Neural Operator Framework
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![Neural Operator Framework [2504.13126] A hybrid U-Net and Fourier neural operator framework for ...](https://ar5iv.labs.arxiv.org/html/2504.13126/assets/x2.jpg)










![Neural Operator Framework Architecture of Fourier neural operator [8]. | Download Scientific Diagram](https://www.researchgate.net/publication/358753260/figure/fig1/AS:1138507108089856@1648452655506/Architecture-of-Fourier-neural-operator-8.png)









![Neural Operator Framework [2207.05748] Physics-Informed Deep Neural Operator Networks](https://ar5iv.labs.arxiv.org/html/2207.05748/assets/Figures/DON.png)




![Neural Operator Framework [论文评述] A unified physics-informed generative operator framework for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-unified-physics-informed-generative-operator-framework-for-general-inverse-problems-2.png)




![Neural Operator Framework [2207.05748] Physics-Informed Deep Neural Operator Networks](https://ar5iv.labs.arxiv.org/html/2207.05748/assets/Figures/FNO.png)




![Neural Operator Framework [2303.02243] Neural Operator Learning for Long-Time Integration in ...](https://ar5iv.labs.arxiv.org/html/2303.02243/assets/x1.png)







![Neural Operator Framework [2404.10115] Multiple-Input Fourier Neural Operator (MIFNO) for source ...](https://ar5iv.labs.arxiv.org/html/2404.10115/assets/FFNO_bis.png)






![Neural Operator Framework [论文评述] MscaleFNO: Multi-scale Fourier Neural Operator Learning for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mscalefno-multi-scale-fourier-neural-operator-learning-for-oscillatory-function-spaces-4.png)






![Neural Operator Framework [2302.14376] GNOT: A General Neural Operator Transformer for Operator ...](https://ar5iv.labs.arxiv.org/html/2302.14376/assets/x1.png)

![Neural Operator Framework [2301.13331] Neural Operator: Is data all you need to model the world ...](https://ar5iv.labs.arxiv.org/html/2301.13331/assets/Figures/1.png)





![Neural Operator Framework [2304.04234] Variational operator learning: A unified paradigm marrying ...](https://ar5iv.labs.arxiv.org/html/2304.04234/assets/x5.png)










![Neural Operator Framework [2404.07200] Toward a Better Understanding of Fourier Neural Operators ...](https://ar5iv.labs.arxiv.org/html/2404.07200/assets/figures/illustration.png)

![Neural Operator Framework [2409.08477] Integrating Neural Operators with Diffusion Models ...](https://ar5iv.labs.arxiv.org/html/2409.08477/assets/Images/methodology.png)






![Neural Operator Framework [2301.13331] Neural Operator: Is data all you need to model the world ...](https://ar5iv.labs.arxiv.org/html/2301.13331/assets/Figures/2.png)




![Neural Operator Framework [2310.00813] OceanNet: A principled neural operator-based digital twin ...](https://ar5iv.labs.arxiv.org/html/2310.00813/assets/oceannet_framework.png)


![Neural Operator Framework fourierflow:[ICLR 2023] Factorized Fourier Neural Operators - GitCode](https://raw.githubusercontent.com/alasdairtran/fourierflow/main/figures/poster.png)



![Neural Operator Framework [论文评述] Pretrain Finite Element Method: A Pretraining and Warm-start ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/pretrain-finite-element-method-a-pretraining-and-warm-start-framework-for-pdes-via-physics-informed-neural-operators-3.png)

![Neural Operator Framework [2506.18427] Neural-operator element method: Efficient and scalable ...](https://ar5iv.labs.arxiv.org/html/2506.18427/assets/figs/method_ill.png)

![Neural Operator Framework [论文评述] BI-EqNO: Generalized Approximate Bayesian Inference with an ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/bi-eqno-generalized-approximate-bayesian-inference-with-an-equivariant-neural-operator-framework-4.png)
