![The proposed AgriPINN model integrates deep learning with established crop physiology by embedding the LINTUL5 biomass-growth ordinary differential equation-described as [latex]\frac{d AGB}{dt}[/latex]-as a soft constraint within the neural network’s optimization process, simultaneously predicting above-ground biomass (AGB) alongside latent physiological variables such as leaf area index (LAI), radiation use efficiency (RUE), photosynthetically active radiation (PAR), and foliage water fraction, and then using the resulting process residual [latex]r(\mathbf{p},t)[/latex] to enforce biophysical consistency across space and time.](https://arxiv.org/html/2601.16045v1/x1.png)
A new hybrid AI framework, AgriPINN, combines the power of deep learning with established agricultural models for more accurate and interpretable crop biomass predictions under challenging conditions.
Divisional Round #Madden26 ratings updates are LIVE!
Check out From the Ashes: The Pit, a new survival thriller from Saudi Arabia now streaming on Netflix. It’s a sequel to the 2024 film From the Ashes, and tells the story of a group of teenage girls who become trapped in a hole and must struggle to survive and find a way out.
Official details about the Wonder Man series from Marvel Television explained what’s next for Simon Williams after the events of his previous show. While Marvel hasn’t ruled out future connections to the wider Marvel Cinematic Universe, watching other MCU projects isn’t necessary to enjoy Wonder Man.
Okay, so remember that tiny glimpse of Jason Momoa as Lobo in the first trailer back in December? It was, like, less than a second! Well, DC fans, hold onto your hats because 2026 is already delivering! DC Studios just dropped a bunch of new videos on social media, and they finally give us a really good look at Momoa’s debut as Lobo in the upcoming Supergirl movie. It’s a thrilling update, and I’m officially excited!
Before becoming famous for her role on NCIS, Pauley Perrette appeared in the acclaimed 2000 film Almost Famous. Directed by Cameron Crowe and starring Kate Hudson, Billy Crudup, and Frances McDormand, the movie is a charming and semi-autobiographical story inspired by Crowe’s own teenage years writing for Rolling Stone magazine. Over 25 years later, it’s still a highly enjoyable film, and particularly worth revisiting for fans of NCIS.
Desco will be added to the game in the upcoming ‘Servant Pack & Desco VS Pudding Desco Arc Scenario’ DLC. She’s one of six new playable characters, and each of them has the unique ability to transform into a weapon. This large DLC will also include a brand new story arc focused on Desco.
On that fateful Friday, the crypto seas turned tempestuous, and our gallant whale, Jeffrey Huang, also known to the masses as Machi Big Brother, narrowly dodged the dreaded liquidation. With Ethereum’s price dropping like a lead balloon beneath $2,900, our brave captain was compelled to throw in an additional 250,000 USDC to stabilize his beleaguered vessel amidst the turbulent waters of the Hyperliquid Decentralized Exchange (DEX).
Over the last year, Xbox has increasingly acted like a game publisher that isn’t tied to specific hardware. While they still make the Xbox Series X and S consoles, they’ve started releasing games on platforms beyond just Xbox and PC. We saw this with the release of Gears of War: Reloaded on PS5, and it’s happening again with the upcoming remake of Halo: Combat Evolved, which will also be available on PS5 from day one. This means even Xbox’s biggest games aren’t exclusive to their consoles anymore. Although these initial releases are remasters or remakes of older titles, Xbox’s recent moves suggest a clear direction for the company – one that will likely affect the future of The Elder Scrolls 6.
After a disappointing run in theaters, the movie Ella McCay will be available to stream on Disney+ and Hulu starting February 5th. Viewers can also purchase or rent it digitally beginning January 27th, and it will be released on Blu-ray and DVD on March 3rd.