نتائج البحث

Hyena neural operator for partial differential equations

• Authors : Saurabh Patil; Zijie Li; Amir Barati Farimani

Subjects: FOS: Computer and information sciences; Computer Science - Machine Learning; Computer Science - Artificial Intelligence

• Source: APL Machine Learning, Vol 1, Iss 4, Pp 046114-046114-8 (2023)

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Leveraging graph neural networks and neural operator techniques for high-fidelity mesh-based physics simulations

• Authors : Zeqing Jin; Bowen Zheng; Changgon Kim

Subjects: 0301 basic medicine; 03 medical and health sciences; Physics

• Source: APL Machine Learning, Vol 1, Iss 4, Pp 046109-046109-7 (2023)

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Parametric super-resolution of turbulent channel flows from spatially sparse data using a transformer-based neural operator

• Authors : Wang, Yuhang; Shelyag, Sergiy; Schluter, Jorg

• Source: Physics of Fluids ; volume 37, issue 12 ; ISSN 1070-6631 1089-7666

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PIC2O-Sim: A physics-inspired causality-aware dynamic convolutional neural operator for ultra-fast photonic device time-domain simulation

• Authors : Ma, Pingchuan; Yang, Haoyu; Gao, Zhengqi

• Source: APL Photonics ; volume 10, issue 3 ; ISSN 2378-0967

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CoNO: Complex neural operator for continous dynamical physical systems

• Authors : Tiwari, Karn; Krishnan, N. M. Anoop; P., Prathosh A.

• Source: APL Machine Learning ; volume 3, issue 2 ; ISSN 2770-9019

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Feature attention-based deep neural operator for solving seepage flow equations in porous media reservoir simulation

• Authors : Lin, Renyao; Song, Tao; Li, Jian ...

• Source: Physics of Fluids ; volume 37, issue 6 ; ISSN 1070-6631 1089-7666

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Characterizing nonlinear piezoelectric dynamics through deep neural operator learning

• Authors : Chandra, Abhishek; Kapoor, Taniya; Curti, Mitrofan

• Source: Applied Physics Letters ; volume 125, issue 26 ; ISSN 0003-6951 1077-3118

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Multi-fidelity prediction of fluid flow based on transfer learning using Fourier neural operator

• Authors : Lyu, Yanfang; Zhao, Xiaoyu; Gong, Zhiqiang ...

• Source: Physics of Fluids ; volume 35, issue 7 ; ISSN 1070-6631 1089-7666

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Long-term predictions of turbulence by implicit U-Net enhanced Fourier neural operator

• Authors : Li, Zhijie; Peng, Wenhui; Yuan, Zelong ...

• Source: Physics of Fluids ; volume 35, issue 7 ; ISSN 1070-6631 1089-7666

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Linear attention coupled Fourier neural operator for simulation of three-dimensional turbulence

• Authors : Peng, Wenhui; Yuan, Zelong; Li, Zhijie ...

• Source: Physics of Fluids ; volume 35, issue 1 ; ISSN 1070-6631 1089-7666

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