92 citations · 98 across the 12 of their papers we have counts for
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Evaluation of Neural Surrogates for Physical Modelling Synthesis of Nonlinear Elastic Plates
Carlos De La Vega Martin, Rodrigo Diaz Fernandez, Mark Sandler
Physical modelling synthesis aims to generate audio from physical simulations of vibrating structures. Thin elastic plates are a common model for drum membranes. Traditional numeri…
Fast Differentiable Modal Simulation of Non-linear Strings, Membranes, and Plates
Rodrigo Diaz, Mark Sandler
Modal methods for simulating vibrations of strings, membranes, and plates are widely used in acoustics and physically informed audio synthesis. However, traditional implementations…
Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman based Deep Learning Methods
Rodrigo Diaz, Carlos De La Vega Martin, Mark Sandler
This paper presents an examination of State Space Models (SSM) and Koopman-based deep learning methods for modelling the dynamics of both linear and non-linear stiff strings. Throu…