Abstract: One embodiment sets forth a technique for managing communication in a biocommunication system. The technique includes generating a plurality of distributions of destination messages associated with a receiver in the biocommunication system. The technique also includes generating, via execution of a machine learning model based on the plurality of distributions of destination messages, (i) a plurality of distributions of source messages associated with a transmitter in the biocommunication system and (ii) a plurality of mutual information values between the plurality of distributions of source messages and the plurality of distributions of destination messages.

Abstract: Methods are provided for nucleic acid analysis via a platform which incorporates a digital sample partitioning platform such as a microfluidic chip or digital droplet platform and instrumentation to accomplish universal amplification, High Resolution Melting (TIRM), and machine learning within reactions simultaneously.

Abstract: Methods are provided for nucleic acid analysis via a platform which incorporates a digital sample partitioning platform such as a microfluidic chip or digital droplet platform and instrumentation to accomplish universal amplification, High Resolution Melting (HRM), and machine learning within reactions simultaneously.

Abstract: Methods are provided for nucleic acid analysis via a platform which incorporates a digital sample partitioning platform such as a microfluidic chip or digital droplet platform and instrumentation to accomplish universal amplification, High Resolution Melting (HRM), and machine learning within reactions simultaneously.