Over the past decades, continual advancement of computational power has led to the
prevalence of automation across science, industry, and society, whereby digital solutions …

Materials Acceleration Platforms are an emerging paradigm to accelerate materials
discovery as an effort to develop technology solutions that can help address or mitigate …

Solutions to many of the world's problems depend upon materials research and
development. However, advanced materials can take decades to discover and decades …

The ever-increasing demand for novel materials with superior properties inspires retrofitting
traditional research paradigms in the era of artificial intelligence and automation. An …

Progress in data-driven self-driving laboratories for solving materials grand challenges has
accelerated with the advent of machine learning, robotics, and automation, but they are …

The age of cognitive computing and artificial intelligence (AI) is just dawning. Inspired by its
successes and promises, several AI ecosystems are blossoming, many of them within the …

Accelerating materials research by integrating automation with artificial intelligence is
increasingly recognized as a grand scientific challenge to discover and develop materials …

Numerous critical technologies are currently materials-limited, awaiting novel materials
solutions for advancement. Examples include transportation (light-weight, high-strength …

The modus operandi in materials research and development is combining existing data with
an understanding of the underlying physics to create and test new hypotheses via …

Successful materials innovations can transform society. However, materials research often
involves long timelines and low success probabilities, dissuading investors who have …