Workflow behind the MPT model. In this approach, the model learns from various material properties simultaneously in an initial training phase, followed by fine-tuning on the target property data.

Cermets are composite materials that synergise the high hardness and wear resistance of ceramics with the ductility and toughness of metals. This unique combination renders them ideal for demanding ...

To unlock materials of the future, including better photocatalysts or light-switchable superconductors, researchers need to ...

Researchers developed a method that gradually adds and removes atoms in simulations, enabling realistic modeling of crystal defects that affect material strength.

Most solid materials we rely on, from steel, to plastics and ceramics, are designed to have specific properties. Whether a material is soft and flexible, or stiff and tough depends on how molecules ...

A research team at Penn State has uncovered a potential method for precisely manipulating a material's properties by altering its atomic arrangement. Their discovery suggests that "atomic spray ...

Most materials we use in everyday life expand slightly when heated and return to their original size when cooled. In addition ...

An introductory course focused on the new and existing materials that are crucial for mitigating worldwide anthropogenic CO2 emissions and associated greenhouse gases. Emphasis will be placed on how ...

Moiré materials are a class of 2D nanomaterials that exhibit unique properties arising from the periodic interference patterns formed when two or more atomically thin layers are stacked with a slight ...

Materials researchers have created a new composite material that combines two incompatible properties: stiff yet with a high damping capacity. A compressor hums, an air conditioning system rattles, a ...

Advanced optical materials are crucial in the development of many everyday appliances that enhance our lives. These materials have the unique ability to manipulate light in various ways, allowing us ...