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#Monte Carlo Methods

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The Julia Programming Language

RayTraceHeatTransfer.jl: 2D Enclosure Radiative Heat Transfer - JuliaCon 2024

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Explore radiative heat transfer in 2D enclosures using RayTraceHeatTransfer.jl. Master Monte Carlo ray tracing, Exchange Factor matrices, and the Zonal Method for efficient problem-solving in high-temperature environments and engineering applications.
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1 Lesons
12 minutes
On-Demand
Free-Video
Alan Turing Institute

A Probabilistic Approach for Situation Awareness and Forecasting of COVID-19 in Norway

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Explore a probabilistic model for regional COVID-19 transmission using mobile data and epidemiological time series, with insights on its practical application in Norway's pandemic management.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

ME3255 - Data Science and Monte Carlo - Homework 02

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Explore data science and Monte Carlo methods in engineering applications. Learn practical techniques for analyzing complex systems and making data-driven decisions.
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1 Lesons
43 minutes
On-Demand
Free-Video
Alan Turing Institute

Deep Learning Volatility - Blanka Horvath, Kings College London

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Explore deep learning for option pricing and calibration, including neural network perspectives, rough volatility, and model recognition in financial mathematics.
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9 Lesons
26 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

The Power of Sampling by Peter W. Glynn

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Explore sampling methods in statistics, computation, and engineering. Learn about their history, applications, and advantages in overcoming dimensional challenges and creating scalable algorithms.
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45 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Solving High Dimensional HJ Equations Using Generalized Hopf-Lax Formulas vs Using Machine Learning

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Explore advanced techniques for solving high-dimensional Hamilton-Jacobi equations, comparing generalized Hopf-Lax formulas with machine learning approaches in control and differential games.
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22 Lesons
39 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Uncertainty Quantification for Kinetic Equations I

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Overview of uncertainty quantification for kinetic equations, covering Monte Carlo methods, multi-fidelity techniques, and stochastic Galerkin particle methods. Explores computational challenges and recent advancements in the field.
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13 Lesons
1 hour 4 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Mean-Field Games Stochastic Differential Mean-Field Games by Kavita Ramanan

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Explore stochastic differential mean-field games in this advanced lecture, delving into mathematical models for large-scale strategic interactions and their applications in various complex systems.
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1 Lesons
56 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Modified Logarithmic Sobolev Inequalities - Theory

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Explore modified logarithmic Sobolev inequalities in this theoretical lecture by Prasad Tetali, part of a program on advances in applied probability covering high-dimensional computation and limit theorems.
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1 Lesons
1 hour
On-Demand
Free-Video
Applied Algebraic Topology Network

Exchanging Replicas with Unequal Cost, Infinitely and Permanently

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Innovative replica exchange method for parallel simulations with varying computational costs, enhancing efficiency in Monte Carlo algorithms and path sampling techniques.
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1 Lesons
36 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

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

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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.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Uncertainty Quantification for Kinetic Equations II

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Explore uncertainty quantification for kinetic equations, focusing on Monte Carlo methods, multi-fidelity approaches, and stochastic Galerkin particle techniques to address high-dimensional challenges.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Statistics for Data Analysis with Exercises - Lecture 3

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Explore advanced statistical methods for data analysis in high-energy physics, focusing on practical applications and exercises to enhance understanding and skills in this specialized field.
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1 Lesons
1 hour 48 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Speeding up Langevin Dynamics by Mixing

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Explore a method to accelerate Langevin dynamics using mixing drift, improving convergence to stationary distribution in polynomial time for systems with multiple local minima.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Generation of Stochastic Trajectories - Applications to Complex Systems

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Explore stochastic trajectory generation and its applications in complex systems, focusing on interdisciplinary physics concepts and advanced modeling techniques.
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1 Lesons
53 minutes
On-Demand
Free-Video
Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 2

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Explore advanced statistical techniques for particle physics data analysis, focusing on hypothesis testing, confidence intervals, and likelihood methods in experimental research.
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1 Lesons
2 hours
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Monte Carlo Guided Diffusion for Bayesian Linear Inverse Problems

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Explore Monte Carlo guided diffusion techniques for solving Bayesian linear inverse problems in this advanced mathematical presentation by Sylvain Le Corff.
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1 Lesons
37 minutes
On-Demand
Free-Video
Codeynamics

Integration by Monte Carlo Method Using Python in Jupyter Notebook

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Explore Monte Carlo integration using Python in Jupyter Notebook. Learn to apply this powerful numerical technique for solving complex integrals.
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1 Lesons
11 minutes
On-Demand
Free-Video
Dot Physics

