Mathematics, often considered the pinnacle of abstraction and rationality, possesses a stunning beauty of form and structure at its core. From the elegant undulations of a sine wave to the infinite details of a fractal, each exquisite formula corresponds to a unique spatial logic and visual pattern. However, traditional learning methods often stop at symbolic derivation, failing to intuitively perceive the aesthetic impact of its graphical representation. Liberating the beauty of mathematics from abstract symbols, making it a visible and tangible art, is key to bridging rational cognition and sensory appreciation. Our interactive exhibit, "The Beauty of Formulas," bridges this gap within a delicate 400*400*600mm space. Visitors first select a mathematical formula on a touchscreen, ranging from classic sine and cosine to the graceful rose curve. The system then uses multimedia animation to explain the formula's geometric meaning and generative logic. Next, the exhibit's core precision