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Author

Simiao Ren

Observed name: Ren, Simiao
ORCID: 0000-0002-7113-9208
Observed ORCID: 0000-0002-7113-9208
OpenAlex ID: A5048895233
Deep Learning the Electromagnetic Properties of Metamaterials—A Comprehensive Review
2021 · Omar Khatib, Simiao Ren, et al. · Advanced Functional Materials · 207
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Neural-adjoint method for the inverse design of all-dielectric metasurfaces
2021 · Yang Deng, Simiao Ren, et al. · Optics Express · 97
Segment anything, from space?
2024 · Simiao Ren, Francesco Luzi, et al. · IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 83
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Learning the Physics of All‐Dielectric Metamaterials with Deep Lorentz Neural Networks
2022 · Omar Khatib, Simiao Ren, et al. · Advanced Optical Materials · 55
Automated Extraction of Energy Systems Information from Remotely Sensed Data: A Review and Analysis
2022 · Simiao Ren, Wayne Hu, et al. · Applied Energy · 47
Inverse deep learning methods and benchmarks for artificial electromagnetic material design
2022 · Simiao Ren, Ashwin Mahendra, et al. · Nanoscale · 45
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Machine Learning for Engineering Meta‐Atoms with Tailored Multipolar Resonances
2024 · Wenhao Li, Hooman Barati Sedeh, et al. · Laser & Photonics Review · 28
Transfer learning for metamaterial design and simulation
2024 · Rixi Peng, Simiao Ren, et al. · Nanophotonics · 25
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Utilizing Geospatial Data for Assessing Energy Security: Mapping Small Solar Home Systems Using Unmanned Aerial Vehicles and Deep Learning
2022 · Simiao Ren, Jordan Malof, et al. · ISPRS International Journal of Geo-Information · 25
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Deep Inverse Photonic Design: A Tutorial
2022 · Yang Deng, Simiao Ren, et al. · Photonics and Nanostructures - Fundamentals and Applications · 22
Benchmarking deep inverse models over time, and the neural-adjoint method
2020 · Ren, Simiao, Padilla, Willie, et al. · arXiv (Cornell University) · 22
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Self-Supervised Encoders Are Better Transfer Learners in Remote Sensing Applications
2022 · Zachary D. Calhoun, Saad Lahrichi, et al. · Remote Sensing · 18
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Deep Learning Resolves Myovascular Dynamics in the Failing Human Heart
2024 · Anish Karpurapu, Helen A. Williams, et al. · JACC Basic to Translational Science · 6
Informed Deep Learning in Metamaterials
2023 · Omar Khatib, Simiao Ren, et al. · 5
Do Deepfake Detectors Work in Reality?
2025 · Simiao Ren, Disha Patil, et al. · 3
Forward and Inverse Design of Artificial Electromagnetic Materials
2023 · Jordan M. Malof, Simiao Ren, et al. · 3
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Machine Learning for Mie-Tronics
2023 · Li, Wenhao, Sedeh, Hooman Barati, et al. · arXiv (Cornell University) · 3
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Neural-adjoint method for the inverse design of all-dielectric metasurfaces
2020 · Deng, Yang, Ren, Simiao, et al. · arXiv (Cornell University) · 3
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Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling
2023 · Gregory P. Spell, Simiao Ren, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2
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Inverse deep learning methods and benchmarks for artificial electromagnetic material design
2021 · Ren, Simiao, Mahendra, Ashwin, et al. · arXiv (Cornell University) · 2
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Metamaterial design with physics informed neural networks
2023 · Omar Khatib, Simiao Ren, et al. · 1
UAV-based solar photovoltaic detection dataset
2022 · Ren, Simiao, Malof, Jordan, et al. · Figshare · 1
Machine Learning for Exotic Metasurfaces
2020 · Yang Deng, Simiao Ren, et al. · International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz) · 1
Patchy Square-Tile Simulation Dataset for Deep Inverse Design of Patchy Particles for Mesoscale Assembly of Superlattices
2026 · Po-An Lin, Simiao Ren, et al. · Figshare
Anatomy of a Scam Call: What 10,000 real scam and spam calls reveal about how phone scammers operate
2026 · Traister, Ethan, Raj, Ankit, et al. · arXiv (Cornell University)
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Works count: 45
Citation count: 697
H-index: 12
I10-index: 12
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