Research graph
References from Physics-Informed Structural Attention Unlocks Efficient and Interpretable Inverse-Designed Photonic Devices. Local targets link to admitted publications; unresolved targets remain external evidence.
Optical interconnection networks in data centers: recent trends and future challenges
10.1109/mcom.2013.6588648 · 2013 · External reference
Recent advances in optical technologies for data centers: a review
10.1364/optica.5.001354 · 2018 · External reference
Scaling optical interconnects for hyperscale data center networks
10.1109/jproc.2022.3178977 · 2022 · External reference
Three-dimensional photonic integration for ultra-low-energy, high-bandwidth interchip data links
10.1038/s41566-025-01633-0 · 2025 · External reference
Photonics for artificial intelligence and neuromorphic computing
10.1038/s41566-020-00754-y · 2021 · External reference
Integrated photonics enabling ultra-wideband fibre–wireless communication
10.1038/s41586-026-10172-9 · 2026 · External reference
The potential of multidimensional photonic computing
10.1038/s42254-025-00843-3 · 2025 · External reference
Intelligent nanophotonics: merging photonics and artificial intelligence at the nanoscale
10.1515/nanoph-2018-0183 · 2018 · External reference
Inverse design for ultra-compact integrated photonics
10.1364/prj.570698 · 2026 · External reference
Inverse design of nanophotonic devices enabled by optimization algorithms and deep learning: recent achievements and future prospects
10.1515/nanoph-2024-0536 · 2025 · External reference
Inverse design in nanophotonics
10.1038/s41566-018-0246-9 · 2018 · External reference
Inverse design for scalable photonic systems
10.1038/s41578-026-00915-5 · 2026 · External reference
Polarization-Insensitive Wavelength Demultiplexer in Thin-Film Lithium Niobate Photonics Using Deep-Ultraviolet Lithography
10.1021/acsphotonics.6c00573 · 2026 · External reference
Nanofabrication by electron beam lithography and its applications: A review
10.1016/j.mee.2015.02.042 · 2015 · External reference
Quantized inverse design for photonic integrated circuits
10.1021/acsomega.4c10958 · 2025 · External reference
Compact, high-resolution inverse-designed on-chip spectrometer based on tailored disorder modes
10.1002/lpor.202000556 · 2021 · External reference
Inverse-designed low-index-contrast structures on a silicon photonics platform for vector–matrix multiplication
10.1038/s41566-024-01394-2 · 2024 · External reference
Inverse-designed metastructures that solve equations
10.1126/science.aaw2498 · 2019 · External reference
Multi-dimensional data transmission using inverse-designed silicon photonics and microcombs
10.1038/s41467-022-35446-4 · 2022 · External reference
Edge-guided inverse design of digital metamaterial-based mode multiplexers for high-capacity multi-dimensional optical interconnect
10.1038/s41467-025-57689-7 · 2025 · External reference
All-integrated multidimensional optical sensing with a photonic neuromorphic processor
10.1126/sciadv.adu7277 · 2025 · External reference
High computational density nanophotonic media for machine learning inference
10.1038/s41467-025-65213-0 · 2025 · External reference
Inverse-designed nanophotonic neural network accelerators for ultra-compact optical computing
10.1038/s41467-026-68648-1 · 2026 · External reference
Optical meta-waveguides for integrated photonics and beyond
10.1038/s41377-021-00655-x · 2021 · External reference
Maximizing band gaps in two-dimensional photonic crystals by using level set methods
10.1007/s00340-005-1877-3 · 2005 · External reference
A framework for the construction of level set methods for shape optimization and reconstruction
10.4171/ifb/81 · 2003 · External reference
Analytical level set fabrication constraints for inverse design
10.1038/s41598-019-45026-0 · 2019 · External reference
Fabrication-friendly shape optimization for lithium niobate nanophotonics based on levelset method
10.1109/jlt.2024.3468029 · 2025 · External reference
Systematic design of photonic crystal structures using topology optimization: Low-loss waveguide bends
10.1063/1.1688450 · 2004 · External reference
Inverse design in photonics by topology optimization: tutorial
10.1364/josab.406048 · 2021 · External reference
Adjoint method and inverse design for nonlinear nanophotonic devices
10.1021/acsphotonics.8b01522 · 2018 · External reference
Inverse design and demonstration of a compact and broadband on-chip wavelength demultiplexer
10.1038/nphoton.2015.69 · 2015 · External reference
Inverse-designed photonics for semiconductor foundries
10.1021/acsphotonics.9b01540 · 2020 · External reference
General-purpose algorithm for two-material minimum feature size enforcement of freeform nanophotonic devices
