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Showing 1 to 20 of 60 for “"potential energy surfaces"”.

  1. Machine Learning Coupled Potential Energy Surfaces

    Recent advancements in machine learning (ML) for potential energy surfaces (PESs) have yielded promising results, with much of the focus on isolated ground-state surfaces. Extending machine learning to coupled excited state surfaces introduces significant challenges, however, particularly in …

    ottawa-retro Repository record for Machine Learning Coupled Potential Energy Surfaces (opens in a new tab)

  2. Characterizing water-metal interfaces and machine learning potential energy surfaces

    … single water molecules on both Pt and graphite surfaces. We find that a covalent bond forms between the single water molecule and the platinum surface, but not between the single water molecule and the graphite surface. We also discuss the effects that defects and dopants in the graphite and …

    uoit Repository record for Characterizing water-metal interfaces and machine learning potential energy surfaces (opens in a new tab)

  3. Optimisation of Gaussian process regressions of molecular potential energy surfaces

    … Moreover, for our particular interest of potential energy surface learning, one usually deals with sparsity in the training data given the high computational cost of ab initio electronic structure calculations. This sparsity creates instability in the models that a Bayesian approach to …

    cambridge Repository record for Optimisation of Gaussian process regressions of molecular potential energy surfaces (opens in a new tab)

  4. Application of quantum Monte Carlo methods to molecular potential energy surfaces

    … computational methods have been used to generate potential energy surfaces, which can help us simulate and interpret how atoms or molecules behave during a chemical reaction. For accurate work, <i>ab initio</i> wavefunction methods have traditionally been used, which have some disadvantages. For …

    must-thes Repository record for Application of quantum Monte Carlo methods to molecular potential energy surfaces (opens in a new tab)

  5. Potential Energy Surfaces for Intermolecular Proton Transfers in Crystalline Aspirin: A Computational Study

    … density functional theory were used to model the potential energy surface of intermolecular proton transfers in crystalline aspirin. Using these surfaces the importance of intermolecular interactions and excited states to the proton transfer were also explored. In addition, the ability of ab …

    bryn-mawr Repository record for Potential Energy Surfaces for Intermolecular Proton Transfers in Crystalline Aspirin: A Computational Study (opens in a new tab)

  6. Novel techniques for cold/ultracold molecular collisions

    … mechanics. Experimental developments of low energy collisions will challenge the theoretical description of molecular interactions, and aid in validating the accuracy of the calculated potential energy surfaces. Scattering studies involving two different configurations of the apparatus, …

    missouri Repository record for Novel techniques for cold/ultracold molecular collisions (opens in a new tab)

  7. Contribución al estudio teórico de la influencia del disolvente sobre transiciones electrónicas y estados excitados en disolución empleando el método ASEP/MD

    … ASEP/MD method (Averaged Solvent Electrostatic Potential from Molecular Dynamics) was extended to the study of photochemical properties of systems in condesed phase. Methods to calculate free energy differences related with electronic transitions and crossing points between potential energy

    dialnet Repository record for Contribución al estudio teórico de la influencia del disolvente sobre transiciones electrónicas y estados excitados en disolución empleando el método ASEP/MD (opens in a new tab)

  8. Structure and Dynamics of Van Der Waals Molecules From Microwave Spectroscopy

    … concerning the structures and intramolecular potential energy surfaces of these complexes.

    uiuc Repository record for Structure and Dynamics of Van Der Waals Molecules From Microwave Spectroscopy (opens in a new tab)

  9. The structure of carbon dioxide adsorbed on a sodium chloride (001) surface

    Two sets of parameters and potential energy surfaces for a single CO$\sb2$ molecule adsorbed on the (001) face of a uniform semi-infinite crystal of NaCl were developed and tested using the Steepest Descent method. When the CO$\sb2$ molecule attains the absolute minimum of the potential energy it …

    concordia Repository record for The structure of carbon dioxide adsorbed on a sodium chloride (001) surface (opens in a new tab)

