Testing page for app

The two main takeaways from this paper: First, it underscores the difference between explainability and interpretability and presents why the former may be problematic. Second, it provides some great pointers for creating truly interpretable models.

Industry awaits the results of Apache’s Maka Central-1 exploratory well offshore Suriname, where high expectations follow the rapid exploration success of neighboring Guyana.

To make sure deep learning meets its promise, we need to reorient research away from state-of-the-art accuracy and toward state-of-the-art efficiency. We need to ask if models enable the largest number of people to iterate as fast as possible using the fewest amount of resources on the most devices.

One of the biggest discoveries in the past decade, Sangomar, moves closer to sanction as operator Woodside and its joint venture partners submit the plan for the field's development. First oil from Senegal's first offshore development is scheduled for 2023.

The tender invites EPC contractors to develop a commercial bid for the lump-sum turnkey contract based on a fully developed scope related to design, engineering, technical, and safety specifications for the project. Commerical bids are expected next year.

The Australian company upped its forecast of initial oil production out of the field from 50,000 B/D to somewhere between 75,000 and 100,000 B/D. It expects to spend between $1.9 billion and $2.2 billion on the field's development.

OneSubsea has agreed to a contract with Nexans for the design and supply of two 75-mi power umbilicals for a subsea multiphase compression system at Shell’s Ormen Lange gas field in the Norwegian North Sea.

Byron Energy has entered an agreement to fund the construction of SM58 (South Marsh Island 58), its production platform in the US Gulf of Mexico. The Australian company said it had signed a binding secured promissory note with Crimson Midstream to borrow an initial amount of $15 million. The money will be used primarily for the ongoing construction of the production p…

The company performed the heavy lifting and installation of 40 modules, including a 3,000-t module that it said was the largest commercial lift by a land-based crane.

Offshore wind makes up less than 1% of the current energy mix, but analysts have it pegged as a potential trillion-dollar business in the near future. That growth presents an opportunity for operators to reduce costs and their carbon footprint through the electrification of their offshore platforms.