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Rafael Pires de Lima
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Journal Article
Decomposing and recovering airborne radiometric data through principal component analysis applied on flight-line data: An alternative to reduce noise Available to Purchase
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 22 June 2023
Interpretation (2023) 11 (3): T523–T535.
Journal Article
Spatial variability of petrofacies using supervised machine learning and geostatistical modeling: Sycamore Formation, Sho-Vel-Tum Field, Oklahoma, USA Available to Purchase
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 03 April 2023
Interpretation (2023) 11 (2): T289–T302.
Journal Article
Lithofacies identification in cores using deep learning segmentation and the role of geoscientists: Turbidite deposits (Gulf of Mexico and North Sea) Available to Purchase
Oriol Falivene, Neal C. Auchter, Rafael Pires de Lima, Luuk Kleipool, John G. Solum, Pedram Zarian, Rachel W. Clark, Irene Espejo
Journal: AAPG Bulletin
Publisher: American Association of Petroleum Geologists
Published: 01 July 2022
AAPG Bulletin (2022) 106 (7): 1357–1372.
Journal Article
Generating a labeled data set to train machine learning algorithms for lithologic classification of drill cuttings Open Access
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 25 May 2022
Interpretation (2022) 10 (3): SE85–SE100.
Journal Article
CONVOLUTIONAL NEURAL NETWORKS AS AN AID TO BIOSTRATIGRAPHY AND MICROPALEONTOLOGY: A TEST ON LATE PALEOZOIC MICROFOSSILS Available to Purchase
RAFAEL PIRES DE LIMA, KATIE F. WELCH, JAMES E. BARRICK, KURT J. MARFURT, ROGER BURKHALTER, MURPHY CASSEL, GERILYN S. SOREGHAN
Journal: PALAIOS
Publisher: SEPM Society for Sedimentary Geology
Published: 12 October 2020
PALAIOS (2020) 35 (9): 391–402.
Journal Article
Convolutional neural networks as aid in core lithofacies classification Available to Purchase
Journal: Interpretation
Publisher: Society of Exploration Geophysicists
Published: 28 May 2019
Interpretation (2019) 7 (3): SF27–SF40.