Optimization of lattice structures using neural networks and numerical simulations based on FEM - Podpruzhnikov, I. A.; Vershinin, A. V.; Levin, V. A.; Zingerman, K. M. (Russian physics journal, 2025)
Keywords: Acoustic insulation; Acoustic waves; Algorithms; Condensed Matter Physics; Finite element method; Hadrons; Heavy Ions; Lasers; Mathematical analysis; Mathematical and Computational Physics; Neural networks; Nuclear Physics; Optical Devices; Optics; Parameters; Photonics; Physics; Physics and Astronomy; Programming languages; Python; Theoretical; Neural networks; Frequency filtering of waves; Machine learning; Finite-element method; Data science; Gradient structures; Elastic waves; Additive manufacturing; Lattice structure