Welcome to IPAM’s video archive. The National Science Foundation (NSF) has encouraged IPAM to make the scientific presentations of our speakers available to a wider audience. All programs with videos are listed below in reverse chronological order, including long programs, workshops, public lectures, summer schools, and special events. When possible, the abstract and slide presentation appear with the video. All videos will remain available to stream in perpetuity.

Many of our videos are available on IPAM’s YouTube Channel. Subscribe to our YouTube channel to receive alerts when new videos are posted.

Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of IPAM, UCLA, NSF, or any other funding agencies.

IPAM’s video archive is supported by the Simons Foundation and the NSF.

Bridging the Gap Between NISQ and FTQC

Program Category: Workshops

Workshop III: Boundary Conditions for Atomistic Simulations in Macroscopic Electrochemical Cells

Program Category: Workshops

Workshop II: Bridging Scales from Atomistic to Continuum in Electrochemical Systems

Program Category: Workshops

Workshop I: Embracing Stochasticity in Electrochemical Modeling

Program Category: Workshops

Bridging the Gap: Transitioning from Deterministic to Stochastic Interaction Modeling in Electrochemistry Tutorials

Program Category: Workshops

Sampling, Inference, and Data-Driven Physical Modeling in Scientific Machine Learning

Program Category: Workshops

Workshop III: Statistical and Numerical Methods for Non-commutative Optimal Transport

Program Category: Workshops

Workshop II: Dynamics of Density Operators

Program Category: Workshops

Workshop I: Optimal Transport for Density Operators: Theory and Numerics

Program Category: Workshops

Free Entropy Theory and Random Matrices

Program Category: Workshops

Computational Interactions between Algebra, Combinatorics, and Discrete Geometry

Program Category: Workshops

Winter School: Quantum Error Suppression, Mitigation, and Correction

Program Category: Special Events and Conferences

Rotating Turbulence: Interplay and Separability of Bulk and Boundary Dynamics

Program Category: Workshops

Workshop IV: Modeling Multi-Scale Collective Intelligences

Program Category: Workshops

Workshop III: Naturalistic Approaches to Artificial Intelligence

Program Category: Workshops

Workshop II: Theory and Practice of Deep Learning

Program Category: Workshops

Workshop I: Analyzing High-dimensional Traces of Intelligent Behavior

Program Category: Workshops

Mathematics of Intelligences Tutorials

Program Category: Workshops

Workshop IV: Vertex Models: Algebraic and Probabilistic Aspects of Universality

Program Category: Workshops

Workshop III: Statistical Mechanics Beyond 2D

Program Category: Workshops

Workshop II: Integrability and Algebraic Combinatorics

Program Category: Workshops

Workshop I: Statistical Mechanics and Discrete Geometry

Program Category: Workshops

Geometry, Statistical Mechanics, and Integrability Tutorials

Program Category: Workshops

EnCORE Workshop on Computational vs Statistical Gaps in Learning and Optimization

Program Category: Workshops

Winter School on Quantum Information Science for Chemistry

Program Category: Special Events and Conferences

Mathematical Approaches for Connectome Analysis

Program Category: Workshops

Tensor Networks

Program Category: Workshops

Mathematical Foundations for Equity in Transportation Systems

Program Category: Workshops

Symmetric Tensor Categories and Representation Theory

Program Category: Workshops

Workshop IV: Topology, Quantum Error Correction and Quantum Gravity

Program Category: Workshops

Workshop III: Many-body Quantum Systems via Classical and Quantum Computation

Program Category: Workshops

Workshop II: Mathematical Aspects of Quantum Learning

Program Category: Workshops

Workshop I: Quantum Algorithms for Scientific Computation

Program Category: Workshops

Mathematical and Computational Challenges in Quantum Computing Tutorials

Program Category: Workshops

Workshop IV: Co-design for the Exascale and IPAM Hackathon

Program Category: Workshops

Workshop III: Complex Scientific Workflows at Extreme Computational Scales

Program Category: Workshops

Workshop II: Scale-Bridging Materials Modeling at Extreme Computational Scales

Program Category: Workshops

Workshop I: Increasing the Length, Time, and Accuracy of Materials Modeling Using Exascale Computing

