A new approach seeks to use the “intelligence” aspects of AI to understand the physics of photonic nanostructures.
Advanced Intelligent Systems
Improving Image Recognition to Accelerate Machine Learning
By combining two types of memory arrays, researchers can accelerate image recognition for more efficient machine learning.
Automating the Production of Advanced Materials
Engineers create a robotic platform to automate the production of new, functional polymers for advanced materials.
A Walking, Grasping, Four-Legged Robot
A soft robotic platform capable of carrying 7.7x its own mass while moving using four-legged locomotion.
Pushing the Limits of Technology to Enhance Electronic Skins
Researchers create a soft robotic electronic skin with fingerprint-like patterns with future applications in prosthesis, wearable sensors, and medical devices.
The Future of Cloaking Devices: Digital Coding Metasurfaces
Digital coding metasurfaces simultaneously manipulate both electromagnetic and acoustic waves for advanced cloaking or signaling devices.
Electronics that Imitate Life: A Sensing Robotic Hand
Intrinsic or tightly integrated sensing, actuation, and computation embedded into 3D structures could enable a new generation of truly smart and complex systems, such as robots that have human-like dexterity.
Predicting Rechargeable Battery Performance with Machine Learning
A new machine learning algorithm that can predict battery performance and failure beyond the expert level.
Liquid Metals to Accurately Monitor Human Motion
Thin, soft, and stretchable gallium-based sensors to accurately monitor human hand kinematics.
Improving the Precision of Surgical Instruments with Magnetic Control
Enhancing the safety of minimally invasive surgical instruments through external magnetic control.
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