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18 animated slides
Dynamics as Computation
A visual talk on how computation can emerge from physical dynamics, moving from reservoir systems and operator lifts through classical-quantum structure to optimisation in Hamiltonian ground states.
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Dynamics as Computation
This talk asks when a dynamical system stops being merely something that evolves and starts behaving like a computational device. The route runs through reservoir computing, Koopman and KvN viewpoints, quantum signatures in quasiprobability, and finally the encoding of optimisation problems into Hamiltonian ground states.
- It begins by comparing smooth dynamical evolution with symbolic step-by-step computation.
- It develops the operator picture through random features, reservoirs, Koopman lifts, and measurement.
- It ends with quantum structure, Hamiltonians of mean force, and ground-state optimisation.
18 animated slides
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Dynamics as Computation
A visual seminar on reservoir dynamics, operator lifts, quantum structure, and optimisation via Hamiltonian ground states.
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