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Southwest University
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Noncollinear ferrimagnetic NbMnX$_2$ monolayers unlock colossal spin-lattice-charge coupling, enabling field-induced band gap closure and >10,000% anisotropic magnetoresistance.
Exact closed-form solutions for non-diagonal no-jump operators eliminate the need to simulate fault-free paths in amplitude-damped QRAM, accelerating classical noise modeling by up to 285×.
Sharpened activation functions in dephasing-assisted quantum neurons do not yield faster computing: their maximum Fisher information throughput is fundamentally capped by a purely classical two-state jump process.
Rather than treating agent trajectories as dead post-training demonstrations, researchers can now resurrect thousands of fully executable, verifiable terminal environments directly from tool-execution logs.