What question did this study set out to answer?

The aim is to develop an AI-assisted agent that automates materials simulations and improves discovery workflows.

April 19, 2026Digital Discovery0 citationsOpen Access

Masgent: an AI-assisted materials simulation agent

GLGuangchen Liu SYSongge YangWorcester Polytechnic Institute YZYu ZhongWorcester Polytechnic Institute

Key Points

The aim is to develop an AI-assisted agent that automates materials simulations and improves discovery workflows.
Utilizes AI technology to interpret user intentions
Integrates density functional theory (DFT) with machine learning potentials (MLPs)
Employs a feedback loop to enhance simulation processes
Streamlined materials simulation workflows
Accelerated the process of data-driven materials discovery
Enhanced user interaction with the simulation agent

Abstract

Masgent is an AI-driven materials simulation agent that translates user intent into automated workflows. Integrating DFT, MLPs, and ML with a feedback loop, it streamlines simulations and accelerates data-driven materials discovery.

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