Calculate the Flux Through the Surface of a Wedge - Two Methods

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Learn to calculate flux through a wedge surface using traditional integration and Python-based random number methods, enhancing your vector calculus and computational skills.
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1 Lesons
21 minutes
On-Demand
Free-Video
Dot Physics

Deriving the Volume of a Sphere

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Explore the mathematical derivation of a sphere's volume and learn a bonus Monte Carlo calculation method using Python code.
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1 Lesons
12 minutes
On-Demand
Free-Video
Institut Henri Poincaré

A New Method to Simulate Point Processes

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Explore an innovative approach for simulating point processes, enhancing understanding of stochastic modeling techniques.
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1 Lesons
19 minutes
On-Demand
Free-Video
Probabilistic AI School

Monte Carlo Methods

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Explore Monte Carlo methods for probabilistic AI, covering key concepts and applications in this comprehensive tutorial from ProbAI 2024.
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1 Lesons
2 hours 26 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

Monte Carlo Models for Pi Calculation and Buckling Structures - Lecture

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Explore Monte Carlo methods for estimating pi and analyzing structural buckling, covering random number generation and statistical analysis techniques.
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15 Lesons
30 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

Monte Carlo Methods for NYSE Stock Predictions - ME3255

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Explore Monte Carlo methods for predicting NYSE stock movements. Learn statistical techniques to analyze market trends and make informed investment decisions.
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1 Lesons
23 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

ME3255 - Quantitative Descriptions on Monte Carlo Models

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Explore Monte Carlo models through quantitative descriptions, enhancing understanding of statistical simulation techniques and their applications in engineering and science.
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1 Lesons
25 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

ME3255 - Moore's Law and Monte Carlo Methods

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Explore Moore's law and Monte Carlo methods in computational mechanics, gaining insights into technological advancements and simulation techniques for engineering applications.
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1 Lesons
34 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

ME3255 - Building Moore's Prediction and Using Monte Carlo Buckling Analysis

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Explore Moore's prediction and Monte Carlo buckling analysis techniques for advanced engineering applications. Enhance structural design skills.
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1 Lesons
28 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Effect of the Optical Response of Nanostructured Materials - Victoria Esteso Carrizo

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Explores nanostructured materials' optical response and its impact on Casimir-Lifshitz force, covering multilayer structures, absorption, and interference effects in quantum electrodynamics.
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10 Lesons
43 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

Post Processing and Mock Observations - Shane Davis, Philipp Moesta

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Explore post-processing techniques and mock observations for binary systems, focusing on circumbinary gas evolution, observational signatures, and numerical modeling advancements.
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23 Lesons
52 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

An Introduction to Lattice Quantum Chromodynamics by Nilmani Mathur

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Comprehensive introduction to Lattice QCD, covering theoretical foundations, computational methods, and applications in particle physics, nuclear physics, and cosmology. Explores current challenges and future directions.
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45 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Taming the Dynamical Sign Problem in Diagrammatic Algorithms for Open Quantum Systems

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Explore diagrammatic algorithms for open quantum systems, focusing on balancing dynamical sign problems and error amplification in numerical integration through partial resummation techniques.
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27 Lesons
50 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Randomized Methods for Quantum Many-Body Problems - A Mathematical Primer

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Explore randomized methods for quantum many-body problems, focusing on Monte Carlo techniques to approximate ground and excited states in large systems. Learn about VMC and FCIQMC algorithms.
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13 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Monte Carlo and Machine Learning Approaches in Quantum Mechanics - IPAM at UCLA

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Explore Monte Carlo and machine learning techniques in quantum mechanics with Andrea Tirelli, covering advanced computational methods for solving complex quantum systems.
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1 Lesons
48 minutes
On-Demand
Free-Video
AGU

Modeling Explosive Eruption Dynamics and Hazards - Achievements and Future Challenges

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Explores advancements in volcanic eruption modeling, highlighting contributions to understanding dynamics and forecasting hazards. Discusses various modeling approaches and their applications in risk assessment.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Application of Particle Filters on Data Assimilation

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Explore particle filters in data assimilation, a powerful technique for integrating observations and forecasts to estimate atmospheric states and uncertainties in weather and climate modeling.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 3

0 rewiews
Explore advanced statistical techniques for analyzing particle physics data, focusing on hypothesis testing, confidence intervals, and likelihood methods in experimental research.
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1 Lesons
2 hours 3 minutes
On-Demand
Free-Video
IPhT-TV

Computational Quantum Many-Body Physics: A Few Highlights

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Explore computational approaches in quantum many-body physics, focusing on key highlights and advancements in the field.
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1 Lesons
36 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Study of a Simple Equation Describing the Ground-State Energy of a Bose Gas

