Mingkun Chen

All Publications

• Reparameterization Approach to Gradient-Based Inverse Design of Three-Dimensional Nanophotonic Devices ACS PHOTONICS Gershnabel, E., Chen, M., Mao, C., Wang, E. W., Lalanne, P., Fan, J. A. 2022

  View details for DOI 10.1021/acsphotonics.2c01160

  View details for Web of Science ID 000874561200001

• Algorithm-Driven Paradigms for Freeform Optical Engineering ACS PHOTONICS Fan, J. A., Chen, M., Jiang, J. 2022; 9 (9): 2860-2871

  View details for DOI 10.1021/acsphotonics.2c00612

  View details for Web of Science ID 000860287300001

• High Speed Simulation and Freeform Optimization of Nanophotonic Devices with Physics-Augmented Deep Learning ACS PHOTONICS Chen, M., Lupoiu, R., Mao, C., Huang, D., Jiang, J., Lalanne, P., Fan, J. A. 2022

  View details for DOI 10.1021/acsphotonics.2c00876

  View details for Web of Science ID 000848111900001

• Algorithm-Driven Paradigms for Freeform Optical Engineering ACS PHOTONICS Chen, M., Jiang, J., Fan, J. A. 2022

  View details for DOI 10.1021/acsphotonics.2c0061

  View details for Web of Science ID 000844628400001

• WaveY-Net: Physics-Augmented Deep Learning for High-Speed Electromagnetic Simulation and Optimization Chen, M., Lupoiu, R., Mao, C., Huang, D., Jiang, J., Lalanne, P., Fan, J. A., Chang-Hasnain, C. J., Fan, J. A., Zhou, W. SPIE-INT SOC OPTICAL ENGINEERING. 2022

  View details for DOI 10.1117/12.2612418

  View details for Web of Science ID 000836330700011

• Deep neural networks for the evaluation and design of photonic devices NATURE REVIEWS MATERIALS Jiang, J., Chen, M., Fan, J. A. 2020

  View details for DOI 10.1038/s41578-020-00260-1

  View details for Web of Science ID 000599797100001

• Design Space Reparameterization Enforces Hard Geometric Constraints in Inverse-Designed Nanophotonic Devices ACS PHOTONICS Chen, M., Jiang, J., Fan, J. A. 2020; 7 (11): 3141–51

  View details for DOI 10.1021/acsphotonics.0c01202

  View details for Web of Science ID 000592916800023

• Reparameterization to Enforce Constraints in the Inverse Design of Metasurfaces Chen, M., Jiang, J., Fan, J. A., IEEE IEEE. 2020

  View details for Web of Science ID 000612090000187