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- 1Hybrid Physics and Machine Learning Framework Boosts Oil Production●Hybrid Physics/ML Framework for Virtual Flowmetering Optimizes Production
A new hybrid framework combining physics-based modeling with machine learning has been introduced for virtual flowmetering, aiming to optimize oil and gas production. The approach uses physical models to constrain machine learning predictions, improving accuracy in measuring flow rates where physical meters are costly or impractical. Industry coverage highlights its potential to improve reservoir management and production optimization across operations.
- 2University endowments reap SpaceX windfall, face reinvestment dilemma▼Endowments scored big on SpaceX. Why the windfall creates a new problem.
University endowments scored big on SpaceX, with stakes in the rocket company generating large returns. But the windfall creates a new problem: swollen allocations to private companies leave endowment managers with portfolios that are harder to rebalance, and deciding how to redeploy the gains or manage concentrated exposure is proving tricky.
- 3Meghan Markle's ex-agent gives terse response on her Hollywood future●Meghan Markle’s Hollywood Future Gets a Terse Response From Ex-Agent https:// fed.brid.gy/r/https://www.comi ngsoon.net/
Ari Emanuel, Meghan Markle's former agent at WME, has offered a brief response when asked about the Duchess of Sussex's prospects in Hollywood. The terse reply has fuelled fresh speculation about the state of her career and her standing in the entertainment industry following her split from the agency.