Search results for machine learning

Condensed Matter May 15, 2024

Simulating diffusion using 'kinosons' and machine learning

Researchers from the University of Illinois Urbana-Champaign have recast diffusion in multicomponent alloys as a sum of individual contributions, called "kinosons." Using machine learning to compute the statistical distribution ...

Biochemistry May 14, 2024

Machine learning model uncovers new drug design opportunities

Pathogens are nothing if not adaptable, and their ability to protect themselves against antibiotics increasingly poses a public health concern. A research team led by Los Alamos National Laboratory has used machine learning, ...

Plasma Physics May 14, 2024

Using AI to speed up and improve the most computationally-intensive aspects of plasma physics in fusion

The intricate dance of atoms fusing and releasing energy has fascinated scientists for decades. Now, human ingenuity and artificial intelligence are coming together at the U.S. Department of Energy's (DOE) Princeton Plasma ...

Astronomy May 14, 2024

Researchers chart Orion Nebula like never before

Star and planet formation is a messy affair. It starts with the gravitational collapse of a gigantic cloud of gas and dust, which simultaneously produces massive stars, whose intense radiation field creates a harsh environment, ...

Analytical Chemistry May 13, 2024

Machine learning and AI aid in predicting molecular selectivity of chemical reactions

There are few problems now that AI and machine learning cannot help overcome. Researchers from the Yokohama National University are using this modern advantage to resolve what conventional methods cannot.

Planetary Sciences May 9, 2024

Q&A: AI in Earth observation—a force for good

The upcoming launch of the Φsat-2 mission is a prime example of the pioneering work that ESA does in the field of AI in Earth observation.

Earth Sciences May 8, 2024

Experts propose a long-term strategy for wildfire risk management in the era of climate change

A perspective published in PNAS Nexus explores lessons learned from recent deadly wildfires and proposes a strategy for managing wildfire risk.

Education May 7, 2024

A guide for early-career researchers in computational science

In recent years, a growing number of students have embraced scientific computation as an integral component of their graduate research. Yet since many of them are new to the field, they often have little to no coding experience, ...

Ecology May 7, 2024

Using algorithms to decode the complex phonetic alphabet of sperm whales

The allure of whales has stoked human consciousness for millennia, casting these ocean giants as enigmatic residents of the deep seas. From the biblical Leviathan to Herman Melville's formidable Moby Dick, whales have been ...

Biotechnology May 6, 2024

Identifying priorities to leverage smart digital technologies for sustainable crop production

Drones monitoring fields for weeds and robots targeting and treating crop diseases may sound like science fiction but is actually happening already, at least on some experimental farms. Researchers from the PhenoRob Cluster ...

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