'Scarily accurate': Open-source AI engine predicts markets and public opinion using thousands of digital agents

The project is described by its creators as a universal swarm-intelligence engine designed to run large-scale simulations in order to explore possible future scenarios. Instead of relying on a single ...
Devdiscourse

Stacked AI model improves credit default forecasting

A new study suggests that lenders may get their strongest overall read on credit default risk by combining several machine learning models rather than relying on a single algorithm. The researchers ...
eLife

Amino acid homorepeats act as buffers to maintain proteostasis and constrain the compatible sequence space of proteomes

This important study analyzed the impact of amino acid homorepeats on protein expression and solubility in yeast and E. coli. The authors provided convincing evidence that hydrophobic and positively ...
IEEE

A Model-Free Deadbeat Predictive Current Control for PMSM Based on Adaptive Current Variation Components Considering Sampling Noise

Abstract: The performance of the conventional deadbeat predictive current control (DPCC) method heavily depends on the accuracy of the motor model. To overcome this problem, a model-free deadbeat ...
IEEE

Actor–Critic Model Predictive Control: Differentiable Optimization Meets Reinforcement Learning for Agile Flight

Abstract: A key open challenge in agile quadrotor flight is how to combine the flexibility and task-level generality of model-free reinforcement learning (RL) with the structure and online replanning ...