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While increasing computational resources could alleviate this issue, it is often not practical, significantly as the complexity of simulations increases, and real-time computation is needed for applications like control systems. Machine learning algorithms, such as neural networks (NNs), offer a ...
Notably, for divergent profiles, the pressure distribution becomes negative, which, in practical scenarios, would typically signify the onset of cavitation. However, prior research has shown the PINN’s ability to accurately predict negative pressure distributions for divergent gaps [10], indicating ...
This paper does not fully solve the practical problem of computing an approximated and useful linear response for most high-dimensional continuous-time systems, but it should be a building block of a good solution. In discrete time, it seems that the fast response algorithm, an algorithm based ...
A relevant practical aspect of the proposed sensing technique lies in the electrical control of the graphene Fermi energy, which allows the fine tuning of the desired plasmon resonance to match the molecule rotational transition. This requires a gating device such that a gate at the bottom is com...
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