2 papers
physics.bio-ph2026
Predictability can be dynamically constructed in deterministic systems
Lars Koopmans, Elinor M. Kay, Hyun Youk
A deterministic system's future can be fixed from the start yet remain unpredictable because of chaos or computational irreducibility. Here we reveal another source of unpredictabi…
q-bio.OT2025
Self-Organization Dynamics Beyond Equilibrium: Discreteness, Computation, and Rules of Life
Hyun Youk
Living systems self-organize in ways that conventional physical frameworks-based on forces, energies, and continuous fields-cannot fully capture. Processes like gene regulation and…