Thermodynamics is a science concerning the state of a system, whether it is stable,
metastable or unstable, when interacting with the surroundings. In this overview …

Thermodynamics is a science concerning the state of a system, whether it is stable,
metastable, or unstable, when interacting with its surroundings. The combined law of …

Cross phenomena, representing responses of a system to external stimuli, are ubiquitous
from quantum to macro scales. The Onsager theorem is often used to describe them, stating …

The melting point is a fundamental property that is time-consuming to measure or compute,
thus hindering high-throughput analyses of melting relations and phase diagrams over large …

Numerous valuable clients can be lost to competitors in the telecommunication industry,
leading to profit loss. Thus, understanding the reasons for client churn is vital for …

Predicting phase stability in high entropy alloys (HEAs), such as phase fractions as functions
of composition and temperature, is essential for understanding alloy properties and …

In this big data era, the use of large dataset in conjunction with machine learning (ML) has
been increasingly popular in both industry and academia. In recent times, the field of …

Density functional theory (DFT) has been widely applied in modern materials discovery and
many materials databases, including the open quantum materials database (OQMD) …

The CALPHAD system of fundamental phase-level databases, now known as the Materials
Genome, has enabled a mature technology of computational materials design and …

Machine learning (ML) has been the focus in recent studies aiming to improve battery and
supercapacitor technology. Its application in materials research has demonstrated promising …