Lab-in-the-loop framework enables rapid evolution of complex multi-mutant proteins

The search space for protein engineering grows exponentially with complexity. A protein of just 100 amino acids has 20100 ...
Frontiers

Development and validation of a prognostic model for acute-on-chronic liver failure

Liver reserve function indicators, particularly EHBF and ICG-R15, play a pivotal role in prognosticating HBV-ACLF outcomes. The developed model and its accompanying online tool enable accurate risk ...
IEEE

What Determines a Step: Observations From Pedestrian Movement Evaluation at Intersections With Machine Learning Methods

Abstract: Pedestrian flows at multi-directional crossings have become a focal point of research due to their implications for traffic efficiency and public safety in increasingly crowded urban areas.
Interesting Engineering

Japan fusion startup completes ‘one-of-a-kind’ coil manufacturing machine

Japan’s Helical Fusion has completed a one-of-a-kind coil manufacturing machine that could help it realize its vision for limitless energy through nuclear fusion. The machine is designed to produce a ...
IEEE

An MDP-Driven Learning Function Selection Strategy for Kriging-Based Structural Reliability Analysis

Abstract: Active learning Kriging is widely used in structural reliability analysis for its computational efficiency and accuracy. While numerous learning functions exist to accelerate Kriging ...