
IS023A Data-driven multiscale modelling and machine learning for biomedical, physical, engineering, and social coupled systems I
Main Organizer: Prof. Roderick Melnik ( MS2Discovery, Wilfrid Laurier University , Canada )
Chaired by:
Prof. Roderick Melnik (MS2Discovery, Wilfrid Laurier University , Canada) , Dr. Hina Shaheen (University of Manitoba , Canada)
Prof. Roderick Melnik (MS2Discovery, Wilfrid Laurier University , Canada) , Dr. Hina Shaheen (University of Manitoba , Canada)
Scheduled presentations:
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Keynote
Sparsity-promoting dictionary learning algorithms based on hierarchical Bayesian models
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Coupled Learning of Populational Inverse Problems and Physics-Informed Neural Operators
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Multiscale Modelling with Data-Driven Brain Networks: Misfolded Proteins and Astrocytic Clearance in Alzheimer’s Disease
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Geometric Control over Machine Learning Models for Visual Anomaly Detection
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ACBICI: Enhancing Bayesian Calibration for Computationally Intensive and Uncertain Systems