In this study, we utilize the Polymer-Unit Fingerprint (PUFp) to delve into the structure-property relationships of organic photovoltaic (OPV) acceptors materials. Figure 2 outlines the workflow for ...

This review discussed the dilemma of small data faced by materials machine learning. First, we analyzed the limitations brought by small data. Then, the workflow of materials machine learning has been ...

Material science, at its core, is an interdisciplinary field focusing on the discovery and design of new materials. It combines elements of physics, chemistry and engineering to understand and ...

(Nanowerk News) The arrangement of electrons in matter, known as the electronic structure, plays a crucial role in fundamental but also applied research such as drug design and energy storage. However ...