How AI Accelerates PMUT Design for Biomedical Ultrasonic Applications

This whitepaper provides MEMS engineers, biomedical device developers, and multiphysics simulation specialists with a practical AI-accelerated workflow for optimizing piezoelectric micromachined ultrasonic transducers (PMUTs), enabling you to explore complex design trade-offs between sensitivity and bandwidth while achieving validated performance improvements in minutes instead of days using standard cloud infrastructure.What you will learn about:MultiphysicsAI combines cloud-based FEM simulation with neural surrogates to transform PMUT design from trial-and-error iteration into systematic inverse optimizationTraining on 10,000 randomized geometries produces AI surrogates with 1% mean error ..

IEEE Spectrum > Artificial Intelligence

America’s new dietary guidelines ignore decades of scientific research

The new year has barely begun, but the first days of 2026 have brought big news for health. On Monday, the US’s federal health agency upended its recommendations for routine childhood vaccinations—a move that health associations worry puts children at unnecessary risk of preventable disease. There was more news from the federal government on Wednesday,…

MIT Technology Review America’s new dietary guidelines ignore decades of scientific research

The Download: mimicking pregnancy’s first moments in a lab, and AI parameters explained

This is today’s edition ofThe Download,our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Researchers are getting organoids pregnant with human embryos At first glance, it looks like the start of a human pregnancy: A ball-shaped embryo presses into the lining of the uterus then grips tight,…

MIT Technology Review The Download: mimicking pregnancy’s first moments in a lab, and AI parameters explained