  10. Theoretical Studies on the ultrafast photodissociation of molecules

    … processes is the often complex topology of the potential energy surfaces due to coupling between the nuclear and electron motion: termed vibronic coupling. A known feature in potential energy surfaces due to vibronic coupling is the conical intersection and these play a role in all three systems …

    birmingham Repository record for Theoretical Studies on the ultrafast photodissociation of molecules (opens in a new tab)

  11. Characterization of ETBE + Cl and Isooctane + Cl Combustion Products using Synchrotron Photoionization

    … were identified. Relevant reaction dynamics on potential energy surfaces were calculated, reaction enthalpies of each individual step were presented using the CBS-QB3 composite model, and reaction pathways were proposed.</p>

    usfca Repository record for Characterization of ETBE + Cl and Isooctane + Cl Combustion Products using Synchrotron Photoionization (opens in a new tab)

  12. ELECTRONIC MATRIX ISOLATION SPECTROSCOPIC STUDIES OF METAL ATOM PHOTOCHEMISTRY

    … dynamics of the adducts along ground and excited potential energy surfaces. The final design of this matrix isolation apparatus incorporated unique features that abbreviated data acquisition time and obviated several experimental problems that have plagued previous matrix isolation studies. The …

    rice Repository record for ELECTRONIC MATRIX ISOLATION SPECTROSCOPIC STUDIES OF METAL ATOM PHOTOCHEMISTRY (opens in a new tab)

  13. A study of vibrating-rotating motions of polyatomic molecules

    … in both rectilinear and curvilinear coordinates, Potential energy surfaces were obtained from fitting either ab initio or experimental data points by a series expansion of convenient functions in the same coordinates as the kinetic energy operator. We have formulated the problem such that the …

    uiuc Repository record for A study of vibrating-rotating motions of polyatomic molecules (opens in a new tab)

  14. Quantum mechanical study of molecular switches : electronic structure, kinetics and dynamical aspects

    … An influence of external electric fields on the potential energy surfaces, was also studied. Further, by the type, number and positioning of various substituent groups, systematic changes on activation energies and rates for the thermal cis-to-trans isomerization can be enforced. The nature of …

    potsdam-diss Repository record for Quantum mechanical study of molecular switches : electronic structure, kinetics and dynamical aspects (opens in a new tab)

  15. Holomorphic Hartree-Fock Theory: Moving Beyond the Coulson-Fischer Point

    … creating kinks and discontinuities in the energy. This thesis develops a new theory - holomorphic Hartree-Fock (h-HF) - to analytically extend HF states across all molecular structures. By removing the complex-conjugation of orbital coefficients from the conventional HF equations, h-HF …

    cambridge Repository record for Holomorphic Hartree-Fock Theory: Moving Beyond the Coulson-Fischer Point (opens in a new tab)

  16. The Role of Electrical Interactions in Hydrogen Bonding

    … bonded complexes. Spectroscopic constants and potential energy surfaces are all issues that may be addressed by theoretical investigations. One recurring conclusion from the various studies has been the importance of electrical interactions in hydrogen bonding. A simple model that includes both …

    uiuc Repository record for The Role of Electrical Interactions in Hydrogen Bonding (opens in a new tab)

  17. Development Of New Algorithms For Exploring The Potential Energy Landscape Of Chemical Reactions

    … either ab initio or density functional theory potential energy surfaces.</p> <p> The final two chapters of this thesis focus on the development of a new path optimization framework, the Variational Reaction Coordinate (VRC) method. This framework seeks to improve upon the “chain of states” …

    wayne-thes Repository record for Development Of New Algorithms For Exploring The Potential Energy Landscape Of Chemical Reactions (opens in a new tab)

  18. Measurement of the rate of hydrogen atom abstraction from methane and ethane by muonium

    … in location of the transition states on the potential energy surfaces. Also, for the Mu variants, the reaction rates seem to be reduced less for vibrationally excited states of CH₄ and C₂H₆than for the ground states than is the case for the corresponding H atom reactions, an effect which …

    ubc Repository record for Measurement of the rate of hydrogen atom abstraction from methane and ethane by muonium (opens in a new tab)

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