Bridging Neural Networks and Gaussian Processes for Scalable Uncertainty
![The study demonstrates the BlendedNet dataset’s capacity for accurate force coefficient ([latex]C_{f_{z}}[/latex]) prediction, as evidenced by the close alignment between test data and B-INN predictions, with normalized absolute error providing a quantitative measure of this performance.](https://arxiv.org/html/2601.22860v1/fig/blendednet_cfz.png)
A new Bayesian model combines the strengths of both approaches to deliver accurate and reliable predictions for complex physical systems.
![The study demonstrates the BlendedNet dataset’s capacity for accurate force coefficient ([latex]C_{f_{z}}[/latex]) prediction, as evidenced by the close alignment between test data and B-INN predictions, with normalized absolute error providing a quantitative measure of this performance.](https://arxiv.org/html/2601.22860v1/fig/blendednet_cfz.png)
A new Bayesian model combines the strengths of both approaches to deliver accurate and reliable predictions for complex physical systems.

The last time Gold topped, the following happened:
– $ETH bottomed 9 months prior.
– $ETH crashed by 30-40%.
This time;
– $ETH bottomed 9 months prior
– $ETH is down 31% already.
What happened after that?
A rise of 300%+ against #Bitcoin for Ethereum and the bull market…

I absolutely love Band of Brothers, but I’ve always known it takes liberties with history, and that’s okay with me. It’s based on a true story and features real people, but it prioritizes emotional impact over strict accuracy. Take Lieutenant Norman Dike, for example. The show paints him as someone who couldn’t handle the pressure, but the real man was a hero – wounded in action, decorated with two Bronze Stars, and credited with saving multiple lives! And the discovery of the concentration camp in the episode ‘Why We Fight’ feels almost accidental in the show, with the soldiers not realizing how widespread the horrors were. In reality, it was the 12th Armored Division who actually found that camp, and Soviet troops had liberated others nearly a year before. But honestly, I think the show understands that ‘accuracy’ and ‘authenticity’ aren’t the same thing. That episode, more than any other, isn’t about what happened, but about how the war changed the men of Easy Company, even as it was ending. It’s a powerful look at the toll war takes on the human spirit.

Joe Johnston’s The Rocketeer (1991) is a beloved example of steampunk cinema, despite not being a huge box office success – it was released just before Terminator 2: Judgment Day, which overshadowed it. While steampunk isn’t always widely recognized, there are actually many excellent films in the genre. The following six movies offer something unique that The Rocketeer doesn’t.

Artificial intelligence is becoming increasingly common, and it’s already changing many parts of our lives, including education. We’re seeing examples like teachers using AI to create tests, and students forming relationships with AI chatbots. However, these changes aren’t always positive, and can sometimes be quite harmful.

A new dataset reveals the surprisingly short lifecycles of meme coins and offers tools to identify potential scams in the volatile world of cryptocurrency.
Belissa Escobedo, star of Happy’s Place, talks about her character Isabella and how much she’s enjoyed returning for a second season. Fans can expect new guest appearances, plenty of funny moments, and even bigger obstacles for the characters. Read More 2026-02-03 03:09

Kelly Clarkson has been hosting her talk show since it started in Los Angeles in 2019, and later moved to New York. The show includes interviews with celebrities like Jack Black and Tanner from Love on the Spectrum, plus the popular segment “Kellyoke,” where she performs covers of well-known songs. Last year, Clarkson took a short break from hosting to be with her children while their father was unwell. Looking ahead, she’s starting a residency in Las Vegas this summer and hopes to include a few Kellyoke performances for fun.

Today, February 2nd, the movie Wyatt Earp is surprisingly popular on Netflix, landing at number 8 in the U.S. It’s currently behind The Rip at number 1, as well as Copshop, M3GAN 2.0, Night at the Museum, Faith in the Flames: The Nichole Jolly Story, and Forever. It’s ahead of Mike and Dave Need Wedding Dates and Kidnapped: Elizabeth Smart, which is at number 10.
Kevin Abbott, the creator, and Pamela Fryman, the director, chatted with Katie Doll about the challenges they face while making ‘Happy’s Place‘ and how they overcome them. Read More 2026-02-03 02:04