Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design | Paper Citation Record

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This paper cites Journal of Sound and Vibration, 596:118789, 2025.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Journal of Sound and Vibration, 596:118789, 2025

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This paper cites Amirkulova, Peter Lai, and Diego Soto.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Amirkulova, Peter Lai, and Diego Soto

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Multifunctional metasurface design with a generative adversarial network.Advanced optical materials, 9(5):2001433, 2021

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This paper cites Acous- tic metasurfaces.Nature Reviews Materials, 3:460–472, 2018.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Acous- tic metasurfaces.Nature Reviews Materials, 3:460–472, 2018

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This paper cites Bendsøe and Ole Sigmund.Topology Optimization: Theory, Methods, and Applications.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Bendsøe and Ole Sigmund.Topology Optimization: Theory, Methods, and Applications

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Observation 20fcbcac-88b1-4847-bcef-7d73f1c4abf9 · outbound

This paper cites Wright, and Sam H.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Wright, and Sam H

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This paper cites John Wiley & Sons, 2013.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design John Wiley & Sons, 2013

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Collision detection using axis aligned bounding boxes

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design A unified approach to parallel depth-first traversals of general trees.Information Processing Letters, 38(1):49–55, 1991

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This paper cites Broadband acoustic focusing by airy-like beams based on acoustic metasurfaces.Journal of Applied Physics, 123(4), 2018.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Broadband acoustic focusing by airy-like beams based on acoustic metasurfaces.Journal of Applied Physics, 123(4), 2018

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Approximation by superpositions of a sigmoidal function.Mathematics of control, signals and systems, 2(4):303–314, 1989

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Bert: Pre-training of deep bidirectional transformers for language understanding

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Acoustic metamateri- als.MRS bulletin, 33(10):931–934, 2008

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Adaptive metasurface-based acoustic imaging using joint optimization

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Pushing the limits of acoustic spatial perception via incident angle encoding.Pro- ceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 8(2):1–28, 2024

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Linear hinge loss and average margin.Advances in neural information processing systems, 11, 1998

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This paper cites A phase- gradient acoustic metasurface for broadband duct noise attenuation in the presence of flow.International Journal of Mechanical Sciences, 237:107822, 2023.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design A phase- gradient acoustic metasurface for broadband duct noise attenuation in the presence of flow.International Journal of Mechanical Sciences, 237:107822, 2023

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This paper cites Matrix formulation in acoustics: the transfer matrix method.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Matrix formulation in acoustics: the transfer matrix method

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Adap- tive genetic algorithm for optical metasurfaces design.Scientific reports, 8(1):11040, 2018

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Topology optimization for nano-photonics.Laser & Photonics Reviews, 5(2):308–321, 2011

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Genetic algorithms in engi- neering electromagnetics.IEEE Antennas and propagation Magazine, 39(4):7–21, 1997

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design GELU Activation Function in Deep Learning: A Comprehensive Mathematical Analysis and Performance

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Binary codes capable of correcting dele- tions, insertions, and reversals

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Cum- mer

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design On sampling top-k recommendation evaluation

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Sound insulation performance of double membrane-type acoustic metamateri- als combined with a helmholtz resonator.Applied Acoustics, 205:109297, 2023

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Mudis: An audio-independent, wide-angle, and leak-free multi-directional speaker

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Acoustic metasurface-based perfect absorber with deep subwavelength thickness.Applied Physics Letters, 108(6):063502, 2016

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Extreme acoustic metamaterial by coiling up space.Physical review letters, 108(11):114301, 2012

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Achromatic transmitted acoustic lens arrayed by cascaded helmholtz resonators.Applied Physics Express, 16(1):014004, 2023

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Deep learning-based design method for acoustic metasurface dual- feature fusion.Materials, 17(9):2166, 2024

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Acoustic metasurface with hybrid resonances.Nature Materials, 13:873–878, 2014

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Deep learning for the design of photonic structures.Nature photonics, 15(2):77–90, 2021

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Piggott, Weiliang Jin, Jelena Vuck- ović, and Alejandro W

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design A portable and stealthy inaudible voice attack based on acoustic metamaterials.IEEE Transactions on Information Forensics and Security, 2025

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Metaguardian: Enhancing voice assistant security through advanced acoustic meta- materials

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Topology optimization of acous- tic metasurfaces by using a two-scale homogenization method.Applied Mathematical Modelling, 98:465–497, 2021

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Multilayer perceptron and neural networks.WSEAS transactions on circuits and systems, 8(7):579–588, 2009

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Broadband sound absorption using multiple hybrid resonances of acoustic metasurfaces.International Journal of Mechanical Sciences, 229:107508, 2022

