A research team at Duke University has developed a new AI framework that can uncover simple, understandable rules that govern ...

This chaotic-looking "double pendulum" follows a large number of rules that govern its motion. Researchers have trained AI to take data from its movements to uncover simple equations that successfully ...

The pendulum at the museum is attached to a 61-foot-long cable. It typically swings as the Earth rotates, knocking down pegs, until it suddenly stopped this month. The Houston Museum of Natural ...

Houston Museum of Natural Science's Herzstein Foucault Pendulum has stopped after decades, and museum visitors are wondering why. The pendulum at the museum is attached to a 61-foot-long cable. It ...

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Abstract: This paper considers aerial cargo transportation tasks in the presence of double-pendulum swing effects. Due to the higher degree of freedom and the more intricate dynamic coupling of the ...

Abstract: Tower cranes, commonly used across various industries, face challenges due to the complex dynamics caused by the hook mass, which introduces double-pendulum motion. This makes precise ...

--threads THREADS Number of threads for A3C. --episodes EPISODES Number of episodes for training process. --discount DISCOUNT Discount rate. --step_max STEP_MAX Max actor's steps before update of ...

Despite extensive research, physics-informed neural networks (PINNs) are still difficult to train, especially when the optimization relies heavily on the physics loss term. Convergence problems ...