报告题目：Data-Driven Approaches to Active Noise Control Systems

报告人：Prof. Hamid Reza Karimi，Politecnico di Milano

报告时间：2026年10月23日（周五）14:30-16:30

报告地点：20-200

报告摘要：Active noise control (ANC) systems often operate in environments containing both deterministic and broadband noise, where traditional methods are limited by the need for prior acoustic measurements. This talk presents data-driven approaches using deep learning to predict acoustic pressure and capture spatial patterns in sound fields. It further explores the potential of intelligent ANC systems to address nonlinearities in electro-acoustic environments and improve broadband noise suppression. A direct control design framework based on near-field acoustic holography is introduced, enabling controller development without requiring detailed system models. The presentation concludes with practical insights into implementing effective ANC strategies for reducing noise transmission through encapsulated structures.

报告人简介：Hamid Reza Karimi is a Professor of Applied Mechanics at Politecnico di Milano, Italy, focusing his research on intelligent control systems and mechatronics. Prof. Karimi is an ordinary Member of Academia Europaea (MAE), and President-Elect and Distinguished Fellow of the International Institute of Acoustics and Vibration (IIAV). Prof. Karimi is the recipient of THE ISCM PRIZE, the NAAI Distinguished Artificial Intelligence Scholar Award, the BINDT CM Innovation Award, the Web of Science Highly Cited Researcher in Engineering, JSPS Research Award, and Alexander-von-Humboldt-Stiftung research Award, for instance. He has served as vice-president for International Prize "Lombardia è ricerca". Additionally, Prof Karimi is the President of the 2026 China-Europe Scientists Forum and he is an Honorary Visiting Professor in the School of Computing & Engineering at the University of Huddersfield, UK and the Global Joint Professor of Kyungpook National University (KNU), South Korea.

邀请人：钟杰