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Explore the ground-state energy equation of a Bose gas, from its 1963 origins to recent discoveries in 3D Monte Carlo calculations across all densities.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
MuST Program for Disordered Materials

Introduction to the Cluster Variation Method (CVM) for Alloys

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Explore Kikuchi's cluster variation method for Ising models and alloys, learning entropy approximations and applications to binary and high entropy alloys.
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15 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Dot Physics

Python Physics: Understanding and Calculating Moment of Inertia

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Explore the concept of moment of inertia in physics, using Python to calculate it for a disk through Monte Carlo simulation and plausibility arguments.
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1 Lesons
12 minutes
On-Demand
Free-Video
Manolis Kellis

Protein Folding Algorithms - Lecture 9

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Explore protein folding algorithms, their applications, and computational approaches in structural biology and drug discovery.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Sampling Rare Trajectories in Complex Systems

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Explore advanced techniques for sampling rare trajectories in complex systems, enhancing understanding of critical events and system behavior.
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1 Lesons
22 minutes
On-Demand
Free-Video
Bogolyubov Institute for Theoretical Physics

Симуляція флуктуацій чисельної густини біля критичної точки у системі скінченного розміру із фазовим переходом І роду

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Дослідіть симуляцію флуктуацій густини та критичні явища у фізичних системах скінченного розміру з фазовим переходом першого роду.
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1 Lesons
2 hours 13 minutes
On-Demand
Free-Video
Discover AI

Chain-of-Thought Limitations and Google's SCoRe Method for Language Models

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Discover how Google's SCoRe method revolutionizes language models' self-correction abilities through reinforcement learning, surpassing traditional chain-of-thought approaches in mathematical reasoning and code generation.
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1 Lesons
54 minutes
On-Demand
Free-Video
Discover AI

Monte Carlo and Bayesian Networks for AI Agent Decision Making

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Explore advanced probabilistic frameworks combining Dynamic Bayesian Networks and Monte Carlo methods to enhance AI agent decision-making in complex, high-dimensional environments through practical implementations.
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9 Lesons
32 minutes
On-Demand
Free-Video
Data Science Courses

Deep Learning: Introduction to Reinforcement Learning and Policy Iteration - Lecture 12

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Dive into reinforcement learning fundamentals, exploring policy iteration, value iteration, Markov decision processes, and Monte Carlo estimation techniques for advanced AI applications.
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1 Lesons
1 hour 40 minutes
On-Demand
Free-Video
ACM SIGPLAN

Probabilistic Programming with Programmable Variational Inference

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Explore a modular approach to variational inference in probabilistic programming, enhancing expressiveness and enabling user-defined objectives with systematic gradient estimation transformations.
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1 Lesons
21 minutes
On-Demand
Free-Video
Two Minute Papers

TU Wien Rendering - Metropolis Light Transport

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Explore Metropolis Light Transport, an advanced rendering technique that outperforms Bidirectional Path Tracing in difficult scenes, offering optimal importance sampling and improved convergence for caustics.
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21 Lesons
25 minutes
On-Demand
Free-Video
Two Minute Papers

Rendering - Path Tracing Implementation & Code Walkthrough

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Comprehensive walkthrough of implementing a path tracer in C++, covering key concepts like vector class, object representation, camera setup, sampling, and rendering techniques.
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17 Lesons
23 minutes
On-Demand
Free-Video
Two Minute Papers

TU Wien Rendering - Reinhard's Tone Mapper

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Explore Reinhard's tone mapping algorithm for converting radiance to RGB in rendering, covering both local and global versions used in major renderers.
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9 Lesons
25 minutes
On-Demand
Free-Video
Two Minute Papers

Rendering - Tone Mapping Basics

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Explore tone mapping techniques for converting radiance to RGB in rendering, covering dynamic range, naive and effective mappers, and common misuses.
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7 Lesons
22 minutes
On-Demand
Free-Video
Two Minute Papers

Unbiased and Consistent Algorithm Classes in Photorealistic Rendering - Lecture 31

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Explore photorealistic rendering algorithms, their classifications, and expected behaviors. Learn about biased/unbiased and consistent/inconsistent methods in global illumination.
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1 Lesons
14 minutes
On-Demand
Free-Video
Two Minute Papers

Path Tracing and Next Event Estimation - TU Wien Rendering Lecture 25

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Explore path tracing and next event estimation techniques for solving the rendering equation, enhancing light source handling in computer graphics and 3D visualization.
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1 Lesons
18 minutes
On-Demand
Free-Video
Two Minute Papers