Program Category: Workshops

New Mathematics for the Exascale: Applications to Materials Science Tutorials

Program Category: Workshops

Artificial Intelligence and Discrete Optimization

Program Category: Workshops

Winter School on Contemporary Quantum Algorithms and Applications

Program Category: Special Events and Conferences

Machine Assisted Proofs

Program Category: Workshops

Learning and Emergence in Molecular Systems

Program Category: Workshops

Explainable AI for the Sciences: Towards Novel Insights

Program Category: Workshops

Workshop IV: Multi-Modal Imaging with Deep Learning and Modeling

Program Category: Workshops

Workshop II: Mathematical Advances for Multi-Dimensional Microscopy

Program Category: Workshops

Workshop I: Diffractive Imaging with Phase Retrieval

Program Category: Workshops

Computational Microscopy Tutorials

Program Category: Workshops

Reconstructing Network Dynamics from Data: Applications to Neuroscience and Beyond

Program Category: Workshops

Graduate Summer School on Post-quantum and Quantum Cryptography

Program Category: Summer Schools

Who Counts? Sex and Gender Bias in Data

Program Category: Workshops

Workshop IV: Monte Carlo and Machine Learning Approaches in Quantum Mechanics

Program Category: Workshops

Workshop III: Large-Scale Certified Numerical Methods in Quantum Mechanics

Program Category: Workshops

Workshop I: Multiscale Approaches in Quantum Mechanics

Program Category: Workshops

Advancing Quantum Mechanics with Mathematics and Statistics Tutorials

Program Category: Workshops

Calculus of Variations in Probability and Geometry

Program Category: Workshops

Quantum Numerical Linear Algebra

Program Category: Workshops

Workshop IV: Big Data in Multi-Messenger Astrophysics

Program Category: Workshops

Workshop III: Source inference and parameter estimation in Gravitational Wave Astronomy

Program Category: Workshops

Workshop II: Mathematical and Numerical Aspects of Gravitation

Program Category: Workshops

Workshop I: Computational Challenges in Multi-Messenger Astrophysics

Program Category: Workshops

Mathematical and Computational Challenges in the Era of Gravitational Wave Astronomy Tutorial

Program Category: Workshops

Workshop IV: Efficient Tensor Representations for Learning and Computational Complexity

Program Category: Workshops

Workshop II: Tensor Network States and Applications

Program Category: Workshops

Workshop I: Tensor Methods and their Applications in the Physical and Data Sciences

Program Category: Workshops

Tensor Methods and Emerging Applications to the Physical and Data Sciences Tutorials

Program Category: Workshops

Deep Learning and Combinatorial Optimization

Program Category: Workshops

Entropy Inequalities, Quantum Information and Quantum Physics

Program Category: Workshops

Actions of Tensor Categories on C*-algebras

Program Category: Workshops

Transport and Mixing in Complex and Turbulent Flows

Program Category: Workshops

Workshop IV: Social Dynamics beyond Vehicle Autonomy

Program Category: Workshops

Workshop III: Large Scale Autonomy: Connectivity and Mobility Networks

Program Category: Workshops

Workshop II: Safe Operation of Connected and Autonomous Vehicle Fleets

Program Category: Workshops

Workshop I: Individual Vehicle Autonomy: Perception and Control

Program Category: Workshops

Mathematical Challenges and Opportunities for Autonomous Vehicles Tutorials

Program Category: Workshops

Workshop IV: Stochastic Analysis Related to Hamilton-Jacobi PDEs

Program Category: Workshops

Workshop III: Mean Field Games and Applications

Program Category: Workshops

Workshop II: PDE and Inverse Problem Methods in Machine Learning

Program Category: Workshops

Workshop I: High Dimensional Hamilton-Jacobi Methods in Control and Differential Games

Program Category: Workshops

High Dimensional Hamilton-Jacobi PDEs Tutorials

Program Category: Workshops

Intersections between Control, Learning and Optimization

Program Category: Workshops

Computational Psychiatry

Program Category: Workshops

Asymptotic Algebraic Combinatorics

Program Category: Workshops

Deep Learning and Medical Applications

Program Category: Workshops

Emerging Opportunities for Mathematics in the Microbiome

Program Category: Workshops

Theory and Computation for 2D Materials

Program Category: Workshops

Workshop IV: Using Physical Insights for Machine Learning

Program Category: Workshops

Workshop III: Validation and Guarantees in Learning Physical Models: from Patterns to Governing Equations to Laws of Nature

Program Category: Workshops

Workshop II: Interpretable Learning in Physical Sciences

Program Category: Workshops

Workshop I: From Passive to Active: Generative and Reinforcement Learning with Physics

