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Showing 1 to 20 of 530 for “"potential energy"”.

  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. Potential energy transport across isobaric surfaces

    Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Meteorology, 1960.

    mit Repository record for Potential energy transport across isobaric surfaces (opens in a new tab)

  3. Potential Energy Surface around the Tropylium Ion.

    … (2d) levels. This work will show areas of the potential energy surface around the highly symmetric tropylium ion to give a glance of possible mechanisms for its formation and decomposition. Our results have confirmed some of the mechanisms reported in the literature, and in addition new areas …

    etsu Repository record for Potential Energy Surface around the Tropylium Ion. (opens in a new tab)

  4. Potential energy gradient on a perforated plate

    Thesis: B.S., Massachusetts Institute of Technology, Department of Chemical Engineering, 1960

    mit Repository record for Potential energy gradient on a perforated plate (opens in a new tab)

  5. Potential energy savings on the MIT campus

    … of Cambridge embarked on initiatives to reduce energy consumption and Greenhouse Gas emissions in accordance with the Kyoto Protocol which calls for a 20 % reduction in 1990 levels of GHG emissions by 2010. This thesis seeks to expand our understanding of how the MIT campus consumes energy and …

    mit Repository record for Potential energy savings on the MIT campus (opens in a new tab)

  6. An investigation of the meridional transport of potential energy

    Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Meteorology, 1960.

    mit Repository record for An investigation of the meridional transport of potential energy (opens in a new tab)

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

    … of principle, we show the success of an ANN potential energy surfaces for a dimer molecule with a Lennard-Jones potential.

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

  8. 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)

  9. 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)

  10. 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)

  11. 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)

  12. Plasma pretreatment’s potential energy-saving and quality benefits: The case of blueberry drying

    Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2026-08-01

    uiuc Repository record for Plasma pretreatment’s potential energy-saving and quality benefits: The case of blueberry drying (opens in a new tab)

  13. A Temporal Examination of the Connections between Convective Available Potential Energy and Convective System Development

    … on parameters like convective available potential energy (CAPE) which the ISCCP CT Database does not record. By tying information on CAPE to CS, discoveries in convective development have been made. These results have been useful in ascertaining that strong CAPE environments intensify …

    cuny Repository record for A Temporal Examination of the Connections between Convective Available Potential Energy and Convective System Development (opens in a new tab)

  14. A potential energy-saving heat treatment for re-circulated irrigation water and its biological mechanisms

    … 30 s, however, faces two major challenges: its energy cost and environmental footprint. We hypothesized that temperature required to inactivate major pathogens in re-circulated water may be substantially lowered from 95"C with extended exposure time. The goal of this study was to test this …

    vt Repository record for A potential energy-saving heat treatment for re-circulated irrigation water and its biological mechanisms (opens in a new tab)

  15. Potential energy cost savings by use of building roofs as thermal storage of a multi-storied building

    … shift the peak load hours to the nighttime when energy costs are cheaper and electric demands are lower. This thesis deals with the transient finite element heat transfer analysis of a concrete slab embedded with pipes circulating heated or chilled water of a multi-storied office building. A …

    utc Repository record for Potential energy cost savings by use of building roofs as thermal storage of a multi-storied building (opens in a new tab)

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