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Related lectures (30)
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Exponential Family: Definition and Properties
Covers the Exponential Family, including its definition, sufficient statistics, and distribution properties.
Dose Management in Electron Microscopy
Explores the challenges and solutions for managing electron dose in microscopy, emphasizing the importance of accurate dose tracking and analysis.
Cartesian Product and Induction
Introduces Cartesian product and induction for proofs using integers and sets.
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Context Setting
Discusses the modeling of elementary processes in a product system.
Coordinate Systems: Applications and Transformations
Explores coordinate systems, including polar and curvilinear coordinates, and their transformations.
Functions: Definitions and Notations
Covers the generalities of functions, including the definition of an application between sets and the uniqueness of elements in the image set.
Differential Equations: Speed Variation Analysis
Covers the analysis of speed variation using differential equations and small time intervals.
Sparsest Cut: ARV Theorem
Covers the proof of the Bourgain's ARV Theorem, focusing on the finite set of points in a semi-metric space and the application of the ARV algorithm to find the sparsest cut in a graph.
Physics-guided NMF for STEM/EDXS Data Analysis
Explores Physics-guided NMF for STEM/EDXS data analysis, covering challenges, optimization, constraints, and advantages of the modelization.
