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Path Integral Quantum Mechanics
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Gaussian Path Integrals: Composition Property
Explores wave packet evolution, path integrals, and Gaussian composition properties in quantum mechanics.
Path Integral and Gaussian Integrals
Covers the path integral representation of the propagator and Gaussian integrals in complex and multi-dimensional cases.
Principles of Quantum Mechanics: Wave-Particle Dualism
Explores the wave-particle dualism in quantum mechanics and the quantification of energy levels in atoms.
Quantum Field Theory: Fermions and Grassmann Numbers
Explores quantum field theory, focusing on fermions and Grassmann numbers in the path integral formalism.
Digital Signal Processing: Theory
Covers the theory of digital signal processing, including sampling, transformation methods, digitization, and PID controllers.
Quantum Chemistry: Fundamentals of Quantum Mechanics
Covers the fundamentals of quantum mechanics and the behavior of particles at the quantum level.
Generative Models: Self-Attention and Transformers
Covers generative models with a focus on self-attention and transformers, discussing sampling methods and empirical means.
Path Integral Methods: Advanced Techniques
Explores advanced path integral methods in computational science, covering efficient sampling, colored noise, high-order integrals, and quantum thermostats.
Efficient Stochastic Numerical Methods
Explores efficient stochastic numerical methods for modeling and learning, covering topics like the Analytical Engine and kinase inhibitors.
Quantum Physics IV: Path Integral
Covers the concept of path integral in quantum physics, focusing on phase space path integral and real space path integral.
