Articles by the Enthought community, at the intersection of digital transformation and science.
Image: To have a transformative impact, labs must reinvent workflows through digital technologies and skills, adopting a strong data culture. A figure from the white paper captures Level 5, where innovation through digital-centric systems confidently produces new materials that meet customer specifications orders of magnitude faster than before, enabling broader business transformation. Access the white …
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Image: In an example away from seismic, this shows a thin section, where machine learning techniques can be applied across multiple images, ones previously unused due to the significant demands of expert time, and difficulties in organizing and sharing data. See a demo at: https://www.enthought.com/industries/oil-and-gas/core-analysis/ Author: Brendon Hall, Ph.D., Director, Energy Solutions The SEG …
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Image: The SubsurfaceAI custom deep learning application for seismic allows experts to annotate data, identify sequences and, in this example, define a fault complex. This forms the basis of a workflow that allows a seismic expert to apply deep learning to ‘interpret the way experts do,’ creating bespoke models for seismic interpretation. Author: Ben Lasscock, …
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Image: “You see, but you do not observe” is a quote by Sherlock Holmes in A Scandal in Bohemia (1891, written by Sir Arthur Conan Doyle). Holmes referred to himself as a ‘consulting detective’. Sketch by Mason Dykstra. Author: Mason Dykstra, VP Energy Solutions Wavelets are for Watson (The Doctor, Not IBM) When was …
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Image: This figure shows seismic data of the earth’s subsurface, an example of where AI can save scientists hours of manual labeling work. Read more here. A CTO’s Perspective on Gaining Value from AI Author: Didrik Pinte, CTO AI – Leading While Lagging Artificial intelligence has never been more widely applicable. Given the rapidly increasing …
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Image: The Digital Maturity Report uses a matrix to evaluate organizations digital maturity, determining whether they are lagging, competitive or leading based on the 5-core elements of Digital Maturity; Digital Strategy, Digital Skills, Digital Tools, Data & Data Flow, and Data Infrastructure. Digital Maturity, Applied. Author: Charlie Cosad, CMO Is your organization delivering ongoing …
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Image: The 1000x Lab Initiative First Congress in Austin brought together leaders in industry, academia, and government to explore new ways to accelerate materials R&D. Modeled after the SciPy community, a primary goal of the initiative is to establish an analogous community developing and sharing open source tools for fast, inexpensive, and scalable materials measurements. …
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Image: The digital skills mix varies widely across companies, from those just starting to invest in digital transformation initiatives, to ones well into their journey. Building a community of people who think digitally and are able to innovate and quickly prototype ideas is key to delivering results. Digital skills personas for success in digital transformation …
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Image: An AI-based assistant gives energy company geoscientists the ability to quickly visualize and analyze hundreds of CT scan images. Visualization, image analysis, and AI/machine learning techniques are increasingly areas of innovation and value for science-driven businesses. Shown here a thin section classification tool, with analogues in multiple other science-driven industries. https://www.enthought.com/case-studies/10x-efficiency-gain-and-improved-classification-using-deep-learning/ A Dual …
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