Advancing statistical learning and artificial intelligence in nanophotonics inverse design Q Wang, M Makarenko, A Burguete Lopez, F Getman, A Fratalocchi Nanophotonics 11 (11), 2483-2505, 2022 | 41 | 2022 |
Real-time hyperspectral imaging in hardware via trained metasurface encoders M Makarenko, A Burguete-Lopez, Q Wang, F Getman, S Giancola, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 26 | 2022 |
Robust and Scalable Flat‐Optics on Flexible Substrates via Evolutionary Neural Networks M Makarenko, Q Wang, A Burguete-Lopez, F Getman, A Fratalocchi Advanced Intelligent Systems 3 (11), 2100105, 2021 | 25 | 2021 |
Pixelated High-Q Metasurfaces for in Situ Biospectroscopy and Artificial Intelligence-Enabled Classification of Lipid Membrane Photoswitching Dynamics M Barkey, R Büchner, A Wester, SD Pritzl, M Makarenko, Q Wang, ... ACS nano 18 (18), 11644-11654, 2024 | 6 | 2024 |
Photonic optical accelerators: The future engine for the era of modern AI? M Makarenko, Q Wang, A Burguete-Lopez, A Fratalocchi APL Photonics 8 (11), 2023 | 6 | 2023 |
Hardware-accelerated integrated optoelectronic platform towards real-time high-resolution hyperspectral video understanding M Makarenko, A Burguete-Lopez, Q Wang, S Giancola, B Ghanem, ... Nature Communications 15 (1), 7051, 2024 | 1 | 2024 |
Pixelated high-Q metasurfaces for in-situ biospectroscopy and AI-enabled classification of lipid membrane photoswitching dynamics M Barkey, R Büchner, A Wester, SD Pritzl, M Makarenko, Q Wang, ... arXiv preprint arXiv:2308.15644, 2023 | 1 | 2023 |
SDA-GAN: Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network Q Wang, M Makarenko arXiv preprint arXiv:2110.02873, 2021 | 1 | 2021 |
Hyperspectral imaging apparatus and methods AB LOPEZ, A Fratalocchi, F Getman, M Makarenko, W Qizhou US Patent App. 18/708,761, 2025 | | 2025 |
The transformational dive of nanophotonics inverse design from deep learning to artificial general intelligence Q Wang, Y Zhang, A Burguete-Lopez, S Rodionov, A Fratalocchi APL Photonics 9 (10), 2024 | | 2024 |
Hardware-accelerated integrated optoelectronic platform towards real-time high-resolution hyperspectral video understanding M Maksim, A Burguete-Lopez, Q Wang, S Giancola, B Ghanem, ... Springer Science and Business Media LLC, 2024 | | 2024 |
An Experiment Driven Approach to Machine Learning for Nanophotonic Inverse Design A Burguete-Lopez, M Makarenko, Q Wang, S Rodionov, A Fratalocchi Conference on Lasers and Electro-Optics/Pacific Rim, Mo2A_4, 2024 | | 2024 |
Experimental machine learning for aperiodic wafer-scale photonics inverse design M Makarenko, A Burguete-Lopez, S Rodionov, Q Wang, F Getman, ... Machine Learning in Photonics 13017, 72-73, 2024 | | 2024 |
Universal metrology camera via hardware implementation of artificial intelligence A Burguete-Lopez, M Makarenko, Q Wang, A Fratalocchi Machine Learning in Photonics, PC1301706, 2024 | | 2024 |
Hardware AI-empowered ultrasensitive detection Q Wang, N Li, Z He, AB Lopez, M Makarenko, F Xiang, A Fratalocchi Machine Learning in Photonics 13017, 12-13, 2024 | | 2024 |
DermaPlex: A Metasurface-based Hyperspectral Skin Cancer Detection System A Burguete-Lopez, M Makarenko, Q Wang, A Fratalocchi CLEO: Applications and Technology, JTu2A. 188, 2024 | | 2024 |
Artificial intelligence optical hardware empowers high-resolution hyperspectral video understanding at 1.2 Tb/s M Makarenko, Q Wang, A Burguete-Lopez, S Giancola, B Ghanem, ... arXiv preprint arXiv:2312.10639, 2023 | | 2023 |
Photonic optical accelerators: The future engine for the era of modern AI? M Maksim, Q Wang, A Burguete-Lopez, A Fratalocchi AIP Publishing, 2023 | | 2023 |
Machine learning empowers large-scale optical sensors for ultrasensitive detection N Li, Q Wang, Z He, A Burguete-Lopez, F Xiang, A Fratalocchi 2023 Conference on Lasers and Electro-Optics Europe & European Quantum …, 2023 | | 2023 |
Metasurface Light Encoders Enable Real-Time Hyperspectral Imaging and Video Understanding M Makarenko, A Burguete-Lopez, Q Wang, F Getman, S Giancola, ... European Quantum Electronics Conference, jsiii_p_6, 2023 | | 2023 |