Turning CO₂ into methanol: Multilayer machine learning speeds up search for better catalysts

Finding high-performing catalysts, which are used to accelerate processes from chemical manufacturing to energy production, ...
Chemical Engineering

How SABIC Uses Hybrid Modeling and Machine Learning to Drive Smarter Operations Decisions

View All Webinars > How SABIC Uses Hybrid Modeling and Machine Learning to Drive Smarter Operations Decisions FREE \| April ...
Chemistry World

Machine learning cuts complexity of computational calculations in catalysis

Software simulates 370,000 steps in under 100 hours, potentially cutting demand for time on supercomputers by orders of ...
Science Daily

Researchers develop new machine learning method for modeling of chemical reactions

Researchers have used machine learning to create a model that simulates reactive processes in organic materials and conditions. Researchers from Carnegie Mellon University and Los Alamos National ...
EurekAlert!

Machine learning and AI aiding in the prediction of chemical reaction outcomes

A web application for use by experimental chemists created by us. Uploading a file calculated with commercially available software, and the electronic state can be analyzed. We are working on creating ...
Science Daily

'Democratizing chemical analysis':Chemists use machine learning and robotics to identify chemical compositions from images

Chemists have created a machine learning tool that can identify the chemical composition of dried salt solutions from an image with 99% accuracy. By using robotics to prepare thousands of samples and ...
AlphaGalileo

Bridging Machine Learning and COSMO-SAC for Accurate Prediction of Infinite Dilute Activity Coefficients of Binary Mixtures

Infinite dilution activity coefficient is a key thermodynamic parameter in solvent design for chemical processes. Although ...

IIT-Hyderabad launches India’s first M Tech in AI/ML for chemical engineering

The Department of Chemical Engineering at IIT Hyderabad has launched two new MTech programmes in AI and machine learning in ...
Quanta Magazine

What Is Machine Learning?

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...