Zijie Chen

Ultra-efficient physical field computing by complex-valued network quantization

2026 · Nature Communications

Neural network quantization is an established technique for compressing real-valued models, but its application to complex-valued networks-essential in electromagnetics, acoustics, and quantum physics-remains underdeveloped. Conventional quantization methods treat real and imaginary components as independent channels, …