From the Current Issue

The modification of classical ideas from spectral geometry can produce linear operators that are induced by nonlinear microdynamics.

At AN25, Courtney Paquette spoke about her efforts to predict the behavior of large models that are trained via stochastic gradient descent.

A new set of active matter experiments have matched an exact solution for a particular system known as the six-vertex or ice-type model.

The CompleX Group Interactions (XGI) software package offers analytical tools, tutorials, and documentation for higher-order network science research.

At AN25, a special panel session overviewed current and anticipated changes in U.S. science policy and outlined opportunities for involvement.

Careers
Career Opportunities Panel at AN25 Compares Employment Experiences Within and Beyond Academia
A panel discussion at AN25 explored career options that are available to applied mathematicians, computational scientists, and data scientists.

The Powerball is a gyroscope mounted inside of a plastic ball with an opening that allows the user to give the gyro an initial spin.

Ernest Davis reviews Karen Hao's new book, Empire of AI: Dreams and Nightmares in Sam Altman’s OpenAI.

Conferences and Events
Red Sock Award at DS25 Recognizes Outstanding Student Research in Dynamical Systems
The four graduate student recipients of SIAM's Red Sock Award overview the dynamical systems research that they presented at DS25.
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