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Taigao Ma
Taigao Ma
Ph.D. student in the Department of Physics, University of Michigan Ann Arbor
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
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
732022
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
292020
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
162024
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
132024
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
132023
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
22023
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
22023
Can Mamba In-Context Learn Task Mixtures?
Y Li, X Wei, H Zhao, T Ma
ICML 2024 Workshop on In-Context Learning, 2024
12024
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
12023
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
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