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Data-Driven Architected Materials for Multifunctional Systems | Byron Short Lecture
12:00 pm - 1:00 pm
Location: ETC 2.136
Speaker: Rayne Zheng, University of California, Berkeley
Abstract
Advanced fabrication and manufacturing are evolving to enable unprecedented design freedom, multi-scale features, and intricate three-dimensional topologies. However, directly printing multiple materials —including structural, dielectric, conductive, and functional components—remains a significant challenge, particularly in the development of complex devices that respond to diverse stimuli such as sound, electricity, and mechanical forces. Unlike biological systems, where sensing, actuation, and control are seamlessly integrated, few synthetic materials exhibit comparable system-level complexity.
In this talk, I will present a suite of novel multi-material additive manufacturing processes that enable the precise three-dimensional assembly of structural, conductive, and dielectric materials. By expanding our ability to integrate diverse material classes into complex architectures, we unlock new opportunities for materials that transcend conventional constitutive relationships. This includes novel electro-mechanical coupling behaviors, new toughening mechanisms, and symmetry-breaking effects, leading to emergent functionalities beyond their individual constituents. As our capability to assemble materials with intricate topologies advances, a new challenge emerges: developing rapid design strategies to uncover and harness unprecedented material properties for real-world applications. To address this, I will introduce data-driven inverse design approaches that leverage emergent material behaviors to enable new concepts in robotic sensing, energy storage, healthcare, and structural systems—opening pathways for new material and technology discovery.
About the Speaker
Xiaoyu “Rayne” Zheng directs the Advanced Manufacturing and Metamaterials Laboratory at University of California, Berkeley. He is also a co-director at Berkeley Sensor & Actuator Center, Jacobs Institute for Design Innovation and a faculty Scientist at Lawrence Berkeley National Laboratory. Rayne’s research focuses on creating the next-generation functional, structural, electronic and living materials by developing novel additive fabrication techniques for materials with controlled topologies. He has made pioneering contributions to the programmable assembly of functional, structural, and electronic materials, printing and processing highly responsive functional materials for transducers, sensors, and robotics applications. His work on metamaterials was featured on MIT Technology Review Top 10 Innovations, LA Times, and multiple journal publications in Science Magazine and Nature Materials. He has received multiple awards, including NSF CAREER Award, DARPA Young Faculty Award, DARPA Director’s Fellowship, Office of Naval Research Young Investigator Award, Air Force Young Investigator Award, Outstanding Assistant Professor Award, 3M Faculty Award, and Freeform Fabrication and Additive Manufacturing Excellence (FAME) Award.