Author

Wen-Bo Wu

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Conference Open access 2026

Machine Learning-Based Approximation of MOSFET DC and Small-Signal Characteristics from LTspice Simulation

. Accurate modeling of MOSFET characteristics is essential for analog circuit design, where designers commonly rely on SPICE simulations to predict transistor behavior under different bias conditions. However, repeated SPICE simulations can become computationally expensive during design exploration and optimization. Th...

Wen-Bo Wu · Proceedings of the 4th Inter... · 0 citations

#machine learning Preprint Oct 2026

Cost-Aware Mixture-of-Experts Coordination for Model Markets

An MoE-based model market framework that lifts Mixture-of-Experts from a model-level learning architecture to a market-level coordination mechanism and introduces a cost-adjusted revenue allocation rule that distributes residual revenue according to realized expert participation and execution cost is proposed.

Yi-Zhou Ma, Wen-Bo Wu, Xi-Kun Jiang et al. · 0 citations