Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Physical Sciences

Showing: 11 courses
Institute for Pure & Applied Mathematics (IPAM)

Principal Components along Quiver Representations

0 rewiews
Explore principal components in quiver representations, a generalization of multi-indexed data tensors, and their applications in optimization and data analysis.
Add to list
9 Lesons
34 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Beyond Lazy Training for Over-parameterized Tensor Decomposition

0 rewiews
Explore tensor decomposition in over-parameterized settings, analyzing gradient descent variants and their performance beyond lazy training regimes for improved optimization in neural networks.
Add to list
15 Lesons
29 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Strictly-Correlated Electron Functional and Multimarginal Optimal Transport

0 rewiews
Explore convex optimization methods for multi-marginal transport problems in density functional theory, including relaxation techniques and rounding schemes for energy bounds.
Add to list
11 Lesons
29 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Hyper-Optimized Tensor Network Contraction - Simplifications, Applications and Approximations

0 rewiews
Explore tensor network contraction optimization through hyper-graph partitioning, simplifications, and approximations, with applications in quantum circuit simulation and beyond.
Add to list
19 Lesons
33 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Low Rank Tensor Completion

0 rewiews
Explore low-rank tensor completion methods for recovering tensors from partial observations, including matrix composition, multilinear ranks, and approaches for initialization and recovery.
Add to list
13 Lesons
32 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Multigrid in Hierarchical Low Rank Tensor Formats

0 rewiews
Explore hierarchical low rank tensor formats and multigrid methods for solving high-dimensional systems, with focus on convergence analysis and practical applications in scientific computing.
Add to list
11 Lesons
29 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Tensor Decompositions and Their Applications

0 rewiews
Explore advanced tensor decomposition techniques and their applications in latent variable models, phylogenetics, mixture models, and orbit retrieval with MIT's Ankur Moitra.
Add to list
1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Tensor Decompositions and Their Applications

0 rewiews
Explore tensor decompositions and their applications in latent variable models, focusing on Jennrich's algorithm and its use in various fields like phylogenetics and mixture models.
Add to list
1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Learning Diagonal Gaussian Mixture Models and Incomplete Tensor Decompositions

0 rewiews
Explore parameter learning in diagonal Gaussian mixture models through incomplete symmetric tensor decompositions, with applications in tensor approximation and stability analysis.
Add to list
1 Lesons
29 minutes
On-Demand
Free-Video
Alan Turing Institute

HypoSVI- Earthquake Hypocentre Inversion With Stein Variational Inference and Physics Informed Neural Networks

0 rewiews
Explore physics-informed deep learning for environmental sciences, covering PINNs for Eikonal equations, probabilistic inversion for earthquake location, and neural operators for in-ice navigation.
Add to list
1 Lesons
50 minutes
On-Demand
Free-Video
physicsteachers

From Bits to Atoms - Turning Information into Things and Things into Information

0 rewiews
Explore the convergence of computer science and physical science, examining how information becomes tangible and objects transform into data, revolutionizing manufacturing and design.
Add to list
1 Lesons
43 minutes
On-Demand
Free-Video