high-performance computing

Data Science, Structural Health Monitoring

High-Performance Computation for Real-time Structural Health Monitoring

Understanding how high-performance computation (HPC) supports real-time structural health monitoring (SHM) by enhancing data acquisition, signal processing, damage detection, and decision-making.

Utpal Kumar
January 12, 2025

Data Science

Understanding the Working of a GPU: From Architecture to Computation with PyTorch

Explore how GPUs achieve exceptional computational power through their hierarchical architecture and embarrassingly parallel workflows, with a focus on leveraging PyTorch for efficient processing on both Nvidia GPUs and Apple Silicon.

Utpal Kumar
January 5, 2025

Paper Review

The New Age of Seismology: Breakthroughs in Technology and Data-Driven Insights

The field of seismology is undergoing a transformation, driven by breakthroughs in sensing technologies, machine learning, and high-performance computing. These innovations are enabling the detection of smaller seismic events, mapping hidden fault structures, and creating detailed 3D models of Earth's interior, opening new frontiers in understanding our planet's dynamics.

Utpal Kumar
July 21, 2024