Machine learning (ML) is increasingly being utilized to optimize the research paradigm and shorten the time from discovery to application of novel functional materials, pharmaceuticals, and fine ...

While precision seems critical for science, researchers from the U.S. Department of Energy's (DOE) Brookhaven National ...

Molecular machine learning (ML) underpins critical workflows in drug discovery, material science, and catalyst optimization by rapidly predicting molecular interactions and properties. For instance, ...

Fast-scanning atomic force microscopy imaging of the molecule at two different time points shows positional shifts along the polymer chain on the left. On the right, the molecular structure of PEG ...

Proteins are biology’s molecular machines. They’re our bodies’ construction workers—making muscle, bone, and brain; regulators—keeping systems in check; and local internet—responsible for the ...

Ferrocene is a key molecule for developing molecular machines. However, it readily decomposes on the surface of flat noble metal substrates, marking a significant challenge. Now researchers have ...

Tiny machines built from individual molecules are moving from science fiction into working hardware, promising to reshape medicine, manufacturing, and even computing. Instead of gears and pistons, ...

Mechanosynthesis is a proposed method of precisely controlling the assembly of atoms and molecules to build complex structures at the nanoscale. It involves the use of advanced molecular machines, ...

The field of organic electronic materials is rapidly transforming the landscape of sensing technologies, propelled by the growing demands of wearable ...

Enzymes are molecular machines that carry out the chemical reactions that sustain all life, an ability that has captured the attention of scientists like me. Consider muscle movement. Your body ...