Reinforcement learning optimisation for graded metamaterial design using a physical-based constraint on the state representation and action space

L Rosafalco, JM De Ponti, L Iorio, RV Craster… - Scientific Reports, 2023 - nature.com
The energy harvesting capability of a graded metamaterial is maximised via reinforcement
learning (RL) under realistic excitations at the microscale. The metamaterial consists of a …

Graded quasiperiodic metamaterials perform fractal rainbow trapping

B Davies, GJ Chaplain, TA Starkey, RV Craster - Physical Review Letters, 2023 - APS
The rainbow trapping phenomenon of graded metamaterials can be combined with the
fractal spectra of quasiperiodic waveguides to give a metamaterial that performs fractal …

[HTML][HTML] Generalised eigenfunction expansion and singularity expansion methods for canonical time-domain wave scattering problems

B Wilks, MH Meylan, F Montiel, S Wakes - Wave motion, 2025 - Elsevier
The generalised eigenfunction expansion method (GEM) and the singularity expansion
method (SEM) are applied to solve the canonical problem of wave scattering on an infinite …

[PDF][PDF] Topics in resonant wave scattering: from rainbow reflection of water waves to

B Wilks - 2023 - ourarchive.otago.ac.nz
The rainbow reflection effect describes the gradual slowing down of a wave and the
simultaneous spatial separation of its spectral components, which occurs in spatially graded …

Topics in resonant wave scattering: From rainbow reflection of water waves to time-domain scattering by acoustic resonators

BN Wilks - 2024 - ourarchive.otago.ac.nz
Abstract rainbow reflection Bloch waves complex resonance time domain wave scattering
spectral methods singularity expansion method generalised eigenfunction expansion …

Graded Metamaterial Beam for Flexural Wave Rainbow Trapping and Multiband Energy Harvesting

W Mo, D Shi, S Huang, Y Lin, B Huang, F Gu… - … conference on the …, 2024 - Springer
When the elastic wave propagates in the special graded structure, the spatial frequency
division and the wave energy concentration will emerge, which is called the rainbow …

De Gruyter Series in Applied and Numerical Mathematics

R Abgrall - (No Title) - degruyter.com
The study of nonlinear phenomena is concerned in the field of natural science and even
social science. Since many phenomena in nature are essentially nonlinear, nonlinear …

[引用][C] Luca Rosafalco, Jacopo Maria De Ponti, Luca Iorio, Richard V. Craster 2, 3, 4

R Ardito, A Corigliano - Scientific Reports, 2023