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 …

Wildfire spread prediction in north america using satellite imagery and vision transformer

BS Li, R Rad - 2024 IEEE Conference on Artificial Intelligence …, 2024 - ieeexplore.ieee.org
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 …

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 …

Glosofarid: Global multispectral dataset for solar farm identification in satellite imagery

Z Yang, R Rad - arXiv preprint arXiv:2404.05180, 2024 - arxiv.org
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 …

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 …

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

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 …

Engineering the S-Layer of Caulobacter crescentus as a Foundation for Stable, High-Density, 2D Living Materials

…, B Rad, BE Cohen, PD Ashby, KR Ryan… - ACS synthetic …, 2018 - ACS Publications
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 …

Underpinning the Development of Seaweed Biotechnology: Cryopreservation of Brown Algae (Saccharina latissima) Gametophytes

…, GM Nylund, H Pavia, MJ Ryan… - Biopreservation and …, 2019 - liebertpub.com
Sugar kelp (Saccharina latissima) is an economically important species, and natural populations
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

…, D Li, S Molinari, KR Ryan, PD Ashby, B Rad… - Msystems, 2021 - journals.asm.org
The bacterial extracellular matrix forms autonomously, giving rise to complex material
properties and multicellular behaviors. Synthetic matrix analogues can replicate these functions …