Jonathan A. Fan

According to our database, Jonathan A. Fan authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards General Neural Surrogate Solvers with Specialized Neural Accelerators.

Chenkai Mao, Robert Lupoiu, Tianxiang Dai, Mingkun Chen, Jonathan A. Fan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Large-scale global optimization of ultra-high dimensional non-convex landscapes based on generative neural networks.

Jiaqi Jiang, Jonathan A. Fan

CoRR, 2023

2022

Automated Atomic Silicon Quantum Dot Circuit Design via Deep Reinforcement Learning.

Robert Lupoiu, Samuel S. H. Ng, Jonathan A. Fan, Konrad Walus

CoRR, 2022

WaveY-Net: Physics-augmented deep learning for high-speed electromagnetic simulation and optimization.

Mingkun Chen, Robert Lupoiu, Chenkai Mao, Der-Han Huang, Jiaqi Jiang, Philippe Lalanne, Jonathan A. Fan

CoRR, 2022

2020

3D Electromagnetic Reconfiguration Enabled by Soft Continuum Robots.

Lucia T. Gan, Laura H. Blumenschein, Zhe Huang, Allison M. Okamura, Elliot W. Hawkes, Jonathan A. Fan

IEEE Robotics Autom. Lett., 2020

Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks.

Jiaqi Jiang, Jonathan A. Fan

CoRR, 2020

Deep neural networks for the evaluation and design of photonic devices.

Jiaqi Jiang, Mingkun Chen, Jonathan A. Fan

CoRR, 2020

2019

Progressive-Growing of Generative Adversarial Networks for Metasurface Optimization.

Fufang Wen, Jiaqi Jiang, Jonathan A. Fan

CoRR, 2019

Dataless training of generative models for the inverse design of metasurfaces.

Jiaqi Jiang, Jonathan A. Fan

CoRR, 2019

Global optimization of dielectric metasurfaces using a physics-driven neural network.

Jiaqi Jiang, Jonathan A. Fan

CoRR, 2019

2018

A Tip-Extending Soft Robot Enables Reconfigurable and Deployable Antennas.

Laura H. Blumenschein, Lucia T. Gan, Jonathan A. Fan, Allison M. Okamura, Elliot Wright Hawkes

IEEE Robotics Autom. Lett., 2018

Data-driven metasurface discovery.

Jiaqi Jiang, David Sell, Stephan Hoyer, Jason Hickey, Jianji Yang, Jonathan A. Fan

CoRR, 2018