Fetching the paper…
Reading the bibliography…
The $\textit{invrs-gym}$ is a toolkit for research in nanophotonic inverse design, topology optimization, and AI-guided design.
D. Wolpert and W. Macready, “No free lunch theorems for optimization,” IEEE Transactions on Evolutionary Computation 1
1997
Earlier work this paper cites.
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, “Gradient-based learning applied to document recognition,” Proceedings of the IEEE 86
1998
Earlier work this paper cites.
J. E. Jureller, H. Y. Kim, and N. F. Scherer, “Stochastic scanning multiphoton multifocal microscopy,” Opt. Express 14
2006
Earlier work this paper cites.
J. Deng, W. Dong, R. Socher, et al. , “Imagenet: A large-scale hierarchical image database,” in 2009 IEEE conference on computer vision and pattern recognition, (Ieee, 2009), pp. 248–255
2009
Earlier work this paper cites.
A. Krizhevsky, G. Hinton et al. , “Learning multiple layers of features from tiny images,” (2009)
2009
Earlier work this paper cites.
A. F. Oskooi, D. Roundy, M. Ibanescu, et al. , “MEEP: A flexible free-software package for electromagnetic simulations by the FDTD method,” Computer Physics Communications 181
2010
Earlier work this paper cites.
F. Wang, B. S. Lazarov, and O. Sigmund, “On projection methods, convergence and robust formulations in topology optimization,” Structural and Multidisciplinary Optimization 43
2011
Earlier work this paper cites.
X. Liang and S. G. Johnson, “Formulation for scalable optimization of microcavities via the frequency-averaged local density of states,” Optics express 21
2013
Earlier work this paper cites.
Y. Elesin, B. S. Lazarov, J. S. Jensen, and O. Sigmund, “Time domain topology optimization of 3d nanophotonic devices,” Photonics and Nanostructures-Fundamentals and Applications 12
2014
Earlier work this paper cites.
B. Shen, P. Wang, R. Polson, and R. Menon, “An integrated-nanophotonics polarization beamsplitter with 2.4 × \times 2.4 μ \mu m2 footprint,” Nature Photonics 9
2015
Earlier work this paper cites.
L. F. Frellsen, Y. Ding, O. Sigmund, and L. H. Frandsen, “Topology optimized mode multiplexing in silicon-on-insulator photonic wire waveguides,” Optics express 24
2016
Earlier work this paper cites.
S. Basu and B. Wallner, “Dockq: a quality measure for protein-protein docking models,” PloS one 11
2016
Earlier work this paper cites.
M. Khorasaninejad, W. T. Chen, R. C. Devlin, et al. , “Metalenses at visible wavelengths: Diffraction-limited focusing and subwavelength resolution imaging,” Science 352
2016
Earlier work this paper cites.
O. D. Miller, A. G. Polimeridis, M. Homer Reid, et al. , “Fundamental limits to optical response in absorptive systems,” Optics express 24
2016
Earlier work this paper cites.
A. Y. Piggott, J. Petykiewicz, L. Su, and J. Vučković, “Fabrication-constrained nanophotonic inverse design,” Scientific reports 7
2017
Earlier work this paper cites.
D. Donoho, “50 years of data science,” Journal of Computational and Graphical Statistics 26
2017
Earlier work this paper cites.
D. Sell, J. Yang, S. Doshay, et al. , “Large-angle, multifunctional metagratings based on freeform multimode geometries,” Nano Letters 17
2017
Earlier work this paper cites.
R. Vandenhouten, A. Hermerschmidt, and R. Fiebelkorn, “Design and quality metrics of point patterns for coded structured light illumination with diffractive optical elements in optical 3D sensors,” in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, vol. 10335 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series B. C. Kress, W. Osten, and H. P. Urbach, eds. (2017), p. 1033518
2017
Earlier work this paper cites.
B. H. Chen, P. C. Wu, V.-C. Su, et al. , “Gan metalens for pixel-level full-color routing at visible light,” Nano Letters 17
2017
Earlier work this paper cites.
J. Yang, D. Sell, and J. A. Fan, “Freeform metagratings based on complex light scattering dynamics for extreme, high efficiency beam steering,” Annalen der Physik 530
2018
Earlier work this paper cites.
O. Barlev and M. A. Golub, “Multifunctional binary diffractive optical elements for structured light projectors,” Opt. Express 26
2018
Earlier work this paper cites.
