Change the way you dig: AI mining in production
How a major copper operator used Mineluz to cut exploration costs by 35%.
07 · Blog · Mineluz
Field notes from
AI exploration.
Research notes, deployment stories, and the occasional deep dive into 3D CNN architectures.
Case study
Research
Transformer ensembles for mineralization targeting
Why attention beats convolutional stacks once the geology gets weird.
Engineering
Streaming SEG-Y at petabyte scale
A walkthrough of Mineluz's ingest pipeline — columnar cache, lazy chunks, and reproducible hashes.
Field report
Hyperspectral + LiDAR fusion in the Andes
Notes from a two-week field trial with a national geological survey.
Opinion
Why mineral discovery is the AI problem
Why the clean-energy transition bottlenecks on subsurface data — and what to do about it.
Research
IoU isn't enough: evaluation for fault maps
We argue for a topology-aware benchmark and release an open dataset.