Maksim Makarenko

Saudi Aramco (Saudi Arabia) — Saudi Arabia

Engineering · Physical Sciences

8h-index189citations53works1.92yr avg
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Research Topics

Photonic and Optical Devices(18), Metamaterials and Metasurfaces Applications(15), Photonic Crystals and Applications(12), Optical Coatings and Gratings(6), Remote-Sensing Image Classification(4)

Publications53 total

Should all Noises Be Treated Equally: Impact of Input Noise Variability on Neural Network Robustness
Journal of Geophysical Research Machine Learning and Computation·2026Open Access
LLM4ES: Learning User Embeddings from Event Sequences via Large Language Models
2025
Common-Path Spectral-Domain OCT System with Multiplexed Probes and Modulation-Division Multiplexing
2025
LLM4ES: Learning User Embeddings from Event Sequences via Large Language Models
arXiv (Cornell University)·2025Open Access
Towards Large-Scale AI-driven Inverse Design in Metaphotonics: Experimental Generation of Million-Scale Datasets
2025
Electrical equivalent circuit for analyzing the effect of signal shape on power distribution in cochlear implant electrodes and surrounding tissue
Scientific Reports·2025· 1 citedOpen Access
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients
2025Open Access
Hardware-accelerated integrated optoelectronic platform towards real-time high-resolution hyperspectral video understanding
Nature Communications·2024· 7 citedOpen Access
Universal metrology camera via hardware implementation of artificial intelligence
2024
Experimental machine learning for aperiodic wafer-scale photonics inverse design
2024· 1 cited
Hardware AI-empowered ultrasensitive detection
2024
Pixelated High-<i>Q</i> Metasurfaces for in Situ Biospectroscopy and Artificial Intelligence-Enabled Classification of Lipid Membrane Photoswitching Dynamics
ACS Nano·2024· 17 citedOpen Access
Real-time simultaneous refractive index and thickness mapping of sub-cellular biology at the diffraction limit
Communications Biology·2024· 1 citedOpen Access
DermaPlex: A Metasurface-based Hyperspectral Skin Cancer Detection System
2024
Artificial intelligence optical hardware empowers high-resolution hyperspectral video understanding at 1.2 Tb/s
arXiv (Cornell University)·2023· 1 citedOpen Access
Photonic optical accelerators: The future engine for the era of modern AI?
APL Photonics·2023· 8 citedOpen Access
Pixelated high-Q metasurfaces for in-situ biospectroscopy and AI-enabled classification of lipid membrane photoswitching dynamics
arXiv (Cornell University)·2023Open Access
Metasurface Light Encoders Enable Real-Time Hyperspectral Imaging and Video Understanding
2023· 3 cited
Metrology System Based on Metasurface Implementation of Artificial Inteligence
2023
Real-time hyperspectral video understanding via universal metasurface encoders
2023
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Frequent Co-authors

Andrea Fratalocchi(42), Arturo Burguete‐Lopez(40), F. Getman(25), Qizhou Wang(24), Fedor Getman(8), Silvio Giancola(6), Bernard Ghanem(6), Ning Li(4), Fei Xiang(3), Marcella Bonifazi(3), Valerio Mazzone(3), Martin Barkey(2), Rebecca Büchner(2), Alwin Wester(2), Stefanie D. Pritzl(2), Thomas Weber(2), Dirk Trauner(2), Stefan A. Maier(2), Theobald Lohmüller(2), Andreas Tittl(2)