Train-to-Test scaling explained: How to optimize your end-to-end AI compute budget for inference

AI reasoning does not necessarily require spending huge amounts on frontier models. Instead, smaller models can yield ...
Morning Overview on MSN

Study points to simple trigger behind limb regrowth in amphibians

Cut off an axolotl’s leg, and within weeks a knob of cells called a blastema will sprout from the wound and rebuild the ...

Machine learning tracks methane emissions from orbit

Methane is one of the most powerful greenhouse gases, yet quantifying its emissions remains difficult at large scales. A new framework, CH4Vision, addresses this problem by estimating methane flux ...
Morning Overview on MSN

New AI model aims to improve seasonal drought forecasts

Federal scientists announced a new artificial intelligence tool that can forecast drought conditions 90 days ahead across the entire United States, marking a significant step in how the government ...
IEEE

ISPCBPlace: A Gradient-Based Placement Method for Irregular-Shaped PCBs under Complex Design Constraints

Abstract: The placement of Printed Circuit Boards (PCBs) plays a critical role in modern electronic system design. In contrast to integrated circuit placement, which has been largely automated through ...
EurekAlert!

Researchers develop ultra-sensitive method for hydrogen detection in complex environments

As a promising clean energy source, hydrogen (H 2) requires reliable safety monitoring. However, lacking a permanent dipole moment, it is "infrared-inactive" and cannot be effectively measured by ...
IEEE

Lyapunov Analysis on Stochastic Primal-Dual Hybrid Gradient Method

Abstract: In this paper, we study the convergence properties of Stochastic Primal-Dual Hybrid Gradient (SPDHG) methods for solving high-dimensional convex optimization problems under stochastic ...