358 citations · 360 across the 4 of their papers we have counts for
4 papers
A Primer on Generative AI for Telecom: From Theory to Practice
Xingqin Lin, Lopamudra Kundu, Chris Dick +4
The rise of generative artificial intelligence (GenAI) is transforming the telecom industry. GenAI models, particularly large language models (LLMs), have emerged as powerful tools…
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar
Jamie Tolan, Hung-I Yang, Ben Nosarzewski +13
Vegetation structure mapping is critical for understanding the global carbon cycle and monitoring nature-based approaches to climate adaptation and mitigation. Repeated measurement…
Accelerating Least Squares Imaging Using Deep Learning Techniques
Janaki Vamaraju, Jeremy Vila, Mauricio Araya-Polo +3
Wave equation techniques have been an integral part of geophysical imaging workflows to investigate the Earth's subsurface. Least-squares reverse time migration (LSRTM) is a linear…
Finite Difference Based Wave Simulation in Fractured Porous Rocks
Janaki Vamaraju, Mrinal K. Sen
Biot's theory provides a framework for computing seismic wavefields in fluid saturated porous media. Here we implement a velocity-stress staggered grid 2D finite difference algorit…