Jonathan A. Fan

17 papers A* 1Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings.
CoRR
Tianxiang Dai, Jonathan A. Fan
2025 J jnl
A multi-agentic framework for real-time, autonomous freeform metasurface design.
CoRR
Robert Lupoiu, Yixuan Shao, Tianxiang Dai, Chenkai Mao, Kofi Edee, Jonathan A. Fan
2025 J jnl
Accurate and scalable deep Maxwell solvers using multilevel iterative methods.
CoRR
Chenkai Mao, Jonathan A. Fan
2025 J jnl
Scale Up Analysis of Inductively Heated Metamaterial Reactors.
CoRR
Chenghao Wan, Conner Cremers, Ariana B. Höfelmann, Zhennan Ru, Calvin H. Lin, Kesha N. Tamakuwala, Dolly Mantle, Pinak Mohapatra, Juan Rivas-Davila, Matthew W. Kanan, Jonathan A. Fan
2024 A* conf
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators.
ICML
Chenkai Mao, Robert Lupoiu, Tianxiang Dai, Mingkun Chen, Jonathan A. Fan
2024 J jnl
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators.
CoRR
Chenkai Mao, Robert Lupoiu, Tianxiang Dai, Mingkun Chen, Jonathan A. Fan
2023 J jnl
Large-scale global optimization of ultra-high dimensional non-convex landscapes based on generative neural networks.
CoRR
Jiaqi Jiang, Jonathan A. Fan
2022 J jnl
Automated Atomic Silicon Quantum Dot Circuit Design via Deep Reinforcement Learning.
CoRR
Robert Lupoiu, Samuel S. H. Ng, Jonathan A. Fan, Konrad Walus
2022 J jnl
WaveY-Net: Physics-augmented deep learning for high-speed electromagnetic simulation and optimization.
CoRR
Mingkun Chen, Robert Lupoiu, Chenkai Mao, Der-Han Huang, Jiaqi Jiang, Philippe Lalanne, Jonathan A. Fan
2020 J jnl
3D Electromagnetic Reconfiguration Enabled by Soft Continuum Robots.
IEEE Robotics Autom. Lett.
Lucia T. Gan, Laura H. Blumenschein, Zhe Huang, Allison M. Okamura, Elliot W. Hawkes, Jonathan A. Fan
2020 J jnl
Deep neural networks for the evaluation and design of photonic devices.
CoRR
Jiaqi Jiang, Mingkun Chen, Jonathan A. Fan
2020 J jnl
Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks.
CoRR
Jiaqi Jiang, Jonathan A. Fan
2019 J jnl
Dataless training of generative models for the inverse design of metasurfaces.
CoRR
Jiaqi Jiang, Jonathan A. Fan
2019 J jnl
Global optimization of dielectric metasurfaces using a physics-driven neural network.
CoRR
Jiaqi Jiang, Jonathan A. Fan
2019 J jnl
Progressive-Growing of Generative Adversarial Networks for Metasurface Optimization.
CoRR
Fufang Wen, Jiaqi Jiang, Jonathan A. Fan
2018 J jnl
A Tip-Extending Soft Robot Enables Reconfigurable and Deployable Antennas.
IEEE Robotics Autom. Lett.
Laura H. Blumenschein, Lucia T. Gan, Jonathan A. Fan, Allison M. Okamura, Elliot Wright Hawkes
2018 J jnl
Data-driven metasurface discovery.
CoRR
Jiaqi Jiang, David Sell, Stephan Hoyer, Jason Hickey, Jianji Yang, Jonathan A. Fan