CV

Education

• Ph.D in Machine Learning, Georgia Institute of Technology, 2028 (expected)
• M.S. in Electrical and Computer Engineering, Georgia Institute of Technology, 2023
• B.S. in Applied Mathematics, University of California Los Angeles, 2020
• B.S. in Material Science and Engineering (Electronics), University of California Los Angeles, 2020

Skills

• Machine Learning (I guess?)

Publications

A selection of my publications is listed below. Please note that some the previous publications I am in are not pertinent to my current field. For a complete list, please see my Google Scholar profile.

Metric Learning: Harnessing the Power of Machine Learning in Nanophotonics

Zandehshahvar, M., Kiarashi, Y., Zhu, M., *Daqian Bao*, Javani, M. H., Pourabolghasem, R. & Adibi, A. (2023). "Metric Learning: Harnessing the Power of Machine Learning in Nanophotonics." ACS Photonics 10, 900-909.

New paradigms in manifold learning for knowledge discovery and inverse design in nanophotonics

Y. Kiarashinejad, M. Zandehshahvar, M. H. Javani, M. Zhu, *Daqian Bao*, R. Pourabolghasem, and A. Adibi. (2023). "New paradigms in manifold learning for knowledge discovery and inverse design in nanophotonics." Proc. SPIE 12430, Photonic and Phononic Properties of Engineered Nanostructures XIII.

Efficient artificial intelligence techniques for inverse design and knowledge discovery in metamaterials

Zandehshahvar, M., Kiarashinejad, Y., Hadighe Javani, M., Zhu, M., Brown, T., *Daqian Bao* & Adibi, A. (2022). "Efficient artificial intelligence techniques for inverse design and knowledge discovery in metamaterials." The Journal of the Acoustical Society of America 151, A254-A254.

Metric learning: a new approach for defining similarity measures for nanophotonics

M Zandehshahvar, Y Kiarashinejad, M Hadighejavani, M Zhu, *Daqian Bao*, A Adibi. (2022). "Metric learning: a new approach for defining similarity measures for nanophotonics." Bulletin of the American Physical Society, APS March Meeting 2022, Abstract A24.00003.

Teaching

Graduate Teaching Assistant, Adaptive Filtering (ECE 6271)

Graduate Teaching Assistant, Statistical Machine Learning (ECE 6254)

Graduate Teaching Assistant, Math Foundation for Machine Learning (ECE 7750)

Graduate Teaching Assistant, Math Foundation for Machine Learning (ECE 7750)