R. Pestourie, C. Pérez-Arancibia, Z. Lin, et al. , “Inverse design of large-area metasurfaces,” Optics express 26
2018
Earlier work this paper cites.
Z. Lin, B. Groever, F. Capasso, et al. , “Topology-optimized multilayered metaoptics,” Phys. Rev. Appl. 9
2018
Earlier work this paper cites.
F. Wang, R. E. Christiansen, Y. Yu, et al. , “Maximizing the quality factor to mode volume ratio for ultra-small photonic crystal cavities,” Applied Physics Letters 113
2018
Earlier work this paper cites.
D. Vercruysse, N. V. Sapra, L. Su, et al. , “Analytical level set fabrication constraints for inverse design,” Scientific Reports 9
2019
Earlier work this paper cites.
M. H. Tahersima, K. Kojima, T. Koike-Akino, et al. , “Deep neural network inverse design of integrated photonic power splitters,” Scientific Reports 9
2019
Earlier work this paper cites.
R. E. Christiansen, J. Vester-Petersen, S. P. Madsen, and O. Sigmund, “A non-linear material interpolation for design of metallic nano-particles using topology optimization,” Computer Methods in Applied Mechanics and Engineering 343
2019
Earlier work this paper cites.
T. Phan, D. Sell, E. W. Wang, et al. , “High-efficiency, large-area, topology-optimized metasurfaces,” Light: Science & Applications 8
2019
Cited alongside, same era.
T. W. Hughes, I. A. D. Williamson, M. Minkov, and S. Fan, “Forward-mode differentiation of maxwell’s equations,” ACS Photonics 6
2019
Cited alongside, same era.
A. Y. Piggott, E. Y. Ma, L. Su, et al. , “Inverse-designed photonics for semiconductor foundries,” Acs Photonics 7
2020
Cited alongside, same era.
M. J. Salganik, I. Lundberg, A. T. Kindel, et al. , “Measuring the predictability of life outcomes with a scientific mass collaboration,” Proceedings of the National Academy of Sciences 117
2020
Cited alongside, same era.
Z. Chen, B. Mc Larney, J. Rebling, et al. , “High-speed large-field multifocal illumination fluorescence microscopy,” Laser & Photonics Reviews 14
2020
X. Zou, Y. Zhang, R. Lin, et al. , “Pixel-level bayer-type colour router based on metasurfaces,” Nature Communications 13
2022
Later among the works it cites.
P. B. Catrysse, N. Zhao, W. Jin, and S. Fan, “Subwavelength bayer rgb color routers with perfect optical efficiency,” Nanophotonics 11
2022
Later among the works it cites.
Z. Li, R. Pestourie, Z. Lin, et al. , “Empowering metasurfaces with inverse design: Principles and applications,” ACS Photonics 9
2022
Later among the works it cites.
I. A. D. Williamson, “Ceviche challenges: photonic inverse design suite,” https://github.com/google/ceviche-challenges (2022)
2022
Later among the works it cites.
G. Işiklar, P. T. Kristensen, J. Mørk, et al. , “On the trade-off between mode volume and quality factor in dielectric nanocavities optimized for purcell enhancement,” Optics Express 30
2022
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
D. C. Kim, A. Hermerschmidt, P. Dyachenko, and T. Scharf, “Inverse design and demonstration of high-performance wide-angle diffractive optical elements,” Opt. Express 28
2020
Cited alongside, same era.
R. E. Christiansen, Z. Lin, C. Roques-Carmes, et al. , “Fullwave maxwell inverse design of axisymmetric, tunable, and multi-scale multi-wavelength metalenses,” Opt. Express 28
2020
Cited alongside, same era.
H. Chung and O. D. Miller, “High-na achromatic metalenses by inverse design,” Opt. Express 28
2020
Cited alongside, same era.
S. Chakravarthi, P. Chao, C. Pederson, et al. , “Inverse-designed photon extractors for optically addressable defect qubits,” Optica 7
2020
Cited alongside, same era.
A. M. Hammond, A. Oskooi, S. G. Johnson, and S. E. Ralph, “Photonic topology optimization with semiconductor-foundry design-rule constraints,” Opt. Express 29
2021
Cited alongside, same era.
Z. Liu, D. Zhu, L. Raju, and W. Cai, “Tackling photonic inverse design with machine learning,” Advanced Science 8
2021
Cited alongside, same era.
