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Conference Aug 2026

Research on a Trusted Identity Authentication Mechanism for Enterprise Collaboration Based on MPC-TLS and Zero-Knowledge Proofs

Enterprise collaboration in open networks faces a fundamental tension between verifying counterparty credential authenticity and preserving business privacy. Existing identity authentication methods either rely on easily forged static documents or demand full credential access, resulting in inefficient manual due dilig...

Yiang Xu, Shuai-Hang Li, Min Han · 0 citations
Open access Sep 2026

PR-MLP: a physics-regularized deep learning framework for rapid prediction of impurity-mode instabilities in tokamaks

Microinstabilities associated with impurities in tokamak plasmas can affect particle transport and radiative power loss; rapid identification of weakly unstable regimes is essential for parameter scans near stability boundaries. In this work, we develop MLP surrogate models for the HD7 gyrokinetic impurity-mode solve...

Yin-Yuan Chen, Jian-Bo Wang, Yong-Hui Li et al. · 0 citations

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