Innovative algorithm makes genomic surveillance faster and more affordable for global disease outbreaks

Genomic surveillance—the process of monitoring and sequencing pathogens—is one of the most important tools for detecting ...
IEEE

A Closed-Loop Scheme for Spacecraft Health-State Estimation and Fault-Tolerant Control: Long-Sequence Modeling With Meta-Q-Learning Policy Adaptation

Abstract: Ensuring the stability and safety of spacecraft systems critically depends on accurate health-state estimation and reliable fault-tolerant control. Conventional estimation approaches exhibit ...
IEEE

A 16×16 High-Utilization Systolic Array Hardware Accelerator for Long-Sequence Flash-Attention Computation in Transformer

Abstract: This paper presents a Flash-Attention accelerator design methodology based on a 16×16 high-utilization systolic array architecture for long-sequence Transformer applications. By ...

AI deciphers long-range DNA signals behind RNA splicing

Accurate RNA splicing is essential for gene expression and human health, yet predicting how DNA sequence variations affect ...