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Application of QUBO solver using black-box optimization to structural design for resonance avoidance
Quadratic unconstrained binary optimization (QUBO) solvers can be applied to design an optimal structure to avoid resonance.
Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics
To develop an efficient machine learning method dedicated to modeling and prediction of multiscale dynamics, we propose a reservoir computing (RC) model with diverse timescales by using a recurrent network of heterogeneous leaky integrator (LI) neurons.
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