10.1021/acsphotonics.2c01166 · 2023 · External reference
Photonic topology optimization with semiconductor-foundry design-rule constraints
10.1364/oe.431188 · 2021 · External reference
Experimental demonstration of robust nanophotonic devices optimized by topological inverse design with energy constraint
10.1364/prj.457066 · 2022 · External reference
Inverse design of digital nanophotonic devices using the adjoint method
10.1364/prj.383887 · 2020 · External reference
10.1364/ofc.2025.m1d.2
10.1364/ofc.2025.m1d.2 · External reference
Inverse-designed multidimensional-division-multiplexing photonic circuits for dense integration
10.1021/acsphotonics.5c00761 · 2025 · External reference
Dielectric metasurfaces enabled ultra densely integrated multidimensional optical system
10.1002/lpor.202100521 · 2022 · External reference
Nonvolatile PCM-driven photonic computing using programmable sub-wavelength digital metasurfaces
10.1364/ol.565443 · 2025 · External reference
Arbitrarily routed mode-division multiplexed photonic circuits for dense integration
10.1038/s41467-019-11196-8 · 2019 · External reference
On-chip multi-band mode-division multiplexed optical interconnect using ultra-broadband inverse-designed digital metamaterials
10.1364/prj.562457 · 2025 · External reference
Robust inverse design of digital photonic devices for photonic integrated circuits
10.1364/oe.544018 · 2025 · External reference
Large-scale photonic inverse design: computational challenges and breakthroughs
10.1515/nanoph-2024-0127 · 2024 · External reference
Efficient pixel-by-pixel optimization of photonic devices utilizing the Dyson’s equation in a Green’s function formalism: Part I. Implementation with the method of discrete dipole approximation
10.1364/josab.36.002378 · 2019 · External reference
Efficient pixel-by-pixel optimization of photonic devices utilizing the Dyson’s equation in a Green’s function formalism: Part II. Implementation using standard electromagnetic solvers
10.1364/josab.36.002387 · 2019 · External reference
Machine learning-enabled globally guaranteed evolutionary computation
10.1038/s42256-023-00642-4 · 2023 · External reference
Ultrafast perturbation maps as a quantitative tool for testing of multi-port photonic devices
10.1038/s41467-018-04662-2 · 2018 · External reference
10.1109/ipc57732.2023.10360565
10.1109/ipc57732.2023.10360565 · External reference
10.23919/date64628.2025.10993227
10.23919/date64628.2025.10993227 · External reference
Mapping the global design space of nanophotonic components using machine learning pattern recognition
10.1038/s41467-019-12698-1 · 2019 · External reference
Manifold Learning for Knowledge Discovery and Intelligent Inverse Design of Photonic Nanostructures: Breaking the Geometric Complexity
10.1021/acsphotonics.1c01888 · 2022 · External reference
Gradient-probability-driven discrete search algorithm for on-chip photonics inverse design
10.1364/oe.432313 · 2021 · External reference
Efficient Structure Transformation Based on Sensitivity-Oriented Structure Adjustment for Inverse-Designed Devices
10.3390/photonics11030265 · 2024 · External reference
Adjoint shape optimization applied to electromagnetic design
10.1364/oe.21.021693 · 2013 · External reference
Explainable artificial intelligence: an analytical review
10.1002/widm.1424 · 2021 · External reference
Explainable artificial intelligence: a comprehensive review
10.1007/s10462-021-10088-y · 2022 · External reference
Enhancing adjoint optimization-based photonic inverse design with explainable machine learning
10.1021/acsphotonics.1c01636 · 2022 · External reference
Elucidating the behavior of nanophotonic structures through explainable machine learning algorithms
10.1021/acsphotonics.0c01067 · 2020 · External reference
10.1364/bicop.2025.tu1b.4
10.1364/bicop.2025.tu1b.4 · External reference
Unresolved reference
External reference
Attention is all you need
2017 · External reference
A very short planar silica spot-size converter using a nonperiodic segmented waveguide
10.1109/50.712252 · 1998 · External reference
Maximizing band gaps in two-dimensional photonic crystals
10.1137/s0036139998338455 · 1999 · External reference
Topology optimized mode multiplexing in silicon-on-insulator photonic wire waveguides
10.1364/oe.24.016866 · 2016 · External reference
Ultra-compact mode (de) multiplexer based on subwavelength asymmetric Y-junction
10.1364/oe.26.008162 · 2018 · External reference
Inverse-designed single-step-etched colorless 3 dB couplers based on RIE-lag-insensitive PhC-like subwavelength structures
10.1364/ol.41.005051 · 2016 · External reference
Compact, high-resolution inverse-designed on-chip spectrometer based on tailored disorder modes
