Nungga Saputra

TIn the world of geophysics, coordinates are typically the foundation of all measurements and interpretations. They allow geophysicists to map subsurface features, such as faults, reservoirs, and layers, with precision.

Traditionally, this process involves multiple steps: first, inversion of seismic data to estimate velocities (through methods like acoustic inversion), and then using these velocities to predict petrophysical properties. The main limitation of these methods is that they often do not incorporate uncertainty quantification, leading to suboptimal predictions. Machine learning, and more specifically physics-informed neural networks (PINNs).

Extracting text from an image can be exhausting, especially when you have a lot to extract. One commonly known text extraction library is PyTesseract or EasyOCR, optical character recognition (OCR). These libraries provide you with the text directly from the image.