Bernoulli's Principle explains how an aircraft wing produces lift.
Air flows faster over the curved upper surface of the wing than along the flatter lower surface. Faster-moving air creates lower pressure above the wing, while slower air below results in higher pressure. This pressure difference generates an upward lift force that supports the aircraft in flight.
The same principle is applied in carburetors, atomizers, venturi meters, and various fluid-handling systems where differences in flow speed are used to create controlled pressure changes.
Biological Neuron vs. Artificial Neuron (Perceptron with Sigmoid Activation)
A biological neuron receives input signals through dendrites, integrates them at the cell body (soma/nucleus), and fires an output signal along the axon if the combined input exceeds a threshold.
Mathematically, this is modeled as an artificial neuron:
> Multiple inputs X₁, X₂, …, Xₙ are multiplied by their respective weights W₁, W₂, …, Wₙ.
> The weighted sum is adjusted by a bias term B:
Z = Σ WᵢXᵢ - B
> A nonlinear activation function (here the sigmoid) is applied:
Output = 1 / (1 + e^(-Z))
This produces a smooth output signal between 0 and 1, mimicking the neuron’s firing behavior in a differentiable way suitable for machine learning.
Artemis, Chang’e and CLPS push for lunar landings with meter-level accuracy.
EDL (“last minutes of terror”) is high-risk due to limited computing, lighting changes, and fast dynamics.
Camera navigation helps detect hazards and guide landing; craters are key targets
Impact craters consist of a floor, walls, rim, ejecta, rays, and sometimes a central peak. They are classified into three types: simple craters with bowl-shaped profiles, transitional craters with flat floors, and complex craters featuring terraces and central peaks
The analysis of crater morphology enables the identification and quantification of characteristic surface features, as morphological parameters serve as reliable indicators of impact energy, post-formation degradation processes, and surface roughness