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A hybrid PCA-ICA and multi-level feature scaling framework with bidirectional LSTM-GRU architecture improves multivariate time series forecasting accuracy. [PDF]
Boddu Y +3 more
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Interpretable Deep Supramolecular Language Modeling for Cocrystal Design: PCA-Augmented <i>DeepCocrystal</i> Screening of Picolinamide, Nicotinamide, and Isonicotinamide Systems. [PDF]
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Benchmarking Deep Learning-Based Models on Nanophotonic Inverse Design Problems
Opto-Electronic Science, 2022Lingjie Jay Guo, Haozhu Wang, Taigao Ma
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From Inverse Optimal Control to Inverse Reinforcement Learning: A Historical Review
Annual Reviews in Control, 2020Nematollah Ab Azar, Mohsen Davoudi
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Deep Learning in Nano-Photonics: Inverse Design and Beyond
Photonics Research, 2021Peter R Wiecha +2 more
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Liquid-Impermeable Inverse Opals With Invariant Photonic Bandgap
Advanced Materials, 2015Shin-Hyun Kim
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Parallel Inverse Kinematics for Multithreaded Architectures
ACM Transactions on Graphics, 2016Ronan Boulic +2 more
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