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Related lectures (20)
AI4Science at Microsoft: Catalyst Design & Material Discovery
Explores AI4Science at Microsoft, focusing on catalyst design, reaction mechanisms, and material discovery using Clifford algebra.
Tensor Products and Symmetric Power
Covers tensor products, symmetric power, and exterior power of vector spaces, including properties and applications.
Kalman Filter: Time Series
Covers structural modeling, state space models, and the Kalman filter in time series analysis.
Thermal Bridge Analysis: Materials and Conditions
Explores thermal bridge analysis, material properties, and boundary conditions for building insulation.
Linearly Dependent Vectors
Explores linearly dependent vectors in three-dimensional space and their impact on forming a basis.
Steam Turbine Efficiency & Design
Explores steam turbine efficiency, design parameters, and off-design characteristics, emphasizing the impact of operating conditions and system components.
Electron Diffraction: Basics & Applications
Explores electron diffraction basics, including Bragg's law, reciprocal lattice, and applications like crystal phase discrimination.
Structural Modelling and the Kalman Filter: Time Series
Explores structural modelling in time series and introduces the Kalman filter for prediction and estimation.
Schur's Lemma and Representations
Explores Schur's lemma and its applications in representations of an associative algebra over an algebraically closed field.
Phase Portrait and Non-linear Systems
Covers phase portraits, eigenvalue decomposition, Jordan decomposition, and stable nodes in non-linear systems.