Tensorial Properties in Scientific Machine Learning

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Related lectures (39)

Dielectrics and Capacitors

Explores Gauss's law with dielectrics, ideal capacitors, and screening of charges.

Dielectrics and Capacitors

Explores dielectrics, capacitors, electric energy, force, and resistivity in materials.

Dielectric Properties: Insulators and Capacitors

Explores the breakdown of insulating materials under high electric fields and the formation of capacitors with dielectrics.

Dielectrics and Capacitors

Discusses dielectric materials' response to electric fields and capacitor calculations.

Advanced Optics: Dielectric Media

Explores electromagnetic waves in dielectric media, including linear, isotropic, and anisotropic behavior, as well as the nonlinear characteristics of polarization.

Polarization Methods

Explores linear polarization generation, birefringence, dichroism, and crystal classification.

Index ellipsoid: wave equation and dispersion relation

Explores the wave equation, dispersion relation, index ellipsoid, and energy conservation in dielectric media.

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Electric Field of Dipole Moment Log in to Mediaspace to watch this video

Explores the electric field of a dipole moment and the concept of bound charges in a dielectric.

Maxwell's Equations in Polarized Matter: Lorentz Transformation Log in to Mediaspace to watch this video

Explores Maxwell's equations in polarized matter and fields transformation under different frames.

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Capacitance and Dielectrics: Bound charges and Dielectric Constant Log in to Mediaspace to watch this video

Explores bound charges, macroscopic polarization, dielectric screening, and relative permittivity in various materials.

Electric Dipole in Fields Log in to Mediaspace to watch this video

Explores electric dipole behavior in fields, alignment, potential energy, dielectric insulators, metallic planes, and field screening.

Electric Displacement Vector and Gauss's Law Log in to Mediaspace to watch this video

Explains surface charge density, polarization vector, and electric displacement vector in dielectrics.

Electromagnetic Fields in Medium Log in to Mediaspace to watch this video

Explores the macroscopic Maxwell equations and the origin of electric permittivity in dielectrics.

Capacitance and Dielectrics: Fundamentals Log in to Mediaspace to watch this video

Covers the fundamental concepts of capacitance, dielectrics, and polarization mechanisms in materials.

E-M Waves Interacting with Matter Log in to Mediaspace to watch this video

Explores the interaction of electromagnetic waves with matter, including polarization and electric susceptibility.

General Notions of Optical Activity and Birefringence Log in to Mediaspace to watch this video

Explores optical activity, birefringence, polarization of light, and liquid crystal displays.

Optical Methods in Chemistry: Materials Properties and Applications Log in to Mediaspace to watch this video

Explores optical methods in chemistry, focusing on materials properties and applications, including non-linear optics and self-focusing phenomena.

Lithium Niobate and Lithium Tantalate Log in to Mediaspace to watch this video

Covers the main facts about Lithium Niobate and Lithium Tantalate, including their properties, crystal growth, and acoustic wave characteristics.

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