Usman Syed

According to our database, Usman Syed authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Improved Scalable Lipschitz Bounds for Deep Neural Networks.

Usman Syed, Bin Hu

CoRR, March, 2025

AI4Materials: a manifesto for AI-driven scientific discovery in materials science.

Eros Radicchi, Usman Syed, Federico Cunico, Michele Cassetta, Uzair Khan, Paolo Marone, Alberto Scarsini, Filiberto Semenzin, Francesco Enrichi, Francesco Setti, Adolfo Speghini, Marco Cristani

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Estimation of Particle Growth Kinetics via Physics-Informed Neural Networks.

Usman Syed, Eros Radicchi, Paolo Marone, Francesco Enrichi, Adolfo Speghini, Filiberto Semenzin, Alberto Scarsini, Francesco Setti, Federico Cunico

Proceedings of the Image Analysis and Processing - ICIAP 2025, 2025

2024

Online Nonstochastic Control Versus Retrospective Cost Adaptive Control.

Usman Syed, Yingying Li, Bin Hu

IEEE Control. Syst. Lett., 2024

ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise.

Xingang Guo, Darioush Keivan, Usman Syed, Lianhui Qin, Huan Zhang, Geir E. Dullerud, Peter J. Seiler, Bin Hu

CoRR, 2024

Benchmarking the Capabilities of Large Language Models in Transportation System Engineering: Accuracy, Consistency, and Reasoning Behaviors.

Usman Syed, Ethan Light, Xingang Guo, Huan Zhang, Lianhui Qin, Yanfeng Ouyang, Bin Hu

CoRR, 2024

Capabilities of Large Language Models in Control Engineering: A Benchmark Study on GPT-4, Claude 3 Opus, and Gemini 1.0 Ultra.

Darioush Kevian, Usman Syed, Xingang Guo, Aaron J. Havens, Geir E. Dullerud, Peter J. Seiler, Lianhui Qin, Bin Hu

CoRR, 2024

Material Synthesis Through Simulations Guided by Machine Learning: A Position Paper.

Usman Syed, Federico Cunico, Uzair Khan, Eros Radicchi, Francesco Setti, Adolfo Speghini, Paolo Marone, Filiberto Semenzin, Marco Cristani

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

2023

Simplified Modeling of Hybrid Soft Robots with Constant Stiffness Assumption.

Umer Huzaifa, Dimuthu D. K. Arachchige, Muhammad Aneeq uz Zaman, Usman Syed

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023