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Learning to modulate pre-trained models in rl.Advances in Neural Information Processing Systems, 36:38231–38265, 2023

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Nelder-mead algorithm.Scholarpedia, 4(7):2928, 2009

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Numeracy for language models: Evaluating and improving their ability to predict numbers

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Broad- band acoustic focusing via binary rectangular cavity/helmholtz res- onator metasurface.Journal of Applied Physics, 129(15), 2021

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Attention is all you need.Advances in neural information processing systems, 30, 2017

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Metasonic: Advancing robot localization with directional embedded acoustic signals.IEEE Robotics and Automation Letters, 2025

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Wavefront modulation and sub- wavelength diffractive acoustics with an acoustic metasurface.Nature communications, 5(1):5553, 2014

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Inverse design on customised absorption of acoustic metamaterials with high degrees of freedom by deep learning.Mechanical Systems and Signal Processing, 237:112989, 2025

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Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Development of adjustable paral- lel helmholtz acoustic metamaterial for broad low-frequency sound absorption band.Materials, 15(17):5938, 2022

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Observation fa4b2456-82c8-4160-b5bc-f7b7b751e8ba · outbound

This paper cites Flat optics with designer metasur- faces.Nature materials, 13(2):139–150, 2014.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Flat optics with designer metasur- faces.Nature materials, 13(2):139–150, 2014

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Resolution: unresolved; no resolver link, observed 2026-06-27T15:14:53.125210Z

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Observation 5d45e7d9-57ff-4e21-842a-08c23a5dfffe · outbound

This paper cites Learning to inversely design acoustic metamaterials for enhanced performance.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Learning to inversely design acoustic metamaterials for enhanced performance

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Resolution: unresolved; no resolver link, observed 2026-06-27T15:14:53.125210Z

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Observation fc8b722f-2ef3-4abf-8aa3-ad1e7e8de5ed · outbound

This paper cites Remote whispering metamaterial for non-radiative transceiving of ultra-weak sound.Nature Communications, 12(1):3670, 2021.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Remote whispering metamaterial for non-radiative transceiving of ultra-weak sound.Nature Communications, 12(1):3670, 2021

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Resolution: unresolved; no resolver link, observed 2026-06-27T15:14:53.125210Z

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Observation 46d76219-4c40-4186-9ec7-a19b7591ec5d · outbound

This paper cites A Survey of Large Language Models.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design A Survey of Large Language Models

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Resolution: verified exact; local_arxiv, observed 2026-07-03T03:37:35.198571Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 96f08709-753a-45dd-8b47-41f931bc0e4d · outbound

This paper cites Metagen: Llm-driven generative framework for intelligent metasurface element.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Metagen: Llm-driven generative framework for intelligent metasurface element

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Resolution: unresolved; no resolver link, observed 2026-06-27T15:14:53.125210Z

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Observation 56c3b83a-f1e6-491a-9bfa-8572e18c0d7b · outbound

This paper cites M2silent: Enabling multi-user silent speech interactions via multi-directional speakers in shared spaces.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design M2silent: Enabling multi-user silent speech interactions via multi-directional speakers in shared spaces

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Resolution: unresolved; no resolver link, observed 2026-06-27T15:14:53.125210Z

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Observation 60488eb3-5458-4cf6-8d56-befff6847c83 · outbound

This paper cites Reverse design of broadband sound absorption structure based on deep learning method.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Reverse design of broadband sound absorption structure based on deep learning method

Reference 59

Resolution: unresolved; no resolver link, observed 2026-06-27T15:14:53.125210Z

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Observation cfc2224c-8b13-4aca-ade5-8c10002a357f · outbound

This paper cites Al- gorithm 778: L-bfgs-b: Fortran subroutines for large-scale bound- constrained optimization.ACM Transactions on mathematical software (TOMS), 23(4):550–560, 1997.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Al- gorithm 778: L-bfgs-b: Fortran subroutines for large-scale bound- constrained optimization.ACM Transactions on mathematical software (TOMS), 23(4):550–560, 1997

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Resolution: unresolved; no resolver link, observed 2026-06-27T15:14:53.125210Z

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Observation 0c080810-2a41-4624-b16b-d866536ca546 · outbound

This paper cites Parameter prediction and inverse design of metamaterial acoustic absorber based on artificial neural network.Acta Acustica, 50(2):257–267, 2025.

Physics-Guided Sequence-Based Generative Framework for Acoustic Metamaterial Inverse Design Parameter prediction and inverse design of metamaterial acoustic absorber based on artificial neural network.Acta Acustica, 50(2):257–267, 2025

Reference 61

Resolution: unresolved; no resolver link, observed 2026-06-27T15:14:53.125210Z

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