Best Presentation Award
5th 4D Materials Design and Additive Manufacturing Conference
Dublin, Ireland
View in timelineCONFERENCE TALKS · POSTERS · INVITED LECTURES
Sharing research on machine-learning-enabled design, architected materials, intelligent manufacturing, 4D printing, and physical intelligence across international conferences and interdisciplinary forums.

PRESENTATION RECOGNITION
Recent awards mark both oral and poster communication, while the 2022 best-paper recognition traces the record back to the first conference publication.
Best Presentation Award
Dublin, Ireland
View in timelineBest Poster Award
Hong Kong
View in timelineBest Paper Award
Guangzhou, China
View in timelineSELECTED TALKS
Selected moments show how the research has been presented to manufacturing, mechanics, design, and interdisciplinary scientific communities.

Machine Learning-Driven Inverse Design of Hierarchical Architectures
Geometric Design and Intelligent Manufacturing · CAX Session
Machine Learning Enabled Design for Hierarchical Architectures: Optimizing 4D Printing Effects and Mechanical Behavior
Unraveling the Mathematical Conundrum in 4D Printing: A Gateway to the Future of Soft Robotics
FULL RECORD
Dublin, Ireland
Hong Kong
Online · CAX Session
St. Louis, Missouri, United States
Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences · Ningbo, China
Plymouth, Devon, England
Machine Learning Enabled Design for Hierarchical Architectures: Optimizing 4D Printing Effects and Mechanical Behavior
Shanghai Ocean University · Shanghai, China
Xiamen University · Xiamen, China
Sichuan University-Pittsburgh Institute · Chengdu, China
Talking about 4D printing
Ajaccio, Corsica, France
Deep Learning Powered 4D Printing Design of Hierarchical Architecture with Non-Rectangular Shapes
Chongqing University · Chongqing, China
Ningbo, China
Long Beach, California, United States
Design and Optimization of 4D Printed Hierarchical Architectures Empowered by Machine Learning and Evolutionary Algorithm
Chongqing, China
University of Science and Technology of China · Hefei, China
Unraveling the Mathematical Conundrum in 4D Printing: A Gateway to the Future of Soft Robotics
Jinan & Qingdao, China
Guangzhou, China
The Unified Tracking Controller for a Tilt-Rotor Unmanned Aerial Vehicle Based on the Dual Quaternion
CONTINUE EXPLORING
Explore the publications and projects that support this conference and seminar record.