Reduced projection method for photonic moiré lattices (2309.09238v3)
Abstract: This paper presents a reduced projection method for the solution of quasiperiodic Schr\"{o}dinger eigenvalue problems for photonic moir\'e lattices. Using the properties of the Schr\"{o}dinger operator in higher-dimensional space via a projection matrix, we rigorously prove that the generalized Fourier coefficients of the eigenfunctions exhibit faster decay rate along a fixed direction associated with the projection matrix. An efficient reduction strategy of the basis space is then proposed to reduce the degrees of freedom significantly. Rigorous error estimates of the proposed reduced projection method are provided, indicating that a small portion of the degrees of freedom is sufficient to achieve the same level of accuracy as the classical projection method. We present numerical examples of photonic moir\'e lattices in one and two dimensions to demonstrate the accuracy and efficiency of our proposed method.
- F. Lei and C. Wang. Study on the properties of solitons in Moiré lattice. Optik, 219:165169, 2020.
- Localization and delocalization of light in photonic Moiré lattices. Nature, 577(7788):42–46, 2020.
- Unconventional superconductivity in magic-angle graphene superlattices. Nature, 556(7699):43–50, 2018.
- Strong light-matter interactions in heterostructures of atomically thin films. Science, 340(6138):1311–1314, 2013.
- Graphene-like two-dimensional materials. Chemical Reviews, 113(5):3766–3798, 2013.
- Localization-delocalization wavepacket transition in Pythagorean aperiodic potentials. Scientific Reports, 6(1):1–8, 2016.
- Pythagoras superposition principle for localized eigenstates of two-dimensional moiré lattices. Physical Review A, 108(8):013513, 2023.
- Superconductors, orbital magnets and correlated states in magic-angle bilayer graphene. Nature, 574(7780):653–657, 2019.
- Quasi-periodic solutions for the general semilinear duffing equations with asymmetric nonlinearity and oscillating potential. Science China Mathematics, 64:931–946, 2021.
- R. Bistritzer and A.H. MacDonald. Moiré bands in twisted double-layer graphene. Proceedings of the National Academy of Sciences, 108(30):12233–12237, 2011.
- Twistronics: Manipulating the electronic properties of two-dimensional layered structures through their twist angle. Physical Review B, 95(7):075420, 2017.
- A. González-Tudela and I. Cirac. Cold atoms in twisted-bilayer optical potentials. Physical Review A, 100(5):053604, 2019.
- Moiré superlattice structures in kicked Bose-Einstein condensates. Physical Review A, 93(2):023609, 2016.
- Moiré hyperbolic metasurfaces. Nano Letters, 20(5):3217–3224, 2020.
- Numerical analysis of computing quasiperiodic systems. arXiv:2210.04384.
- Optical soliton formation controlled by angle twisting in photonic moiré lattices. Nature Photonics, 14(11):663–668, 2020.
- Multifrequency solitons in commensurate-incommensurate photonic moiré lattices. Physical Review Letters, 127(16):163902, 2021.
- Sieve of eratosthenes for Bose-Einstein condensates in optical moiré lattices. Physical Review A, 105(2):L021304, 2022.
- Fourier modal method for moiré lattices. Physical Review B, 104(8):085424, 2021.
- H. Davenport and K. Mahler. Simultaneous Diophantine approximation. Duke Mathematical Journal, 13(1):105–111, 1946.
- A.L. Goldman and R. Kelton. Quasicrystals and crystalline approximants. Reviews of Modern Physics, 65(1):213, 1993.
- R. Lifshitz and D.M. Petrich. Theoretical model for Faraday waves with multiple-frequency forcing. Physical Review Letters, 79(7):1261, 1997.
- Computation and visualization of photonic quasicrystal spectra via Bloch’s theorem. Physical Review B, 77(10):104201, 2008.
- K. Jiang and P. Zhang. Numerical methods for quasicrystals. Journal of Computational Physics, 256:428–440, 2014.
- K. Jiang and P. Zhang. Numerical mathematics of quasicrystals. In Proceedings of the International Congress of Mathematicians: Rio de Janeiro 2018, pages 3591–3609. World Scientific, 2018.
- Convergence of the planewave approximations for quantum incommensurate systems. arXiv:2204.00994.
- Plane wave methods for quantum eigenvalue problems of incommensurate systems. Journal of Computational Physics, 384:99–113, 2019.
- Accurately recover global quasiperiodic systems by finite points. arXiv preprint arXiv:2309.13236, 2023.
- Sobolev spaces. Elsevier, 2003.
- H. Bohr. Almost Periodic Functions. Courier Dover Publications, 2018.
- Almost Periodic Functions and Differential Equations. CUP Archive, 1982.
- L. Grafakos. Classical Fourier Analysis, volume 2. Springer, 2008.
- Atomic bose–einstein condensate in twisted-bilayer optical lattices. Nature, 615(7951):231–236, 2023.
- B. Simon. Almost periodic Schrödinger operators: a review. Advances in Applied Mathematics, 3(4):463–490, 1982.
- Spectral Methods: Algorithms, Analysis and Applications, volume 41. Springer Science & Business Media, 2011.
- An adaptive bdf2 implicit time-stepping method for the phase field crystal model. IMA Journal of Numerical Analysis, 42(1):649–679, 2022.
- H. A. Van Der Vorst. Krylov subspace iteration. Computing in Science & Engineering, 2(1):32–37, 2000.
- D. S. Watkins. The matrix eigenvalue problem: GR and Krylov subspace methods. SIAM, 2007.
- R.B. Lehoucq. Implicitly restarted arnoldi methods and subspace iteration. SIAM Journal on Matrix Analysis and Applications, 23(2):551–562, 2001.
- ARPACK Users’ Guide: Solution of Large-scale Eigenvalue Problems with Implicitly Restarted Arnoldi Methods. SIAM, 1998.
- Large-scale computation of pseudospectral using arpack and eigs. SIAM Journal on Scientific Computing, 23(2):591–605, 2001.
- I. Babuška and J. Osborn. Eigenvalue Problems. Handbook of Numerical Analysis, 2:641–787, 1991.
- Spectral methods: Fundamentals in Single Domains. Springer Science & Business Media, 2007.
- J. Liesen and Z. Strakos. Krylov Subspace Methods: Principles and Analysis. Oxford University Press, 2013.
- C.T. Kelley. Iterative Methods for Linear and Nonlinear Equations. SIAM, 1995.
- Y. Saad. Iterative Methods for Sparse Linear Systems. SIAM, 2003.
- G.W. Stewart. A Krylov-Schur algorithm for large eigenproblems. SIAM Journal on Matrix Analysis and Applications, 23(3):601–614, 2002.
- Wave and defect dynamics in nonlinear photonic quasicrystals. Nature, 440(7088):1166–1169, 2006.
- Disorder-enhanced transport in photonic quasicrystals. Science, 332(6037):1541–1544, 2011.