MEGNet: A Universal Graph Neural Network for Accurate Prediction of Molecular and Crystal Properties

MEGNet: A Universal Graph Neural Network for Accurate Prediction of Molecular and Crystal Properties

A public academic platform initiated by overseas scholars Sharing information, integrating resources Exchanging academic ideas, occasionally discussing life In recent years, machine learning algorithms have made significant advancements in many fields, including natural language processing and image recognition. Thanks to the continuous improvement and development of material databases such as Materials Project1, QM92,3, machine learning … Read more

Automated Quantum Neural Network Search

Automated Quantum Neural Network Search

As the next generation of advanced computing technology, quantum computers are on the brink of practical application. A landmark milestone was Google’s demonstration of quantum supremacy in 2019 using a 54-qubit superconducting quantum processor [1]. Since then, how to utilize quantum computing devices to solve real-world problems and achieve performance surpassing classical computers under existing … Read more