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In an industry that rarely slows down, memory can be a powerful engineering tool. Not in terms of nostalgia, but in perspective. Many of the activities that constituted daily operations have been so deeply transformed that new generations of engineers may never have experienced them before.
Machine learning is transforming equipment reliability by enabling predictive maintenance, improving safety, and reducing costly downtime across drilling, production, pipelines, and CCUS operations.
A global portal to collaboration and growth, the Student Chapter Development Workshop connects SPE student chapters worldwide to exchange knowledge and learn from industry experts, all under the 2026 theme of catalyzing carbon management innovation.