The Secret of Transparency: How a Neural Network Learns from Water
Water in a stream bends around rocks, but the math of that motion hides in a black box: that's how ordinary neural networks work. They give an answer but don't say why. Engineers can't trust a prediction if they can't see its reasoning.
Fluid dynamics now has a transparent model.