Laura Lima Angelo Dos Santos

Title: Laura Lima Angelo Dos Santos: Innovator in Machine Learning for Sedimentary Facies Prediction

Introduction

Laura Lima Angelo Dos Santos is a prominent inventor based in Rio de Janeiro, Brazil. She has made significant contributions to the field of machine learning, particularly in the area of sedimentary facies prediction. Her innovative approach utilizes advanced techniques to enhance the accuracy of geological assessments.

Latest Patents

Laura holds a patent for her invention titled "Machine-learning for sedimentary facies prediction." This patent focuses on using machine learning algorithms to predict sedimentary facies by analyzing one or more logs acquired from boreholes. The process involves performing petrophysical clustering of borehole depths, where depths are grouped based on similarities in the logs. Additionally, her invention includes log inclusion optimization, which selects parameters for clustering, such as the number and type of logs considered. The final step involves classifying the clusters into core depositional facies using predetermined rules.

Career Highlights

Laura is currently employed at Schlumberger Technology Corporation, a leading company in the oil and gas industry. Her work at Schlumberger allows her to apply her innovative ideas in a practical setting, contributing to advancements in geological modeling and analysis.

Collaborations

Laura collaborates with talented professionals in her field, including Nadege Bize-Forest and Lucas Lima De Carvalho. These collaborations enhance her research and development efforts, fostering a creative environment for innovation.

Conclusion

Laura Lima Angelo Dos Santos is a trailblazer in the application of machine learning for geological predictions. Her contributions are paving the way for more accurate and efficient methods in sedimentary facies analysis.