black and white bed linen

Innovative Seismic Models

Advanced hybrid models for seismic data integration, anomaly detection, and wave propagation analysis.

Seismic Research Design

Comprehensive seismic data integration and advanced model architecture for anomaly detection.

Data Integration Phase
A vibrant thermal image featuring a person leaning over a ledge, possibly using binoculars. The background shows abstract and geometric patterns in bright colors, resembling buildings with windows.
A vibrant thermal image featuring a person leaning over a ledge, possibly using binoculars. The background shows abstract and geometric patterns in bright colors, resembling buildings with windows.

Collecting multi-source seismic data for comprehensive analysis and preprocessing.

A rocky coastline with waves crashing against the shore, featuring a glitch or distortion effect that creates a surreal atmosphere. The image looks moody with its dark hues.
A rocky coastline with waves crashing against the shore, featuring a glitch or distortion effect that creates a surreal atmosphere. The image looks moody with its dark hues.
A person's hands are examining a textured, beige rock face, possibly for its geological features. The rock has visible layers and cracks, suggesting an ancient formation. Accessories like rings and bracelets are on the person's hand. The background shows more of the same rock formation.
A person's hands are examining a textured, beige rock face, possibly for its geological features. The rock has visible layers and cracks, suggesting an ancient formation. Accessories like rings and bracelets are on the person's hand. The background shows more of the same rock formation.
Model Architecture

Developing hybrid models to capture seismic wave propagation characteristics across various dimensions.

Implementing unsupervised anomaly detection frameworks using contrastive learning and reconstruction errors.

Anomaly Detection