Scientists find molecular-level evidence for two structures in liquid water

A study published in Nature Physics provides new molecular-level evidence from simulations that liquid water is not a single uniform substance, but a constantly shifting mixture of two distinct ...
Nature

‘Megacluster’ of genes enables bacteria to make potent antibiotic mixture

Soil bacteria make cocktails of molecules that synergistically inhibit the growth of microbial pathogens — suggesting a ...
C&EN

Phase Behavior of Cationic Hydroxyethyl Cellulose−Sodium Dodecyl Sulfate Mixtures: Effects of Molecular Weight and Ethylene Oxide Side Chain Length of Polymers

Department of Chemistry, College of Staten Island and The Graduate Center, The City University of New York, 2800 Victory Boulevard, Staten Island, New York 10314 Article Views are the ...
IEEE

Optimal Transport for Gaussian Mixture Models

Abstract: We introduce an optimal mass transport framework on the space of Gaussian mixture models. These models are widely used in statistical inference. Specifically, we treat the Gaussian mixture ...
GitHub

MoH: Multi-Head Attention as Mixture-of-Head Attention

We propose Mixture-of-Head attention (MoH), a new architecture that treats attention heads as experts in the Mixture-of-Experts (MoE) mechanism. MoH has two significant advantages: First, MoH enables ...