Research Methods Courses

Institute for Pure & Applied Mathematics (IPAM)

Peridynamic Fracture Across Scales - Large Scale Computations With Fast Methods

Explore peridynamic modeling for fracture and damage across scales, enabling large-scale computations with fast convolution-based methods. Learn about new approaches to simulating dynamic fracture and corrosion damage.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

AI Inroads in Imaging Sciences for Materials Research - IPAM at UCLA

Explore deep learning applications in materials research, focusing on convolutional neural networks for transmission electron microscopy and tomographic imaging advancements.

• YouTube
• 48 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Camunda

Pharma Research Automation by Connecting Researchers with Robots and Systems

Automating pharma research processes using business process modeling to integrate researchers, robots, and systems, enhancing efficiency and standardization in drug discovery and development.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

BSidesLV

Grappling Hooks on the Ivory Tower - This Year in Practical Academic Research

Explore practical applications of academic research in cybersecurity, including experiment testing, paper analysis, and interdisciplinary approaches. Learn to leverage academic tools for real-world problem-solving.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

BSidesLV

Calling All Researchers - A Discussion on Building a Security Research Framework

Explore strategies for developing a robust security research framework, enhancing methodologies and fostering collaboration within the cybersecurity community.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

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
• Self-Paced
• Conference Talk

media.ccc.de

Publish Your Research! - Warum öffentlich finanzierte Forschung nicht veröffentlicht wird

Erläutert Hindernisse für Wissenschaftler bei der Veröffentlichung von Forschungsdaten und -code sowie Lösungsansätze des DLR zur Förderung von Open Science und Open Data.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk