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

This study investigates the feasibility of using simple regression-based machine learning models to approximate MOSFET Direct Current and small-signal characteristics obtained from LTspice simulations and shows that polynomial regression achieves very high fitting accuracy.

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