AI Simulates Billions of Atoms — A New Era in Green Materials Begins
Researchers at USC have developed Allegro-FM, a groundbreaking AI model capable of simulating the behavior of over 4 billion atoms simultaneously — 1,000× more than previous methods, and with 97.5% accuracy.
Why does it matter? The goal is nothing short of revolutionary: to create carbon-neutral concrete.
Professor Nakano explains:
“Just place CO₂ into the concrete, and it becomes carbon neutral.”
This means we could trap greenhouse gases inside building materials — turning one of the world’s most polluting industries into a climate solution. (Cement production currently accounts for 8% of global emissions.)
Bonus: this concrete could last centuries, not decades. Inspired by ancient Roman materials that have survived 2,000 years, researchers aim to far exceed today’s standard concrete lifespan of just 100 years.
The future of construction may be built not just by hands — but by atomically-precise AI.
#AI #MaterialsScience #ClimateTech #Simulation #GreenBuilding
@science
Researchers at USC have developed Allegro-FM, a groundbreaking AI model capable of simulating the behavior of over 4 billion atoms simultaneously — 1,000× more than previous methods, and with 97.5% accuracy.
Why does it matter? The goal is nothing short of revolutionary: to create carbon-neutral concrete.
Professor Nakano explains:
“Just place CO₂ into the concrete, and it becomes carbon neutral.”
This means we could trap greenhouse gases inside building materials — turning one of the world’s most polluting industries into a climate solution. (Cement production currently accounts for 8% of global emissions.)
Bonus: this concrete could last centuries, not decades. Inspired by ancient Roman materials that have survived 2,000 years, researchers aim to far exceed today’s standard concrete lifespan of just 100 years.
The future of construction may be built not just by hands — but by atomically-precise AI.
#AI #MaterialsScience #ClimateTech #Simulation #GreenBuilding
@science