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ORCIDJonathan A. Fan
Person information
- affiliation: Stanford University, Department of Electrical Engineering, CA, USA
- affiliation (PhD 2010): Harvard University, Cambridge, MA, USA
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2020 – today
- 2024
[c1]Chenkai Mao, Robert Lupoiu, Tianxiang Dai, Mingkun Chen, Jonathan A. Fan:
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators. ICML 2024- [i10]Chenkai Mao, Robert Lupoiu, Tianxiang Dai, Mingkun Chen, Jonathan A. Fan:
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators. CoRR abs/2405.02351 (2024) - 2023
- [i9]Jiaqi Jiang, Jonathan A. Fan:
Large-scale global optimization of ultra-high dimensional non-convex landscapes based on generative neural networks. CoRR abs/2307.04065 (2023) - 2022
- [i8]Mingkun Chen, Robert Lupoiu, Chenkai Mao, Der-Han Huang, Jiaqi Jiang, Philippe Lalanne, Jonathan A. Fan:
WaveY-Net: Physics-augmented deep learning for high-speed electromagnetic simulation and optimization. CoRR abs/2203.01248 (2022) - [i7]Robert Lupoiu, Samuel S. H. Ng, Jonathan A. Fan, Konrad Walus:
Automated Atomic Silicon Quantum Dot Circuit Design via Deep Reinforcement Learning. CoRR abs/2204.06288 (2022) - 2020
- [j2]Lucia T. Gan
, Laura H. Blumenschein, Zhe Huang, Allison M. Okamura, Elliot W. Hawkes, Jonathan A. Fan:
3D Electromagnetic Reconfiguration Enabled by Soft Continuum Robots. IEEE Robotics Autom. Lett. 5(2): 1704-1711 (2020) - [i6]Jiaqi Jiang, Mingkun Chen, Jonathan A. Fan:
Deep neural networks for the evaluation and design of photonic devices. CoRR abs/2007.00084 (2020) - [i5]Jiaqi Jiang, Jonathan A. Fan:
Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks. CoRR abs/2007.12551 (2020)
2010 – 2019
- 2019
- [i4]Jiaqi Jiang, Jonathan A. Fan:
Global optimization of dielectric metasurfaces using a physics-driven neural network. CoRR abs/1906.04157 (2019) - [i3]Jiaqi Jiang, Jonathan A. Fan:
Dataless training of generative models for the inverse design of metasurfaces. CoRR abs/1906.07843 (2019) - [i2]Fufang Wen, Jiaqi Jiang, Jonathan A. Fan:
Progressive-Growing of Generative Adversarial Networks for Metasurface Optimization. CoRR abs/1911.13029 (2019) - 2018
- [j1]Laura H. Blumenschein, Lucia T. Gan, Jonathan A. Fan, Allison M. Okamura, Elliot Wright Hawkes:
A Tip-Extending Soft Robot Enables Reconfigurable and Deployable Antennas. IEEE Robotics Autom. Lett. 3(2): 949-956 (2018) - [i1]Jiaqi Jiang, David Sell, Stephan Hoyer, Jason Hickey, Jianji Yang, Jonathan A. Fan:
Data-driven metasurface discovery. CoRR abs/1811.12436 (2018)
Coauthor Index
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