10.1002/lpor.202000556 · ExternalCitation · doi-reference
Dielectric metasurfaces enabled ultra densely integrated multidimensional optical system
10.1002/lpor.202100521 · ExternalCitation · doi-reference
Explainable artificial intelligence: an analytical review
10.1002/widm.1424 · ExternalCitation · doi-reference
Maximizing band gaps in two-dimensional photonic crystals by using level set methods
10.1007/s00340-005-1877-3 · ExternalCitation · doi-reference
Explainable artificial intelligence: a comprehensive review
10.1007/s10462-021-10088-y · ExternalCitation · doi-reference
Nanofabrication by electron beam lithography and its applications: A review
10.1016/j.mee.2015.02.042 · ExternalCitation · doi-reference
Quantized inverse design for photonic integrated circuits
10.1021/acsomega.4c10958 · ExternalCitation · doi-reference
Elucidating the behavior of nanophotonic structures through explainable machine learning algorithms
10.1021/acsphotonics.0c01067 · ExternalCitation · doi-reference
Enhancing adjoint optimization-based photonic inverse design with explainable machine learning
10.1021/acsphotonics.1c01636 · ExternalCitation · doi-reference
Manifold Learning for Knowledge Discovery and Intelligent Inverse Design of Photonic Nanostructures: Breaking the Geometric Complexity
10.1021/acsphotonics.1c01888 · ExternalCitation · doi-reference
General-purpose algorithm for two-material minimum feature size enforcement of freeform nanophotonic devices
10.1021/acsphotonics.2c01166 · ExternalCitation · doi-reference
Inverse-designed multidimensional-division-multiplexing photonic circuits for dense integration
10.1021/acsphotonics.5c00761 · ExternalCitation · doi-reference
Polarization-Insensitive Wavelength Demultiplexer in Thin-Film Lithium Niobate Photonics Using Deep-Ultraviolet Lithography
10.1021/acsphotonics.6c00573 · ExternalCitation · doi-reference
Adjoint method and inverse design for nonlinear nanophotonic devices
10.1021/acsphotonics.8b01522 · ExternalCitation · doi-reference
Inverse-designed photonics for semiconductor foundries
10.1021/acsphotonics.9b01540 · ExternalCitation · doi-reference
Inverse design and demonstration of a compact and broadband on-chip wavelength demultiplexer
10.1038/nphoton.2015.69 · ExternalCitation · doi-reference
Optical meta-waveguides for integrated photonics and beyond
10.1038/s41377-021-00655-x · ExternalCitation · doi-reference
Ultrafast perturbation maps as a quantitative tool for testing of multi-port photonic devices
10.1038/s41467-018-04662-2 · ExternalCitation · doi-reference
Arbitrarily routed mode-division multiplexed photonic circuits for dense integration
10.1038/s41467-019-11196-8 · ExternalCitation · doi-reference
Mapping the global design space of nanophotonic components using machine learning pattern recognition
10.1038/s41467-019-12698-1 · ExternalCitation · doi-reference
Multi-dimensional data transmission using inverse-designed silicon photonics and microcombs
10.1038/s41467-022-35446-4 · ExternalCitation · doi-reference
Edge-guided inverse design of digital metamaterial-based mode multiplexers for high-capacity multi-dimensional optical interconnect
10.1038/s41467-025-57689-7 · ExternalCitation · doi-reference
High computational density nanophotonic media for machine learning inference
10.1038/s41467-025-65213-0 · ExternalCitation · doi-reference
Inverse-designed nanophotonic neural network accelerators for ultra-compact optical computing
10.1038/s41467-026-68648-1 · ExternalCitation · doi-reference
Inverse design in nanophotonics
10.1038/s41566-018-0246-9 · ExternalCitation · doi-reference
Photonics for artificial intelligence and neuromorphic computing
10.1038/s41566-020-00754-y · ExternalCitation · doi-reference
Inverse-designed low-index-contrast structures on a silicon photonics platform for vector–matrix multiplication
10.1038/s41566-024-01394-2 · ExternalCitation · doi-reference
Three-dimensional photonic integration for ultra-low-energy, high-bandwidth interchip data links
10.1038/s41566-025-01633-0 · ExternalCitation · doi-reference
Inverse design for scalable photonic systems
10.1038/s41578-026-00915-5 · ExternalCitation · doi-reference
Integrated photonics enabling ultra-wideband fibre–wireless communication
10.1038/s41586-026-10172-9 · ExternalCitation · doi-reference
Analytical level set fabrication constraints for inverse design
10.1038/s41598-019-45026-0 · ExternalCitation · doi-reference
The potential of multidimensional photonic computing
10.1038/s42254-025-00843-3 · ExternalCitation · doi-reference
Machine learning-enabled globally guaranteed evolutionary computation
10.1038/s42256-023-00642-4 · ExternalCitation · doi-reference
