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Lyapunov time
Lyapunov time
PulseAugur coverage of Lyapunov time — every cluster mentioning Lyapunov time across labs, papers, and developer communities, ranked by signal.
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Jacobian Fine-Tuning Stabilizes Neural PDE Emulators
A new research paper explores Jacobian fine-tuning as a method to stabilize neural emulators for chaotic partial differential equations (PDEs). The study decomposes error sources, separating physical error growth from m…
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Equation-free digital twins leverage Koopman theory for structural dynamics
Researchers have developed a new digital twin framework for monitoring complex engineering structures, particularly in challenging environments with non-stationary and nonlinear dynamics. This approach utilizes Koopman …