Physicists and AI model Claude 'collaborate' to prove a 10-year-old jamming conjecture

A mathematical problem that had remained unsolved for more than 10 years in the physics of complex systems has finally been ...
Scientific American

The math behind the universe's symmetry

How Emmy Noether's theorem uses the Lagrangian to provide a formula for calculating the quantity of symmetries in a system—like the orbit of planets.

Nanopattern method unlocks precise control of disorder for wave-guiding devices

A research team has developed a methodology to precisely design and control the "degree of disorder" in nanopattern arrays using metal-infiltrated block copolymer (BCP) thin films. The work was led by ...
IEEE

An Aeromagnetic Compensation Method Based on Differentiable Architecture Search-Guided Physics-Informed Neural Network

Abstract: The aeromagnetic compensation method is critical for mitigating magnetic interference in airborne geophysical surveys. In the case of complex magnetic interference, the model-driven linear ...
IEEE

Robust Physics-Informed Penalty-Free Machine Learning Method for Solving 3-D Maxwell’s Equations in the Frequency Domain

Abstract: In this work, we tackle the research problem of robust and efficient neural network (NN)-based solutions of 3-D Maxwell’s equations in the frequency domain, subject to boundary conditions.