markov-state-models

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AdamCage / llm-semantic-afterlife

Long-run semantic dynamics of large language models beyond the context horizon: semantic half-life, diffusion scaling, metastable states and probability currents under an imposed finite sliding context window.

nlp reproducible-research dynamical-systems complex-systems large-language-models context-window semantic-drift markov-state-models

Updated Sep 8, 2026
Python

anandojha / kate

Star

Kinetics-preserving compression of MD trajectories with a path-distribution bound (KATE: Kinetic-Aware Trajectory Encoder).

python molecular-dynamics kinetics normalizing-flows computational-biophysics trajectory-compression markov-state-models

Updated Aug 16, 2026
Python

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