Sound and heat revolutions in phononics

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How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning (2021, methodology): “Model Frequency range [0, 10]kHz [10, 20]kHz [20, 30]kHz [30, 40]kHz [40, 50]kHz”
Phonon hydrodynamics and its applications in nanoscale heat transport (2015, positive): “With rapidly increasing focus on nanoscale heat transport and artificial manipulation of phononic material properties [290], thermal rectification becomes a hot topic due to its appreciable effect and potential applications in thermal management of”
Controlling macroscopic heat transfer with thermal metamaterials: Theory, experiment and application (2021, background): “Together with the rapid development of electromagnetic/optical metamaterials [1–7], thermal etamaterials [8] also emerged and became a powerful tool to manipulate heat energy, which started from the proposal f transformation thermotics [9,10], a thermal counterpart of transformation optics [4].”
Interaction between light and highly confined hypersound in a silicon photonic nanowire (2014, methodology): “dÃn dz = −i0 2 ( ∆ñeffÃn−1 + ∆ñ ∗ effÃn+1 ) (1)”