Benchmarking deep learning-based models on nanophotonic inverse design problems T Ma, M Tobah, H Wang, LJ Guo Opto-Electronic Science 1 (1), 210012-1-210012-15, 2022 | 73 | 2022 |
Simple single-section diode frequency combs MW Day, M Dong, BC Smith, RC Owen, GC Kerber, T Ma, HG Winful, ... APL Photonics 5 (12), 2020 | 29 | 2020 |
Repetition rate tuning and locking of solitons in a microrod resonator R Niu, S Wan, SM Sun, TG Ma, HJ Chen, WQ Wang, Z Lu, WF Zhang, ... Optics Letters 49 (3), 570-573, 2024 | 16* | 2024 |
OptoGPT: a foundation model for inverse design in optical multilayer thin film structures T Ma, H Wang, LJ Guo Opto-Electronic Advances 7 (7), 2024 | 16 | 2024 |
Broadband spin and angle co-multiplexed waveguide-based metasurface for six-channel crosstalk-free holographic projection Z Liu, H Gao, T Ma, V Ray, N Liu, X Zhang, LJ Guo, C Zhang eLight 4 (1), 7, 2024 | 13 | 2024 |
Optimized optical/electrical/mechanical properties of ultrathin metal films for flexible transparent conductor applications: review YB Park, S Lee, M Tobah, T Ma, LJ Guo Optical Materials Express 13 (2), 304-347, 2023 | 13 | 2023 |
Environmentally sustainable and multifunctional chrome-like coatings having no chromium designed with reinforcement learning A Saha, T Ma, H Wang, LJ Guo ACS Applied Materials & Interfaces 15 (23), 28772-28780, 2023 | 2 | 2023 |
OL-Transformer: A Fast and Universal Surrogate Simulator for Optical Multilayer Thin Film Structures T Ma, H Wang, LJ Guo ICML 2023 Syns & ML Workshop, 2023 | 2 | 2023 |
Can Mamba In-Context Learn Task Mixtures? Y Li, X Wei, H Zhao, T Ma ICML 2024 Workshop on In-Context Learning, 2024 | 1 | 2024 |
OptoGPT: A Versatile Inverse Design Model for Optical Multilayer Thin Film Structures T Ma, LJ Guo, H Wang NeurIPS 2023 Workshop on Deep Learning and Inverse Problems, 2023 | 1 | 2023 |
Solving Out-of-Distribution Challenges in Optical Foundation Models using Self-Improving Data Augmentation M Ma, T Ma, LJ Guo Neurips 2024 Workshop Foundation Models for Science: Progress, Opportunities …, 2024 | | 2024 |
Optical Multilayer Thin Film Structure Inverse Design: From Optimization to Deep Learning T Ma, M Ma, LJ Guo arXiv preprint arXiv:2409.17199, 2024 | | 2024 |
Sequential Learning for Nanophotonic Inverse Design T Ma | | 2024 |
Reinforcement Learning-Enabled Environmentally Friendly and Multi-functional Chrome-looking Plating T Ma, A Saha, LJ Guo, H Wang NeurIPS 2023 AI for Science Workshop, 2023 | | 2023 |