Abstract: Systems and methods for training models to improve fairness.

Abstract: A method for optimizing drilling operations. The method includes providing an earth model of a volume having a well, obtaining petrotechnical data about the volume while drilling the well, comparing the petrotechnical data with the earth model, updating the earth model with the petrotechnical data based on the comparison, and modifying a drilling plan of the well using the updated earth model.

Abstract: A method for optimizing drilling operations. The method includes providing an earth model of a volume having a well, obtaining petrotechnical data about the volume while drilling the well, comparing the petrotechnical data with the earth model, updating the earth model with the petrotechnical data based on the comparison, and modifying a drilling plan of the well using the updated earth model.

Abstract: A method and apparatus for acquiring seismic signals from beneath a salt region in the earth. In one embodiment, the method includes tuning an air gun array to a first bubble oscillation; towing the air gun array in the water at a depth of at least 10 meters, in which the air gun array has a total volume in a range of about 6780 cubic inches to about 10,170 cubic inches; directing acoustic signals with the air gun array down through the water into the earth beneath the salt region; towing one or more seismic streamers in the water at one or more depths, in which at least one of the depths is at least 10 meters, in which each streamer comprises a plurality of hydrophones disposed therealong; and recording with the hydrophones seismic signals reflected from strata in the earth beneath the salt region.

Abstract: A method for optimizing drilling operations. The method includes providing an earth model of a volume having a well, obtaining petrotechnical data about the volume while drilling the well, comparing the petrotechnical data with the earth model, updating the earth model with the petrotechnical data based on the comparison, and modifying a drilling plan of the well using the updated earth model.

Abstract: A method and apparatus for acquiring seismic signals from beneath a salt region in the earth. In one embodiment, the method includes tuning an air gun array to a first bubble oscillation; towing the air gun array in the water at a depth of at least 10 meters, in which the air gun array has a total volume in a range of about 6780 cubic inches to about 10,170 cubic inches; directing acoustic signals with the air gun array down through the water into the earth beneath the salt region; towing one or more seismic streamers in the water at one or more depths, in which at least one of the depths is at least 10 meters, in which each streamer comprises a plurality of hydrophones disposed therealong; and recording with the hydrophones seismic signals reflected from strata in the earth beneath the salt region.

Abstract: Devices, methods and system for a morpheus music notation system adapted for key, string, wind and percussion instruments for ease of teaching and learning music intuitively. Intuitive morpheus music notation system creates a simple environment revolving around numbers and letters to enable people of all ages of any race or colour whether they are with sight or without to learn any musical instrument. The idea relates to all instruments, wind, brass, stringed, bowed, percussion, keyboard, unusual global instruments, organ & electronic instruments. Also relates to a set of hand movements performed by conductors of music.

Abstract: This invention relates to an infant feeding device comprising a mouthpiece adapted to deliver liquid feed to an infant, a grip member shaped to be easily grasped by an infant and means for connecting the mouthpiece to a feed reservoir. A kit for feeding an infant which comprises an infant feeding device as described above, a feed reservoir and a tube which communicates with both the reservoir connection means and the feed reservoir is also provided together with a feed reservoir for use in such a kit.