User profiles for Ryan Rad
Ryan Rad, Ph.D.Assistant Professor @ Northeastern University Verified email at northeastern.edu Cited by 700 |
Vision transformer for multispectral satellite imagery: Advancing landcover classification
R Rad - Proceedings of the IEEE/CVF Winter Conference …, 2024 - openaccess.thecvf.com
Climate change is a global issue with significant impacts on ecosystems and human
populations. Accurately classifying land cover from multi-spectral satellite imagery plays a crucial …
populations. Accurately classifying land cover from multi-spectral satellite imagery plays a crucial …
Wildfire spread prediction in north america using satellite imagery and vision transformer
The recent surge in wildfire incidents, exacerbated by climate change, demands effective
prediction and monitoring solutions. This study introduces a novel deep learning model, the …
prediction and monitoring solutions. This study introduces a novel deep learning model, the …
Predicting High-Resolution Maps of Atmospheric Formaldehyde Concentration Using Vision Transformers
R Rad - 2023 International Conference Automatics and …, 2023 - ieeexplore.ieee.org
Formaldehyde (HCHO) is one of the most significant atmospheric trace gases and a precursor
of tropospheric ozone. Modelling and monitoring HCHO is essential for protecting public …
of tropospheric ozone. Modelling and monitoring HCHO is essential for protecting public …
Glosofarid: Global multispectral dataset for solar farm identification in satellite imagery
Solar Photovoltaic (PV) technology is increasingly recognized as a pivotal solution in the
global pursuit of clean and renewable energy. This technology addresses the urgent need for …
global pursuit of clean and renewable energy. This technology addresses the urgent need for …
Remote Wildfire Detection using Multispectral Satellite Imagery and Vision Transformers
R Rad - Asian Conference on Machine Learning, 2024 - proceedings.mlr.press
Wildfires pose a significant and recurring challenge in North America, impacting both
human and natural environments. The size and severity of wildfires in the region have been …
human and natural environments. The size and severity of wildfires in the region have been …
Safety and feasibility of STAT RAD: Improvement of a novel rapid tomotherapy-based radiation therapy workflow by failure mode and effects analysis
RT Jones, L Handsfield, PW Read, DD Wilson… - Practical Radiation …, 2015 - Elsevier
… In this study, we evaluate the safety and feasibility of the STAT RAD workflow. … the STAT
RAD workflow, present the results of our evaluation, and highlight the changes to the STAT RAD …
RAD workflow, present the results of our evaluation, and highlight the changes to the STAT RAD …
Transforming GPP Estimation in Terrestrial Ecosystems using Remote Sensing and Transformers
Y Zheng, R Rad - 2024 IEEE Conference on Artificial …, 2024 - ieeexplore.ieee.org
Gross Primary Productivity (GPP) is a critical measure of carbon uptake by terrestrial vegetation,
essential for understanding the global carbon cycle and developing climate mitigation …
essential for understanding the global carbon cycle and developing climate mitigation …
Engineering the S-Layer of Caulobacter crescentus as a Foundation for Stable, High-Density, 2D Living Materials
Materials synthesized by organisms, such as bones and wood, combine the ability to self-repair
with remarkable mechanical properties. This multifunctionality arises from the presence …
with remarkable mechanical properties. This multifunctionality arises from the presence …
Underpinning the Development of Seaweed Biotechnology: Cryopreservation of Brown Algae (Saccharina latissima) Gametophytes
Sugar kelp (Saccharina latissima) is an economically important species, and natural populations
provide diverse and productive habitats as well as important ecosystem services. For …
provide diverse and productive habitats as well as important ecosystem services. For …
Engineering high-yield biopolymer secretion creates an extracellular protein matrix for living materials
The bacterial extracellular matrix forms autonomously, giving rise to complex material
properties and multicellular behaviors. Synthetic matrix analogues can replicate these functions …
properties and multicellular behaviors. Synthetic matrix analogues can replicate these functions …