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Andrew Ma
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Topogivity: A machine-learned chemical rule for discovering topological materials
A Ma, Y Zhang, T Christensen, HC Po, L Jing, L Fu, M Soljacic
Nano Letters 23 (3), 772-778, 2023
172023
Optimal control of coupled quantum systems based on the first-order Magnus expansion: Application to multiple dipole-dipole-coupled molecular rotors
A Ma, AB Magann, TS Ho, H Rabitz
Physical Review A 102 (1), 013115, 2020
8*2020
Multimodal learning for materials
V Moro, C Loh, R Dangovski, A Ghorashi, A Ma, Z Chen, S Kim, PY Lu, ...
arXiv preprint arXiv:2312.00111, 2023
32023
Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics
A Ma, O Dugan, M Soljačić
arXiv preprint arXiv:2501.02932, 2025
2025
Contrastive, multimodal, and interpretable machine learning for photonics and beyond
T Christensen, C Loh, V Moro, A Ma, R Dangovski, M Soljačić
Machine Learning in Photonics, PC130170A, 2024
2024
A Machine Learning Approach for Understanding and Discovering Topological Materials
A Ma
Massachusetts Institute of Technology, 2021
2021
Phase Space Vortices Using Structured Coherence
A Ma
2019
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