Character Design Courses

Simons Institute

Deep Learning in Structural Biology and Protein Design - How, Where, and Why

Explore deep learning applications in structural biology and protein design, focusing on AlphaFold2 and emerging methods for visualizing proteins and creating novel ones for therapeutic use.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Simons Institute

Learning One-Hidden-Layer Neural Networks with Landscape Design

Explore optimization techniques for one-hidden-layer neural networks, focusing on landscape design and new objective functions to overcome traditional training challenges.

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

Simons Institute

Computationally Tractable and Near Optimal Design of Experiments

Explore near-optimal experimental design strategies that balance computational efficiency with statistical power, enhancing machine learning outcomes in complex systems.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Simons Institute

Embedding as a Tool for Algorithm Design

Explore embedding algorithms for structured data prediction, combinatorial optimization, and dynamic network processes. Learn innovative approaches to algorithm design using latent variable models and mean field techniques.

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

APS Physics

The Design and Growth of Ultra-Stable Glasses

Explores physical vapor deposition for creating ultra-stable glasses with controlled molecular packing, discussing dense structures, anisotropic ordering, and applications in organic electronics.

• YouTube
• 38 minutes
• On-Demand
• Conference Talk

Oracle

Collaborative Approach for Design-Build Success in Construction Projects

Explore how Oracle Aconex facilitates seamless collaboration in complex design-build projects, ensuring efficient management of simultaneous design and construction processes.

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

International Mathematical Union

Character Estimates for Finite Simple Groups and Applications

Explore character estimates for finite simple groups and their applications in various mathematical problems, including mixing times, Waring's Problem, and conjectures by Ore and Thompson.

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

International Mathematical Union

Learning Theoretic Foundations of Data-Driven Algorithm Design

Explore machine learning techniques for data-driven algorithm design, focusing on combinatorial problems and online optimization. Learn to adapt algorithms to specific domains for improved performance.

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

QuantumTopology

Quantum Cluster Algebras and Character Varieties of SL-2, R-Monodromy Problem

Explore quantum cluster algebras, character varieties, and SL(2,R)-monodromy problems through shear coordinates, local kernels, and quantum flips on Riemann surfaces.

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

Hausdorff Center for Mathematics

Mathematics of Signal Design for Communication Systems and Szemerédi’s and Green-Tao’s Theorems

Explore signal design for communication systems, focusing on orthogonal transmission schemes and their dynamics. Delve into mathematical connections with functional analysis and additive combinatorics.

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

Cyber Mentor

Cracking a 19 Character Password

Debunks password misconceptions and provides practical tips for creating stronger, more secure passwords to protect your online accounts and personal information.

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

Fields Institute

Character Varieties of Random Groups

Explore character varieties of random groups, including representation spaces, faithful representations, and hyperbolic groups. Delve into surface groups, random presentations, and boundary limits.

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

Fields Institute

Geometric Deformation of Virtual Character Animation Using Cascaded Spacetime Constraints

Explore geometric deformation techniques for virtual character animation using cascaded spacetime constraints, focusing on motion adaptation and spatiotemporal graph representation.

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

International Centre for Theoretical Sciences

Mirror Symmetry for Character Varieties and Field Theory by Sergey Galkin

Explore mirror symmetry for character varieties, using threespace mirrors to construct SU(2) character variety mirrors on Riemann surfaces, with applications in topological field theory and random walks.

• YouTube
• 3 hours 12 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Topological Data Analysis Based Machine Learning Models for Drug Design

Explores TDA-based models for effective molecular representation in drug design, combining persistent homology, spectral models, and Ricci curvature with machine learning for improved performance.

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