Predicting stock prices is like trying to read the future, and it's a tough challenge for researchers. One popular tool is the long short-term memory neural network (LSTM), which can handle long-term patterns in stock data. But tuning LSTM's settings manually can be tricky and affect how well it wor
Imagine getting an early warning about a massive wildfire, even before it starts! That’s what Edgar McGregor, a 24-year-old climate scientist, did for thousands of Californians. He runs a small Facebook page called Altadena Weather and Climate. On January 6, he predicted a powerful Santa Ana windsto
Bitcoin ETFs are celebrating their first birthday, and it's been quite a ride! With over $113 billion invested, these funds are breaking records. But what comes next? Experts believe the one-year mark could bring some selling pressure. Investors might cash out to avoid long-term capital gains and re
Everyone knows that maize, or corn, is a big deal in the world of agriculture and biofuel. But did you know that hidden inside its stalks, or stover, are special compounds called hydroxycinnamates? These compounds, ferulate and p-coumarate, play a crucial role in how maize plants resist pests and ho
Ever since the legalization of election betting in the U. S. , Kalshi has been making waves. Now, the prediction market firm has brought on Donald Trump Jr. as a strategic adviser. Kalshi's CEO, Tarek Mansour, sees Trump Jr. as a perfect fit due to his keen interest in new technologies and media. Tr
Skin diseases are a global problem, affecting millions and posing serious health risks. Diagnosing these diseases can be tough, needing careful exams, medical history reviews, and lab tests. As diseases get more complex, spotting them becomes harder. This research uses a deep learning model with tra
Alright, let's chat about the upcoming NFL Wild Card game between the Philadelphia Eagles and the Green Bay Packers. The Eagles are looking strong, having won 12 out of their last 13 games. That's a pretty impressive streak! They've been dominating, with most of those wins being by a good margin. N
Forecasting carbon prices is vital for smart government decisions and stable carbon markets. But with so many factors at play, from economics to politics, predictions often go awry. This is where a new model comes in, blending dual decomposition and error correction. First, the model breaks down car
Get ready for an exciting matchup between the Los Angeles Chargers and the Houston Texans! This game could be a defensive showdown or a high-scoring shootout. Both teams have strong defenses and similar offensive ranks, so it's tough to predict who will come out on top. The game kicks off on Saturda
On Saturday, the Ravens and Steelers are set to continue their long-standing rivalry in a Wild Card playoff game. Despite the initial predictions of snow, the game will now be played in cold temperatures. The Ravens are favored by 0. 5 points, driven by their top-ranked defense. The Steelers have lo
