No exotic physics needed: A new formation mechanism of skyrmions inside magnets

Skyrmions, in which electron spins inside a magnet are arranged like vortices, are a key structure in next-generation spintronics technology. KAIST researchers have shown that skyrmions can form using ...

Challenging a 300-year-old law of friction

Researchers at the University of Konstanz have uncovered a new mechanism of sliding friction: resistance to motion that ...
IEEE

A Physics-Coupled Deep Learning Framework for Hydrodynamic Diffusion Modeling in Watershed Systems: Integrating Spatiotemporal Networks and Environmental Constraints

Abstract: The modeling and simulation of complex spatiotemporal systems are crucial for understanding and solving multidimensional dynamical systems, particularly in earth and environmental sciences.
IEEE

Domain-Invariant Feature Learning via Margin and Structure Priors for Robotic Grasping

Abstract: Existing grasp detection methods usually rely on data-driven strategies to learn grasping features from labeled data, restricting their generalization to new scenes and objects. Preliminary ...
cmu.edu

How AI Can Unlock Fusion Energy

Combining generative AI with reinforcement learning can help the U.S. win the race to fusion energy by finding better ways to reach the plasma temperatures and pressures needed for fusion power plants ...