Use artificial intelligence large models to dialogue, write poetry, and paint
You may not be so new to you anymore
But in reality, this is just one of the applications of artificial intelligence large models
The research results of HUAWEI CLOUD Pangu Meteorological Model were published in Nature magazine. (Photo courtesy of interviewee)
July 6, Beijing time
The international authoritative journal Nature is publishing papers
"3D Neural Networks for Accurate Medium-Term Global Weather Forecasting"
The paper said that by adopting three-dimensional high-resolution artificial intelligence weather forecasting methods
The prediction accuracy of HUAWEI CLOUD Pangu Meteorological Model exceeds that of traditional numerical prediction methods
It can effectively respond to the long-standing existence in the field of weather forecasting
Challenges such as low accuracy, poor interpretability, and inaccurate prediction of extreme weather
If you want to predict the path of a typhoon in the next 10 days
In the past, people needed high-performance computer clusters of about 3,000 servers
Spend 5 hours performing simulation calculations
Now only 1 server is needed
Wait another 10 seconds
It can complete the prediction of the typhoon path
Nature Magazine Review:
The technology "allows people to rethink the future of weather forecasting models."
In fact, weather forecasting is only applied Chinese the big model of engineering intelligence
"The tip of the iceberg"
In the fields of smart mining, drug research and development, government affairs, finance, manufacturing, railways and so on
Large models show great potential for application
It is expected to bring changes to many traditional industries
In the pharmaceutical sector
The large model learns 1.7 billion small molecule compounds from nature
Lead drug development cycles can be significantly shortened
At the same time, research and development costs are significantly reduced
The R&D personnel successfully developed the antimicrobial drug drug X using AI-assisted drug design services based on the HUAWEI CLOUD Pangu Drug Molecule Model. (Photo courtesy of interviewee)
In the field of mining
Large models can be implemented on coal mines
More than 1,000 subdivision scenarios such as mining, mining, machinery, transportation, transportation, washing, and selection are fully covered
Help coal mining enterprises build safe and efficient intelligent systems
In terms of rail freight
The large model can accurately identify more than 430 fault types
Overall failure discovery rate of 99.8%
It is expected to reduce the labor intensity of railway employees
The picture above is the traditional manual recognition operation interface, and the figure below is the artificial intelligence automatically recognizing massive pictures. (Photo courtesy of interviewee)
Zhang Pingan, Executive Director of Huawei and CEO of HUAWEI CLOUD, said
HUAWEI CLOUD has implemented more than 1,000 AI innovation projects in various industries
"Pangu Grand Model 3.0" and "Ascend AI Cloud Service"
It will focus on the main business scenarios of serving enterprises in the real economy
The New Generation Artificial Intelligence Development Research Center of the Ministry of Science and Technology was released at the end of May
"Chinese Intelligent Big Model Map Research Report" shows
79 large models with more than 1 billion parameters have been released in China
Many enterprises are deployed in this field
Use big models to accelerate the digital and intelligent transformation of thousands of industries
Deeply cultivate the real economy industry
It is becoming the consensus of the industry
It is also a breakthrough for the big model track
Wu Hequan, academician of the Chinese Academy of Engineering, and other experts believe
Actually invest in big models
Urban development, financial technology, biomedicine, industrial manufacturing, scientific research and other fields
"Big models" that are more deeply integrated with the manufacturing industry
It will be the digital transformation and intelligent upgrade of China's manufacturing industry
Provides firmer support and a more powerful engine
(Source: Xinhua News Agency)
Xigu District Rong Media Center
Editor: Wang Xingyue