Machine learning classifies catalytic-reaction mechanisms

France Nouvelles Nouvelles

Machine learning classifies catalytic-reaction mechanisms
France Dernières Nouvelles,France Actualités
  • 📰 Nature
  • ⏱ Reading Time:
  • 16 sec. here
  • 2 min. at publisher
  • 📊 Quality Score:
  • News: 10%
  • Publisher: 68%

An algorithm that predicts catalytic mechanisms from reaction kinetics.

The discovery of chemical reactions is influenced not only by how fast experimental data can be acquired, but also by how easily chemists can make sense of these data.

Unravelling the mechanistic underpinnings of new catalytic reactions is a particularly intricate problem, often requiring expert knowledge of computational and physical organic chemistry. Nevertheless, it is important to study catalytic reactions because they represent the most efficient chemical processes.

Nous avons résumé cette actualité afin que vous puissiez la lire rapidement. Si l'actualité vous intéresse, vous pouvez lire le texte intégral ici. Lire la suite:

Nature /  🏆 64. in US

France Dernières Nouvelles, France Actualités

Similar News:Vous pouvez également lire des articles d'actualité similaires à celui-ci que nous avons collectés auprès d'autres sources d'information.

New Dauphin Island lab provides ‘time machine’ to study Gulf conditionsNew Dauphin Island lab provides ‘time machine’ to study Gulf conditionsThe new lab will allow researchers to see how marine organisms respond to multiple changes in environmental conditions at the same time.
Lire la suite »

Organic reaction mechanism classification using machine learning - NatureOrganic reaction mechanism classification using machine learning - NatureMechanistic elucidation through currently available kinetic analysis is limited by mathematical approximations and human interpretation, here a deep neural network model has been trained to analyse ordinary kinetic data and automatically elucidate the corresponding mechanism class.
Lire la suite »

Do you need an espresso machine or a coffee maker for your favorite caffeinated drinks?Do you need an espresso machine or a coffee maker for your favorite caffeinated drinks?How do you take your coffee? Whether you prefer a fancy espresso beverage or a traditional cup of joe, kitchen appliances are available to make your favorite brew at home.
Lire la suite »

George Washington University installs Plan B vending machineGeorge Washington University installs Plan B vending machineGeorge Washington University now has a vending machine for emergency contraception.
Lire la suite »

NJ attorney general's office investigating after votes counted twice in 4 Monmouth County townsNJ attorney general's office investigating after votes counted twice in 4 Monmouth County townsThe New Jersey attorney general’s office will investigate how votes were counted twice in some Monmouth County elections in November, potentially flipping the results of one race.
Lire la suite »



Render Time: 2025-03-06 23:36:24