Author

Cai Chen

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#natural language process... May 2026

SuperValid: Capability-Aligned OOD Validation for Generalizable Downstream Scaling

This work proposes SuperValid, a framework that synthesizes OOD, capability-aligned validation data by distilling core concepts from benchmarks within a capability domain and expanding them into diverse, knowledge-rich texts, which enables effective model selection, early stopping, and scaling decisions.

Quan Sun, Chang-Xin Tian, Kensen Shi et al. · arXiv.org · 1 citation · ⚡1

#reinforcement learning Nov 2026

An SAC-Based Auto Optimization Model for Dynamic Current Balancing of Multichip Paralleled SiC Power Module

The dynamic current imbalance between the paralleled SiC mosfets in multichip power modules, which is commonly attributed to the asymmetric module layout, severely limits their current capacity and thermal reliability. Adjusting the connection points of bonding wires is an effective method to mitigate imbalanced dynami...

Yipeng Liu, Jia-Xing Wang, Zexiang Zheng et al. · IEEE transactions on power e... · 0 citations