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On the acceleration of global optimization algorithms by coupling cutting plane decomposition algorithms with machine learning and advanced data analytics

• Authors : Marousi, Asimina; Kokossis, Antonis

• Source: Computers & Chemical Engineering , 163 , Article 107820. (2022)

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Efficient and Fast Optimization Algorithms for Quantum State Filtering and Estimation

• Authors : Zhang, K; Cong, S; Ding, J

Subjects: quantum state estimation and filtering; Alternating Direction Multiplier Method; convex optimization algorithm

• Source: In: Proceedings of the 2019 Tenth International Conference on Intelligent Control and Information Processing (ICICIP). (pp. pp. 7-13). IEEE: Marrakesh, Morocco. (2019)

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Hierarchical machine learning of potential energy surfaces

• Authors : Dral, PO; Owens, A; Dral, A

Subjects: Atomic and molecular spectroscopy; Machine learning; Potential energy surfaces

• Source: The Journal of Chemical Physics , 152 (20) , Article 204110. (2020)

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Power Optimization for Integrated Active and Passive Sensing in DFRC Systems

• Authors : Lou, X; Xia, W; Wong, KK

Subjects: Sensors; Backhaul networks; Radar

• Source: IEEE Transactions on Communications (2024) (In press).

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Exploring the relationship among traffic, topology, and throughput: towards a traffic-optimal optical network topology design

• Authors : Luo, R; Matzner, R; Ottino, A

• Source: Journal of Optical Communications and Networking , 15 (5) B1-B10. (2023)

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Joint Precoding and CSI Dimensionality Reduction: An Efficient Deep Unfolding Approach

• Authors : Zhang, Jianjun; Masouros, Christos; Hanzo, Lajos

Subjects: Algorithm unfolding; symbol-level precoding; block-level precoding

• Source: IEEE Transactions on Wireless Communications , 22 (12) pp. 9502-9516. (2023)

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Intelligent Omni Surface-Assisted Self-Interference Cancellation for Full-Duplex MISO System

• Authors : Fang, S; Chen, G; Xiao, P

Subjects: Interference cancellation; Wireless communication; Optimization

• Source: IEEE Transactions on Wireless Communications (2023) (In press).

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STAR-RIS-Enabled Secure Dual-Functional Radar-Communications: Joint Waveform and Reflective Beamforming Optimization

• Authors : Wang, Chao; Wang, Cheng-Cai; Li, Zan

Subjects: Radar; Sensors; Optimization

• Source: IEEE Transactions on Information Forensics and Security (2023) (In press).

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Applications of Agent-Based Methods in Multi-Energy Systems—A Systematic Literature Review

• Authors : Yao, Ruiqiu; Hu, Yukun; Varga, Liz

Subjects: integrated energy system; multi-energy system; multi-agent system

• Source: Energies , 16 (5) , Article 2456. (2023)

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PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks

• Authors : Liu, Ziquan; Zhi, Zhuo; Bogunovic, Ilija

Subjects: Adversarial Risk Certification; AI Safety

• Source: In: NeurIPS 2023 Workshop on Regulatable ML - Proceedings. NeurIPS: New Orleans, LA, USA. (2023)

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