Uncovering Hidden Physics: Learning Equations from Data
![The study demonstrates a quantifiable relationship between numerical precision and computational performance, evidenced by [latex]O(n^2)[/latex] scaling for single precision and [latex]O(n^3)[/latex] for double precision, highlighting the inherent trade-offs in algorithm efficiency based on data representation.](https://arxiv.org/html/2602.15603v1/x4.png)
A new framework recovers the underlying partial differential equations governing a system directly from observed measurements, offering a path towards interpretable scientific machine learning.
![The study demonstrates a quantifiable relationship between numerical precision and computational performance, evidenced by [latex]O(n^2)[/latex] scaling for single precision and [latex]O(n^3)[/latex] for double precision, highlighting the inherent trade-offs in algorithm efficiency based on data representation.](https://arxiv.org/html/2602.15603v1/x4.png)
A new framework recovers the underlying partial differential equations governing a system directly from observed measurements, offering a path towards interpretable scientific machine learning.
A new framework optimizes how AI asks for human help, moving beyond simple labels to dramatically improve learning efficiency and reduce the burden on human annotators.

Jacob Elordi, who plays Heathcliff in the new film, has spoken out to support a particularly debated scene. It depicts a power dynamic between Heathcliff and Isabella (played by Alison Oliver) involving elements of BDSM, showing Isabella on all fours, wearing a collar, and behaving like a dog.

I’m diving into this case in a really strange world. Basically, there’s a total curfew for everyone, and all the guys are being tracked with ankle monitors – supposedly it’s to keep women safe. It definitely adds a weird layer to the investigation, figuring out who’s really doing what when everyone’s movements are being watched.

Robert Wagner, age 96, recently posted a warm photo on Instagram with Stefanie Powers, 83. Wagner is best known for his role as Jonathan Hart, and Powers played his on-screen wife, Jennifer Hart, in the popular television series.

The 91-year-old singer, a long-time supporter of Donald Trump, recently shared his opinion that the president’s biggest challenge isn’t what he does, but how he acts.

Well, knock me down with a feather and call me surprised! XRP has decided to stop its nosedive and bounce back like a rubber chicken at a wizard’s convention. After hitting a 15-month low earlier in February, the price surged 50% to a high of $1.67 from the Feb. 6 low of $1.12. That’s right, folks, the buyers have finally remembered where they left their wallets. Though it’s still trading 60% below its multi-year peak of $3.66, several on-chain and derivatives indicators suggest this dip might be as shallow as a troll’s philosophy.

In an interview with the Daily Mail, actress Uzo Aduba, known for her role in Orange is the New Black, described photographer Rick Mendoza as ‘unpredictable.’

Twenty-year-old musician Cruz Beckham posted a new video on his YouTube channel on Wednesday. It shows him and his band, Cruz Beckham And The Breakers, performing their song “For Your Love” as they prepare for their first tour.
What is this Hyperliquid Policy Center, if not a gilded cage for the hopes of decentralized finance? A beacon, they claim, for clarity in a world where rules are as fluid as the markets themselves. Yet, one must wonder: does this center serve the people, or merely the egos of those who fund it? And lo, the tokens shall be unstaked-later today, no less-a gesture as fleeting as the promises of politicians.