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Mohannad Elhamod
Mohannad Elhamod
PhD in Computer Science
Verified email at vt.edu - Homepage
Title
Cited by
Cited by
Year
Automated real-time detection of potentially suspicious behavior in public transport areas
M Elhamod, MD Levine
IEEE Transactions on Intelligent Transportation Systems 14 (2), 688-699, 2012
872012
CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems
M Elhamod, J Bu, C Singh, M Redell, A Ghosh, V Podolskiy, WC Lee, ...
ACM Transactions on Intelligent Systems and Technology 13 (6), 1-23, 2022
352022
Real-time semantics-based detection of suspicious activities in public spaces
M Elhamod, MD Levine
2012 Ninth Conference on Computer and Robot Vision, 268-275, 2012
172012
Biodiversity image quality metadata augments convolutional neural network classification of fish species
J Leipzig, Y Bakis, X Wang, M Elhamod, K Diamond, W Dahdul, ...
Research Conference on Metadata and Semantics Research, 3-12, 2020
92020
Physics‐Informed Machine Learning for Optical Modes in Composites
A Ghosh, M Elhamod, J Bu, WC Lee, A Karpatne, VA Podolskiy
Advanced Photonics Research 3 (11), 2200073, 2022
42022
Hierarchy‐guided neural network for species classification
M Elhamod, KM Diamond, AM Maga, Y Bakis, HL Bart Jr, P Mabee, ...
Methods in Ecology and Evolution 13 (3), 642-652, 2022
42022
Real-time automated annotation of surveillance scenes
M Elhamod
McGill University (Canada), 2012
42012
Learning neural networks with competing physics objectives: An application in quantum mechanics
J Bu, M Elhamod, C Singh, M Redell, WC Lee, A Karpatne
arXiv e-prints, arXiv: 2007.01420, 2020
32020
Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks
M Elhamod, M Khurana, HB Manogaran, JC Uyeda, MA Balk, W Dahdul, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
12023
Neuro-Visualizer: An Auto-encoder-based Loss Landscape Visualization Method
M Elhamod, A Karpatne
arXiv preprint arXiv:2309.14601, 2023
2023
Understanding The Effects of Incorporating Scientific Knowledge on Neural Network Outputs and Loss Landscapes
M Elhamod
Virginia Tech, 2023
2023
Science-informed machine-learning for optical composites (Conference Presentation)
VA Podolskiy, A Ghosh, M Elhamod, J Bu, WC Lee, A Karpatne
Metamaterials, Metadevices, and Metasystems 2022, PC121950Y, 2022
2022
Physics-guided machine learning for Maxwell's equations
A Ghosh, M Elhamod, J Bu, WC Lee, A Karpatne, VA Podolskiy
Metamaterials, Metadevices, and Metasystems 2021 11795, 117952H, 2021
2021
Biology-guided neural network for species classification
M Elhamod, MA Maruf, PK Mandke, A Karpatne
INTEGRATIVE AND COMPARATIVE BIOLOGY 61, E228-E229, 2021
2021
Biology-guided neural network for fish trait discovery
MA Maruf, M Elhamod, PK Mandke, A Karpatne
INTEGRATIVE AND COMPARATIVE BIOLOGY 61, E577-E578, 2021
2021
Unlocking quantum critical phenomena with physics guided artificial intelligence
C Singh, M Redell, M Elhamod, J Bu, WC Lee, A Karpatne
Bulletin of the American Physical Society 65, 2020
2020
Augmenting machine learning algorithms with the addition of a physics based intelligence prior
C Singh, M Redell, M Elhamod, J Bu, A Karpatne, WC Lee
Bulletin of the American Physical Society 65, 2020
2020
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