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Showing 1 to 7 of 7 for “"trajectory simulation"”.

  1. Surrogate Neural Networks for Efficient Simulation-based Trajectory Planning Optimization

    … networks to reduce the computation time of simulation-based optimization of a reference trajectory. Simulation-based optimization is necessary when there is no analytical form of the system accessible, only input-output data that can be used to create a surrogate model of the simulation. …

    mit Repository record for Surrogate Neural Networks for Efficient Simulation-based Trajectory Planning Optimization (opens in a new tab)

  2. Potential energy function development and dynamics of energy transfer and fragmentation for collisions of protonated peptide ions with organic surfaces

    … used to prepare microarrays. Chemical dynamics simulations give near quantitative energy transfer probabilities for projectile ion collisions with surfaces as compared to experimental results, and there is substantial interest to extend this work to soft-landing. However, to model these …

    tdl Repository record for Potential energy function development and dynamics of energy transfer and fragmentation for collisions of protonated peptide ions with organic surfaces (opens in a new tab)

  3. A feature-based framework for evaluating synthetic human mobility

    … These findings highlight the influence of trajectory length, data quality, and explicit state modeling on generative performance. The study establishes a transparent feature-based approach connecting generative modeling and mobility analysis, supporting the creation of synthetic agents for …

    uvic Repository record for A feature-based framework for evaluating synthetic human mobility (opens in a new tab)

  4. Feasible Workspace for Robotic Fiber Placement

    … to verify the feasibility of straight-line trajectory paths and to locate all valid towpreg segments in the workspace, with no focus on optimization. The algorithm is applied preliminary to a three-link planar arm; and a 6-dof Merlin robot is subsequently considered to verify the towpreg …

    vt Repository record for Feasible Workspace for Robotic Fiber Placement (opens in a new tab)

  5. Design, Fabrication, and Characterization of Carbon Nanotube Field Emission Devices for Advanced Applications

    … the packaged source and towards a mass analyzer. Simulations and experimental design, fabrication, and characterization were used to make these improvements.</p><p> Finally, novel CNT-FE devices were developed to investigate their potential to perform as active circuit elements in VMD circuits. …

    duke Repository record for Design, Fabrication, and Characterization of Carbon Nanotube Field Emission Devices for Advanced Applications (opens in a new tab)

  6. Design and Throughput Capacity Evaluation of Pickup and Dropoff (PUDO) Facilities

    … of approximate policies. A microscopic trajectory-based simulation is developed to validate the stochastic models. Findings and computational insights are presented, including comparisons of facility layouts and operational policies, as well as insights into the behavior of congested …

    gatech Repository record for Design and Throughput Capacity Evaluation of Pickup and Dropoff (PUDO) Facilities (opens in a new tab)

  7. A Computational Framework for Dimensionally Reduced Particle Dynamics in Magnetic Nozzle Fields: An Adiabatic Invariant Approach

    This thesis investigates a dimensional reduction strategy for modeling charged particle trajectories in electromagnetic fields representative of magnetic nozzle expansion regions. By employing Julia’s DifferentialEquations.jl and Python’s scientific libraries, particle trajectories are integrated …

    sask Repository record for A Computational Framework for Dimensionally Reduced Particle Dynamics in Magnetic Nozzle Fields: An Adiabatic Invariant Approach (opens in a new tab)