Systematic design of photonic crystal structures using topology optimization: Low-loss waveguide bends
10.1063/1.1688450 · ExternalCitation · doi-reference
A very short planar silica spot-size converter using a nonperiodic segmented waveguide
10.1109/50.712252 · ExternalCitation · doi-reference
10.1109/ipc57732.2023.10360565
10.1109/ipc57732.2023.10360565 · ExternalCitation · doi-reference
Fabrication-friendly shape optimization for lithium niobate nanophotonics based on levelset method
10.1109/jlt.2024.3468029 · ExternalCitation · doi-reference
Scaling optical interconnects for hyperscale data center networks
10.1109/jproc.2022.3178977 · ExternalCitation · doi-reference
Optical interconnection networks in data centers: recent trends and future challenges
10.1109/mcom.2013.6588648 · ExternalCitation · doi-reference
All-integrated multidimensional optical sensing with a photonic neuromorphic processor
10.1126/sciadv.adu7277 · ExternalCitation · doi-reference
Inverse-designed metastructures that solve equations
10.1126/science.aaw2498 · ExternalCitation · doi-reference
Maximizing band gaps in two-dimensional photonic crystals
10.1137/s0036139998338455 · ExternalCitation · doi-reference
10.1364/bicop.2025.tu1b.4
10.1364/bicop.2025.tu1b.4 · ExternalCitation · doi-reference
Efficient pixel-by-pixel optimization of photonic devices utilizing the Dyson’s equation in a Green’s function formalism: Part I. Implementation with the method of discrete dipole approximation
10.1364/josab.36.002378 · ExternalCitation · doi-reference
Efficient pixel-by-pixel optimization of photonic devices utilizing the Dyson’s equation in a Green’s function formalism: Part II. Implementation using standard electromagnetic solvers
10.1364/josab.36.002387 · ExternalCitation · doi-reference
Inverse design in photonics by topology optimization: tutorial
10.1364/josab.406048 · ExternalCitation · doi-reference
Adjoint shape optimization applied to electromagnetic design
10.1364/oe.21.021693 · ExternalCitation · doi-reference
Topology optimized mode multiplexing in silicon-on-insulator photonic wire waveguides
10.1364/oe.24.016866 · ExternalCitation · doi-reference
Ultra-compact mode (de) multiplexer based on subwavelength asymmetric Y-junction
10.1364/oe.26.008162 · ExternalCitation · doi-reference
Photonic topology optimization with semiconductor-foundry design-rule constraints
10.1364/oe.431188 · ExternalCitation · doi-reference
Gradient-probability-driven discrete search algorithm for on-chip photonics inverse design
10.1364/oe.432313 · ExternalCitation · doi-reference
Robust inverse design of digital photonic devices for photonic integrated circuits
10.1364/oe.544018 · ExternalCitation · doi-reference
10.1364/ofc.2025.m1d.2
10.1364/ofc.2025.m1d.2 · ExternalCitation · doi-reference
Inverse-designed single-step-etched colorless 3 dB couplers based on RIE-lag-insensitive PhC-like subwavelength structures
10.1364/ol.41.005051 · ExternalCitation · doi-reference
Nonvolatile PCM-driven photonic computing using programmable sub-wavelength digital metasurfaces
10.1364/ol.565443 · ExternalCitation · doi-reference
Recent advances in optical technologies for data centers: a review
10.1364/optica.5.001354 · ExternalCitation · doi-reference
Inverse design of digital nanophotonic devices using the adjoint method
10.1364/prj.383887 · ExternalCitation · doi-reference
Experimental demonstration of robust nanophotonic devices optimized by topological inverse design with energy constraint
10.1364/prj.457066 · ExternalCitation · doi-reference
On-chip multi-band mode-division multiplexed optical interconnect using ultra-broadband inverse-designed digital metamaterials
10.1364/prj.562457 · ExternalCitation · doi-reference
Inverse design for ultra-compact integrated photonics
10.1364/prj.570698 · ExternalCitation · doi-reference
Intelligent nanophotonics: merging photonics and artificial intelligence at the nanoscale
10.1515/nanoph-2018-0183 · ExternalCitation · doi-reference
Large-scale photonic inverse design: computational challenges and breakthroughs
10.1515/nanoph-2024-0127 · ExternalCitation · doi-reference
Inverse design of nanophotonic devices enabled by optimization algorithms and deep learning: recent achievements and future prospects
10.1515/nanoph-2024-0536 · ExternalCitation · doi-reference
10.23919/date64628.2025.10993227
10.23919/date64628.2025.10993227 · ExternalCitation · doi-reference
Efficient Structure Transformation Based on Sensitivity-Oriented Structure Adjustment for Inverse-Designed Devices
10.3390/photonics11030265 · ExternalCitation · doi-reference
A framework for the construction of level set methods for shape optimization and reconstruction
10.4171/ifb/81 · ExternalCitation · doi-reference
