Company Filing History:
Years Active: 2024
Title: Innovations of Dongyan Fan in Predicting Permeability
Introduction
Dongyan Fan is a notable inventor based in Qingdao, China. He has made significant contributions to the field of deep learning and its applications in predicting permeability in multi-mineral phase digital cores. His innovative approach combines advanced computational techniques with geological modeling.
Latest Patents
Dongyan Fan holds a patent titled "Method for predicting permeability of multi-mineral phase digital core based on deep learning." This patent discloses a method for predicting the permeability of a multi-mineral phase digital core by constructing a three-dimensional digital core and generating a random pore structure. The process involves acquiring multiple multi-mineral digital core images through image segmentation and simulating permeability using multi-physics field simulation software. A multi-mineral digital core data set is then constructed, and an SE-ResNet18 convolutional neural network is trained with this data set to predict the permeability of new multi-mineral cores.
Career Highlights
Dongyan Fan is affiliated with the China University of Petroleum, where he continues to advance research in his field. His work has garnered attention for its innovative use of deep learning techniques in geological applications. He has successfully integrated computational methods with practical geological challenges, showcasing the potential of technology in enhancing traditional fields.
Collaborations
Dongyan Fan collaborates with esteemed colleagues such as Hai Sun and Liang Zhou. Their combined expertise contributes to the advancement of research and innovation in the field of petroleum engineering and digital core analysis.
Conclusion
Dongyan Fan's contributions to the field of deep learning and permeability prediction highlight the intersection of technology and geology. His innovative methods pave the way for future advancements in the industry.