A dual-graph deep learning network that hard-codes petroleum physics alongside learned statistics cuts oil production prediction error to about 20 percent, far outperforming conventional models.

A new heterogeneous graph Kolmogorov-Arnold network called HG-KAN predicts how water injected into layered oil reservoirs ...

Discover how researchers mapped ancient rivers and oceans on Mars, revealing a once-wet world that challenges its frozen desert image.

The world's population is increasing at an incredible rate.About 200 years ago, around 1800, the world population was about 1 ...

As AI companies publish increasingly complex math proofs, the people who dedicated their lives to the discipline worry about ...

CHENNAI: The Chennai Metro Rail Limited (CMRL) has completed the casting of all precast elements, including the final ...

The cities with the best quality of life have high scores on U.S. News’ Quality of Life Index. It measures how satisfied residents are with their daily lives, and takes into account factors like crime ...

In the parking lot outside a Mets game, the TikTok sommeliers Ryan and Chris Goydos, of SuperVinoBros, crack open a mystery wine and guess its provenance.

Shell is an integrated oil and gas company that explores for, produces, and refines oil around the world. In 2025, it produced 1.5 million barrels of liquids and 7.3 billion cubic feet of natural gas ...

BP is an integrated energy company that explores for, produces, and refines oil and gas around the world. In 2025, it produced 1.2 million barrels of liquids and 6.5 billion cubic feet of natural gas ...