Quantitative Methods Courses

ICTP Mathematics

F-Singularities - Applications of Characteristic P Methods to Singularity Theory

Explore applications of characteristic p methods in singularity theory, focusing on F-singularities and their implications for algebraic geometry and commutative algebra.

• YouTube
• 54 minutes
• On-Demand
• Free Video

ICTP Mathematics

F-Singularities - Applications of Characteristic P Methods to Singularity Theory

Explore applications of characteristic p methods in singularity theory, focusing on F-singularities and their implications in algebraic geometry and commutative algebra.

• YouTube
• 56 minutes
• On-Demand
• Free Video

ICTP Mathematics

F-Singularities — Applications of Characteristic P Methods to Singularity Theory

Explore applications of characteristic p methods in singularity theory, focusing on F-singularities and their role in commutative algebra and algebraic geometry.

• YouTube
• 1 hour
• On-Demand
• Free Video

Black Hat

Variations in Exploit Methods Between Linux and Windows

Explore differences in exploit techniques between Linux and Windows systems, enhancing understanding of vulnerabilities and security measures across platforms.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Conference Talk

From Strong to Stronger: Phishing Resistant Authentication Methods - BRK244

Explore phishing-resistant authentication methods like FIDO2 and Windows Hello, their inner workings, deployment strategies, and benefits over traditional MFA for enhanced security and user protection.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Numerical Methods for Scattering and Resonance Properties in Molecules and Solids

Explore numerical methods for discretizing continuum states in electronic structure, addressing scattering, photo-ionization, and resonances. Learn efficient computational techniques with applications in condensed matter physics and chemistry.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Stochastic Vector Methods for Extended Systems - IPAM at UCLA

Explore stochastic vector approaches for electronic structure in condensed matter systems, reducing complexity and enhancing efficiency in computational quantum mechanics.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Field Theory Methods for Multiscale Description of Quantum Systems - IPAM at UCLA

Explore quantum field theory's role in multiscale phenomena, from fundamental interactions to condensed matter physics and biology. Learn about inequivalent Hilbert space representations and their applications.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Introduction to Classical and Quantum Monte Carlo Methods for Many-Body Systems

Explore classical and quantum Monte Carlo methods for many-body systems, including Metropolis algorithms, Feynman's path integral formalism, and projector Monte Carlo techniques for fermion systems.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Towards a Theory of Non-commutative Optimization - Geodesic First and Second Order Methods for Moment Maps and Polytopes

Explore non-commutative optimization theory for geodesically convex problems, unifying diverse applications in computer science, mathematics, and physics through innovative first and second-order methods.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Low Rank Tensor Methods in High Dimensional Data Analysis

Explore low rank tensor methods for analyzing high-dimensional data in various fields. Learn about recent progress, challenges, and applications in extracting information from multilinear arrays.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Computational Methods for Mean-Field Games

Explore computational methods for mean-field game systems, including finite-difference, convex optimization, Lagrangian, and machine-learning techniques for solving high-dimensional Hamilton-Jacobi PDEs.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Quantitative Stability in Geometric and Functional Inequalities - IPAM at UCLA

Explore geometric and functional inequalities in analysis and geometry, focusing on their validity and minimizer structures. Gain insights into recent developments in this fascinating field.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Strategies for Quantitative Imaging and Reconstruction from High Speed-Low Dose Data

Explore quantitative imaging techniques using AI/ML for analyzing large datasets of electron microscopy images, focusing on defect mapping in graphene and industrial catalyst studies.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Variational Methods for Computational Microscopy - IPAM at UCLA

Explore variational methods for computational microscopy with Stanley Osher, covering advanced techniques and applications in image processing and analysis.

• YouTube
• 40 minutes
• On-Demand
• Free Video