J. Jiang, M. Chen, and J. A. Fan, “Deep neural networks for the evaluation and design of photonic devices,” Nature Reviews Materials 6
2021
Cited alongside, same era.
Later among the works it cites.
M. F. Schubert, “totypes: Custom types for topology optimization,” https://github.com/invrs-io/totypes (2023)
2023
Later among the works it cites.
C. Yeung, B. Pham, R. Tsai, et al. , “Deepadjoint: An all-in-one photonic inverse design framework integrating data-driven machine learning with optimization algorithms,” ACS Photonics 10
2023
Later among the works it cites.
R. P. Jenkins, S. D. Campbell, and D. H. Werner, “General-purpose algorithm for two-material minimum feature size enforcement of freeform nanophotonic devices,” ACS Photonics 10
2023
Later among the works it cites.
M. F. Schubert and A. M. Hammond, “Fourier modal method for inverse design of metasurface-enhanced micro-leds,” Opt. Express 31
2023
Later among the works it cites.
W. T. Chen, J.-S. Park, J. Marchioni, et al. , “Dispersion-engineered metasurfaces reaching broadband 90% relative diffraction efficiency,” Nature Communications 14
2023
Later among the works it cites.
Y. Q. Peng, H. P. Lu, D. S. Zhang, et al. , “Inverse design of a light nanorouter for a spatially multiplexed optical filter,” Opt. Lett. 48
2023
Later among the works it cites.
R. Zhong, X. Xu, Y. Zhou, et al. , “High-efficiency integrated color routers by simple identical nanostructures for visible and near-infrared wavelengths,” Photonics 10
2023
Later among the works it cites.
Y. Shao, S. Guo, R. Chen, et al. , “Pixelated nir–vis spectral routers based on 2d mie-type metagratings,” Laser & Photonics Reviews 17
2023
Later among the works it cites.
X. Zou, G. Gong, Y. Lin, et al. , “Metasurface-based polarization color routers,” Optics and Lasers in Engineering 163
2023
Later among the works it cites.
A. M. Ferber, T. Huang, D. Zha, et al. , “SurCo: Learning linear SURrogates for COmbinatorial nonlinear optimization problems,” in Proceedings of the 40th International Conference on Machine Learning, vol. 202 of Proceedings of Machine Learning Research A. Krause, E. Brunskill, K. Cho, et al. , eds. (PMLR, 2023), pp. 10034–10052
2023
Later among the works it cites.
2023
Later among the works it cites.
M. Chen, R. E. Christiansen, J. A. Fan, et al. , “Validation and characterization of algorithms and software for photonics inverse design,” J. Opt. Soc. Am. B 41
2024
Closest in time.
M. Buttenschoen, G. M. Morris, and C. M. Deane, “Posebusters: Ai-based docking methods fail to generate physically valid poses or generalise to novel sequences,” Chemical Science 15
2024
Closest in time.
A. Sabzevari and A. Hatef, “Inverse design and optimization of a one-dimensional metagrating beam deflector by smart pattern search,” Appl. Opt. 63
2024
Closest in time.
Y. Xiao, M. Xu, M. Pu, et al. , “Topology-optimized freeform broadband optical metagrating for high-efficiency large-angle deflection,” J. Opt. Soc. Am. B 41
2024
Closest in time.
Y. Zhou, C. Mao, E. Gershnabel, et al. , “Large-area, high-numerical-aperture, freeform metasurfaces,” Laser & Photonics Reviews p. 2300988 (2024)
2024
Closest in time.
C. Kim, J. Hong, J. Jang, et al. , “Freeform metasurface color router for deep submicron pixel image sensors,” Science Advances 10
2024
Closest in time.
Y. J. Hong, B. J. Jeon, Y. G. Ki, and S. J. Kim, “A metasurface color router facilitating rgb-nir sensing for an image sensor application,” Nanophotonics 13
2024
Closest in time.
R. K. Padhy and A. Chandrasekhar, “Photos: Topology optimization of photonic components using a shape library,” (2024)
2024
Closest in time.
A. K. C. Cheung, K. Gadepalli, J. Guan, et al. , “Inverse-designed cwdm demultiplexer operated in o-band,” in Optical Fiber Communication Conference (OFC) 2024, (Optica Publishing Group, 2024), p. W1A.6
2024
Closest in time.
S. G. Johnson, W. Ma, A. Oskooi, et al. , “Imageruler: Measure minimum solid/void length scales in binary images,” https://github.com/NanoComp/imageruler (2024)
2024
Closest in time.