Rendering Equation Properties - TU Wien Rendering Lecture 15

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Exploring the Holy Rendering Equation's properties, including its infinite dimensions and singularities, and discussing approaches to solve this complex problem in computer graphics.
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1 Lesons
14 minutes
On-Demand
Free-Video
Two Minute Papers

TU Wien Rendering - BRDF Models and Depth of Field - Lecture 13

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Explore depth of field effects in rendering, f-stop mechanics, and advanced BRDF models for global illumination. Learn key techniques to enhance realism in computer graphics.
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1 Lesons
14 minutes
On-Demand
Free-Video
Two Minute Papers

BRDF Models and The Rendering Equation - Lecture 3

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Explore BRDF models and the rendering equation, fundamental concepts in computer graphics for characterizing material properties and simulating light transport in virtual environments.
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1 Lesons
18 minutes
On-Demand
Free-Video
Pascal Poupart

Model-Based RL

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Explore model-based reinforcement learning, including complex models, Dyna algorithm, search trees, and Monte Carlo methods for effective planning and decision-making.
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14 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Pascal Poupart

Introduction to RL

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Learn key concepts of reinforcement learning including Markov decision processes, policy optimization, and model-free evaluation through lectures and examples like the inverted pendulum and toy maze.
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14 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Open Data Science

An Intuition-Based Approach to Reinforcement Learning

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Explore an intuition-based approach to reinforcement learning, covering key concepts like exploit vs. explore, Q-tables, and stochastic actions, with practical examples and applications.
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17 Lesons
42 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Methods for Scalable Probabilistic Inference - IPAM at UCLA

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Explore scalable probabilistic inference methods for astrophysics, focusing on Gaussian Processes for time series analysis and open-source tools to accelerate Bayesian inference with large datasets.
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33 Lesons
46 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Advances in Applied Probability II

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Explore cutting-edge research in applied probability, covering statistical learning, high-dimensional computation, Monte Carlo methods, discrete probability, percolation, and empirical methods. Gain insights from leading experts.
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1 Lesons
3 hours 2 minutes
On-Demand
Free-Video
APS Physics

Tensor Networks and Neural Network States - From Chiral Topological Order to Image Classification

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Explore neural networks in quantum physics and image recognition, bridging manybody physics with machine learning for innovative applications in various fields.
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16 Lesons
28 minutes
On-Demand
Free-Video
IEEE

Stochastic Weighted Matching - 1-Epsilon Approximation

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Explore stochastic weighted matching algorithms, including Monte Carlo analysis, vertex-independent matching, and greedy approaches for efficient approximation solutions.
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11 Lesons
29 minutes
On-Demand
Free-Video
Squid: Schools for Quantum Information Development

Quantum Policy Gradient Algorithms for Reinforcement Learning

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Delve into quantum policy gradient algorithms and their application in reinforcement learning, exploring quantum-classical speed-ups and parameterized quantum circuits for AI advancement.
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14 Lesons
23 minutes
On-Demand
Free-Video
Dot Physics

3 Ways to Find the Centroid of a Semicircle

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Explore three methods to locate a semicircle's centroid: rectangle, polar coordinates, and Monte Carlo simulation using Python.
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4 Lesons
23 minutes
On-Demand
Free-Video
Dot Physics

Moment of Inertia for a Sphere About a Fixed Axis

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Derive the moment of inertia for a sphere and explore a Monte Carlo simulation using Python, enhancing understanding of rotational dynamics.
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1 Lesons
20 minutes
On-Demand
Free-Video
Dot Physics

Finding the Value of Pi from a Random Walk Using Python

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Explore Python coding to calculate pi using random walks, from 1D to 3D simulations. Enhance mathematical understanding through practical programming.
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6 Lesons
21 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Revisiting Inexact Fixed-Point Iterations for Min-Max Problems - Stochasticity and Cohypomonotonicity

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Explore advanced optimization techniques for constrained min-max problems, focusing on inexact fixed-point iterations and stochastic algorithms for nonconvex-nonconcave scenarios.
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1 Lesons
29 minutes
On-Demand
Free-Video
Uncertainty in Artificial Intelligence

Meta Learning Control Variates for Variance Reduction with Limited Data

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Explore meta-learning control variates for variance reduction in Monte Carlo estimators with limited data, leveraging similarities across multiple integration tasks for improved performance.
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1 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

Combined Stochastic Models for Cancer Patient Trajectories

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Integrating diverse clinical data into a unified stochastic model for cancer patient trajectories, combining tumor growth, metastasis, and survival data using Julia for simulation and Bayesian inference.
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1 Lesons
24 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

