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Physics-trained AI models speed engineering design and simulations
When engineers at Sumitomo Riko needed to speed up the design cycle for automotive rubber and polymer components, they turned ...
Exposure bracketing results in a set of images with varying lightness, each described by its EV (Exposure Value). The EV is determined by the shutter speed, aperture, and ISO. By selecting a pixel at ...
This course offers an introduction to mathematical nonlinear optimization with applications in data science. The theoretical foundation and the fundamental algorithms for nonlinear optimization are ...
Abstract: Trajectory optimization of electric vertical takeoff and landing (eVTOL) vehicles for urban air mobility (UAM) missions, such as passenger transportation and cargo delivery, has only been ...
Higher-value audiences are adopting AI faster, fragmenting search behavior and reshaping decisions before the click.
Abstract: Buildings account for substantial global energy consumption, with heating, ventilation, and air conditioning (HVAC) systems as major contributors. We study the setpoint schedule optimization ...
ABSTRACT: The nearly analytic discretization of the frequency-domain wave equation produces large-scale, sparse, and ill-conditioned linear system, which challenge conventional iterative solvers. To ...
An implementation of the basic optimization algorithms in Julia, based on Dr. Qiang Zhu's course in summer 2020 (June-August, 10 weeks) through webex. The course mostly followed the book of Algorithms ...
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