistry.chemical_classification ,Addition reaction ,Double bond ,Silicon ,Electronic correlation ,Phosphorus ,Binding energy ,Gaussian orbital ,chemistry.chemical_element ,General Chemistry ,Pi bond ,Biochemistry ,Catalysis ,Crystallography ,Colloid and Surface Chemistry ,chemistry ,Computational chemistry - Published
- 1987
- Full Text
- View/download PDF
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