Monte Carlo Pi Methods: Technical Editing - Lecture ME3256

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Enhance technical writing skills for Monte Carlo pi methods. Learn effective editing techniques to improve clarity and precision in scientific reports.
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1 Lesons
47 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Gauged Gaussian Fermionic PEPS: A Tool for Studying Lattice Gauge Theories

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Explore lattice gauge theories using Gauged Gaussian Fermionic PEPS, a tensor network method for efficient numerical computations without sign problems in multiple space dimensions.
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1 Lesons
42 minutes
On-Demand
Free-Video
Devoxx Poland

How I Built the World's Okay-est Battlesnake - Devoxx Poland 2022

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Odkryj tajniki tworzenia Battlesnake'a, poznaj strategie i algorytmy, które pomogą Ci stworzyć własnego węża do gry w programistyczne wyzwanie.
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12 Lesons
44 minutes
On-Demand
Free-Video
Dot Physics

Finding the Center of Mass of a Triangle

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Explore methods to determine a triangle's center of mass, including a Monte Carlo calculation using Python for added precision.
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1 Lesons
31 minutes
On-Demand
Free-Video
Dot Physics

Electric Field due to a Charged Disk and Parallel Plate Capacitors

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Derive the electric field of a uniformly charged plate using charged ring principles. Explore parallel plate capacitors and Monte Carlo calculations.
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1 Lesons
34 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Ocean Modeling: Stochastic Approaches to Numerical Simulations

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Explore stochastic approaches in ocean modeling, including Monte-Carlo methods, perturbed initial conditions, and stochastic boundary conditions and dissipation operators for improved numerical simulations.
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1 Lesons
37 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

From Thermal to Athermal Systems: Self-Assembly and Absorbing Phase Transitions

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Explore self-assembly and absorbing phase transitions in thermal and athermal systems, bridging physics and biology in non-equilibrium processes.
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1 Lesons
46 minutes
On-Demand
Free-Video
Magnetics Information Consortium (MagIC)

Constructing APWPs from VGPs - Going Virtual

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Explore innovative methods for constructing Apparent Polar Wander Paths (APWPs) using Virtual Geomagnetic Poles (VGPs) to enhance understanding of Earth's paleogeography and polar wandering.
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1 Lesons
47 minutes
On-Demand
Free-Video
Dave Churchill

Introduction to Artificial Intelligence: Monte Carlo Reinforcement Learning Methods - Lecture 16

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Explore Monte Carlo reinforcement learning methods, including prediction and policy iteration, with applications to Blackjack and matchbox machine learning.
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16 Lesons
49 minutes
On-Demand
Free-Video
Dave Churchill

Intro to Artificial Intelligence - RL Monte Carlo Methods - Lecture 17

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Explore Monte Carlo methods in reinforcement learning, applying algorithmic techniques to solve AI problems in gaming environments.
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1 Lesons
53 minutes
On-Demand
Free-Video
BIMSA

Comparative Lattice Analysis of SU(2) Dark Glueball

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Explore SU(2) glueballs as dark matter using lattice simulations. Compare traditional and machine learning methods for mass calculation and scattering cross-section analysis.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Ocean Diffusivity: Stochastic Approaches in Numerical Modeling

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Explore stochastic approaches in ocean modeling, including Monte-Carlo methods, perturbed conditions, and stochastic dissipation operators for improved numerical simulations.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Advanced Cyberinfrastructure Training at RPI

Phi^4 Theory and the Ising Model on a Sphere

0 rewiews
Explore phi^4 theory and Ising model on spherical geometry, gaining insights into advanced physics concepts and their applications.
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1 Lesons
1 hour 42 minutes
On-Demand
Free-Video
Dave Churchill

Introduction to Artificial Intelligence: Temporal Difference Learning - Lecture 17

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Explore temporal difference learning, on/off-policy methods, and Q-learning. Gain hands-on experience with reinforcement learning algorithms through practical assignments and code examples.
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23 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Dave Churchill

Intro to Artificial Intelligence - RL Monte Carlo Methods - Lecture 18

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Explore Monte Carlo methods in reinforcement learning, applying algorithmic techniques to solve AI problems in gaming environments.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo

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Explore advanced probabilistic inference techniques for Large Language Models using Sequential Monte Carlo methods, focusing on safety, capability enhancement, and evaluation frameworks.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Centrum Fizyki Teoretycznej PAN

A Monte Carlo Method for Stationary Solutions of General-Relativistic Vlasov Systems

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Delve into Monte Carlo methods for solving general-relativistic Vlasov equations, exploring particle trajectory analysis and applications in black hole accretion models.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video