Skip to main content
Graph
Search
fr
en
Login
Search
All
Categories
Concepts
Courses
Lectures
MOOCs
People
Quizes
Exercises
Publications
Startups
Units
Show all results for
Home
Lecture
Scientific Machine Learning: Introduction to Spin Glass Models
Graph Chatbot
Related lectures (61)
Dipole-Dipole Interaction
Log in to Mediaspace to watch this video
Discusses the dipole-dipole interaction in materials and its impact on exchange interactions at typical distances of 2-3 Å.
Magnetic Properties of Materials
Log in to Mediaspace to watch this video
Explores magnetic and electrical properties, atomic diffusion, and thermal characteristics of materials.
Dynamic Programming: Knapsack
Log in to Mediaspace to watch this video
Explores dynamic programming for the Knapsack problem, discussing strategies, algorithms, NP-hardness, and time complexity analysis.
Growth rate and uniform convergence
Log in to Mediaspace to watch this video
Explores growth rate, uniform convergence, PAC learning, and distribution learning challenges.
Quantum and nanocomputing
Log in to Mediaspace to watch this video
Covers quantum and nanocomputing, discussing quantum algorithms, nanoscale devices, and computational complexity.
Magnetic Moments and Motors
Log in to Mediaspace to watch this video
Explores current loops, magnetic dipoles, motors, and galvanometers, demonstrating the interaction between magnetic fields and current-carrying wires.
Introduction to Algorithms
Log in to Mediaspace to watch this video
Covers the concept of algorithms, loop invariants, and examples of algorithmic problem-solving.
Scientific Machine Learning: Applications and Algorithms
Log in to Mediaspace to watch this video
Explores scientific machine learning applications, challenges with sparse data, and physics-inspired algorithms to improve spectral methods.
Binary Alloy Systems: Al-Cu Phase Structures
Log in to Mediaspace to watch this video
Covers the Al-Cu binary alloy system, focusing on phase diagrams and solidification processes.
Phase Diagrams: Equilibrium and Transformations
Log in to Mediaspace to watch this video
Explores phase diagrams, transformations, nucleation, growth, diffusion, and solidification in alloys.
Bias-Variance Tradeoff in Machine Learning
Log in to Mediaspace to watch this video
Explores the Bias-Variance tradeoff in machine learning, emphasizing the balance between bias and variance in model predictions.
Integer Program Formulation
Log in to Mediaspace to watch this video
Covers the process of formulating integer programs and improving solutions.
Binary Spiked Matrix Estimation
Log in to Mediaspace to watch this video
Explores binary spiked matrix estimation, analyzing consistent equations and Bayesian estimators.
Linear Algebra Complexity
Log in to Mediaspace to watch this video
Explores the complexity of linear algebra operations and optimization methods, including Gaussian elimination and the simplex method.
Maxwell's Equations: Evaluating Magnetic Fields from Magnetization
Log in to Mediaspace to watch this video
Covers the use of Maxwell's equations to evaluate magnetic fields from magnetization in materials.
Career Reflections: Lessons from a Decade in Industry
Log in to Mediaspace to watch this video
Shares insights from a decade in the tech industry, focusing on career lessons and future predictions influenced by AI and evolving work environments.
Machine Learning at the Atomic Scale
Log in to Mediaspace to watch this video
Explores simple models, electronic structure evaluation, and machine learning at the atomic scale.
Gigahertz Spectroscopy Update
Log in to Mediaspace to watch this video
Offers an update on gigahertz spectroscopy, including recent publications and project progress.
Euclidean Algorithm: GCD Calculation
Log in to Mediaspace to watch this video
Covers the Euclidean algorithm for GCD calculation and algorithmic complexity analysis.
Biological Subtyping in Psychiatry: Hope, Controversy, and A New Method
Log in to Mediaspace to watch this video
Delves into the advancements in biological subtyping in psychiatry, focusing on major depressive disorder and autism spectrum disorder.
Previous
Page 3 of 4
Next