forecasting

Explore the concept of conformal predictions applied to the field of time series forecasting and implement it in PythonContinue reading on Towards Data Science » Explore the concept of conformal predictions applied to the field of time series forecasting and implement it in PythonContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the…

The challenge Lam and team took on was to take a number of the ERA5 weather records and see if their program, GraphCast, could predict some unseen records better than the gold standard for weather forecasting, a system called HRES, also developed by ECMWF.HRES, which stands for High RESolution Forecast, predicts the weather for the next 10 days, around the world, using an hour's worth of work, for an area measuring around 10 kilometers squared. The HRES is made possible because of mathematical models developed over…

Technically speaking, neuroscientists have been able to read your mind for decades. It’s not easy, mind you. First, you must lie motionless within a hulking fMRI scanner, perhaps for hours, while you watch films or listen to audiobooks. None of this, of course, can be done without your consent; for the foreseeable future, your thoughts will remain your own, if you so choose. But if you do elect to endure claustrophobic hours in the scanner, the software will learn to generate a bespoke reconstruction of what you were…

Drought index, online search activity volume related to drought, and the percentage of drought-affected areas in South Jeolla Province. Credit: POSTECH According to the Korea Meteorological Administration, the average national rainfall for March in 2023 measured a mere 28.7 mm, which is only half of the usual amount. Although the…

Finally, a robot to tell you which jacket you should wear to the function. Google DeepMind, the search giant’s AI-centric brain trust, just announced a new weather forecasting model that beats traditional systems more than 90% of the time. Named GraphCast, the machine learning model promises 10-day predictions that are better, faster, and more energy-efficient than the tools that run your weather app today.No Google AI Search, I Don’t Need to Learn About the “Benefits of Slavery” “We believe this marks a turning point in…

Explore the architecture of TSMixer and implement it in Python for a long-horizon multivariate forecasting taskContinue reading on Towards Data Science » Explore the architecture of TSMixer and implement it in Python for a long-horizon multivariate forecasting taskContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is…

November 13, 20233 min readThe National Weather Service has launched the first flood forecasting system with precise, real-time data showing spots that are at imminent risk of inundationBy Minho Kim & E&E NewsFloodwater from the Mississippi River surrounds homes and covers streets on May 3, 2023, in Rapids City, Illinois. CLIMATEWIRE | A new government forecasting system shows for the first time roads, streets and properties that are likely to be flooded by ongoing or upcoming rainstorms, providing unprecedented…

The arduous task of cleaning up from catastrophic flooding is underway across the Northeast after storms stretched the region's flood control systems nearly to the breaking point. As rising global temperatures make extreme storms more common, the nation's dams and reservoirs—crucial to keeping communities dry—are being tested. California and states along the Mississippi River have faced similar flood control…

The big story China’s path to modernization has, for centuries, gone through my hometown  June 2021 For generations, politicians and intellectuals have sought ways to build a strong China. Some imported tools and ideas from the West. Others left for a better education, but the homeland still beckoned. Yangyang Cheng, a particle physicist at Yale Law School, is a product of their complex legacy. She grew up in Hefei, then a humble, medium-sized city in central-eastern China, which is now a budding metropolis with…

Toxic gases and ash from Mount Vesuvius took just minutes to asphyxiate an estimated 2,000 Pompeians in C.E. 79. A pyroclastic flow from Mount Pelée claimed the lives of nearly 30,000 on the Caribbean island of Martinique in 1902. If those catastrophic eruptions had occurred today, could scientists have forecast them in time to save lives? Volcanologists have certainly made some progress on this front. Look no further than Popocatepetl, or El Popo. Lying on the outskirts of Mexico City, it is one of the largest active…