Virtual {data|information} augmentation {method|technique|approach|strategy|system|process} for reaction prediction in {small|little|tiny|modest|smaller|compact} dataset {scenario|situation}

{To improve|To enhance} the {performance|overall performance|efficiency|functionality} of data-driven reaction prediction models, {a new|a brand new} {data|information} augmentation {method|technique|approach|strategy|system|process} for augmenting {data|information} volumes is presented that aims to add fake {data|information}…

Oxygen tolerant RAFT polymerisation initiated by living bacteria

Living organisms can synthesize a wide {range of|selection of|array of} macromolecules from a {small|little|tiny|modest|smaller|compact} set of {natural|all-natural|organic} {building|developing|creating|constructing} blocks, {yet|however|but} {there is|there’s|there is certainly} {potential|possible|prospective} for even {greater|higher} {materials|supplies|components} diversity…

Assembly of unsymmetrical 1,{3|three},5-triarylbenzenes {via|by way of|through|by means of} tandem reaction of β-arylethenesulfonyl fluorides and α-cyano-β-methylenones

A transition-metal-free tandem reaction of β-arylethenesulfonyl fluorides and α-cyano-β-methylenones has been revealed. {In the|Within the|Inside the} presence of cesium carbonate, 2-arylethenesulfonyl fluorides react with α-cyano-β-methylenones {through|via|by means of|by way of}…

The pH-dependent Swelling of Weak Polyelectrolyte Hydrogels Modeled at {Different|Various|Distinct|Diverse|Unique|Distinctive} Levels of Resolution

The swelling of polyelectrolyte hydrogels has been {often|frequently|usually|typically|generally|normally} explained {using|utilizing|making use of|employing|working with|applying} {simple|easy|straightforward|basic|uncomplicated|very simple} models derived {from the|in the} Flory-Rehner model.{While|Whilst|Although|Even though|When|Though} these models qualitatively predict the experimentally observed…