Program Category: Workshops

Machine Learning for Physics and the Physics of Learning Tutorials

Program Category: Workshops

Workshop IV: Deep Geometric Learning of Big Data and Applications

Program Category: Workshops

Workshop III: Geometry of Big Data

Program Category: Workshops

Workshop II: Shape Analysis

Program Category: Workshops

Workshop I: Geometric Processing

Program Category: Workshops

Geometry and Learning from Data Tutorials

Program Category: Workshops

Autonomous Vehicles

Program Category: Workshops

Braids, Resolvent Degree and Hilbert’s 13th Problem

Program Category: Workshops

Operator Theoretic Methods in Dynamic Data Analysis and Control

Program Category: Workshops

Computational Challenges in Gravitational Wave Astronomy

Program Category: Workshops

Women in Mathematics and Public Policy

Program Category: Special Events and Conferences

Analysis and Geometry of Random Shapes

Program Category: Workshops

Workshop IV: New Architectures and Algorithms

Program Category: Workshops

Workshop III: HPC for Computationally and Data-Intensive Problems

Program Category: Workshops

Workshop II: HPC and Data Science for Scientific Discovery

Program Category: Workshops

Green Family Lecture Series: “The Knockoffs Framework: New Statistical Tools for Replicable Selections” by Emmanuel Candes

Program Category: Public Lectures

Workshop I: Big Data Meets Large-Scale Computing

Program Category: Workshops

Green Family Lecture Series: “Sailing Through Data: Discoveries and Mirages” by Emmanuel Candes

Program Category: Public Lectures

Science at Extreme Scales: Where Big Data Meets Large-Scale Computing Tutorials

Program Category: Workshops

Quantum Computing Materials Challenges

Program Category: Workshops

Workshop III: Random Matrices and Free Probability Theory

Program Category: Workshops

Green Family Lecture Series: “God May or May Not Play Dice but He Sure Loves a von Neumann Algebra” by Vaughan Jones

Program Category: Public Lectures

Green Family Lecture Series: “What is it about the Plane?” by Vaughan Jones

Program Category: Public Lectures

Workshop II: Approximation Properties in Operator Algebras and Ergodic Theory

Program Category: Workshops

Workshop I: Expected Characteristic Polynomial Techniques and Applications

Program Category: Workshops

Quantitative Linear Algebra Tutorials

Program Category: Workshops

Latinx in the Mathematical Sciences Conference 2018

Program Category: Special Events and Conferences

New Deep Learning Techniques

Program Category: Workshops

New Methods for Zimmer’s Conjecture

Program Category: Workshops

Algorithmic Challenges in Protecting Privacy for Biomedical Data

Program Category: Workshops

Green Family Lecture Series: “What’s New In Two-Dimensional Topological Gravity” by Edward Witten

Program Category: Public Lectures

Workshop IV: Uncertainty Quantification for Stochastic Systems and Applications

Program Category: Workshops

Workshop III: Surrogate Models and Coarsening Techniques

Program Category: Workshops

The Calculus of Comedy: Math in The Simpsons, Futurama, and The Big Bang Theory

Program Category: Public Lectures

Workshop II: Stochastic Sampling and Accelerated Time Dynamics on Multidimensional Surfaces

Program Category: Workshops

Workshop I: Optimization and Optimal Control for Complex Energy and Property Landscapes

Program Category: Workshops

Complex High-Dimensional Energy Landscapes Tutorials

Program Category: Workshops

Mean Field Games

Program Category: Workshops

Workshop III: Data Assimilation, Uncertainty Reduction, and Optimization for Subsurface Flow

Program Category: Workshops

Workshop II: Full Waveform Inversion and Velocity Analysis

Program Category: Workshops

National Meeting of Women in Financial Mathematics

Program Category: Special Events and Conferences

Workshop I: Multiphysics, Multiscale, and Coupled Problems in Subsurface Physics

Program Category: Workshops

Computational Issues in Oil Field Applications Tutorials

Program Category: Workshops

Gauge Theory and Categorification

Program Category: Workshops

Green Family Lecture Series: “From Gauge Theory to Khovanov Homology Via Floer Theory” by Edward Witten

Program Category: Public Lectures

Regulatory and Epigenetic Stochasticity in Development and Disease

Program Category: Workshops

Emerging Wireless Networks

Program Category: Workshops

Big Data Meets Computation

Program Category: Workshops

Beam Dynamics

Program Category: Workshops

Turbulent Dissipation, Mixing and Predictability

Program Category: Workshops

Workshop IV: Synergies between Machine Learning and Physical Models

Program Category: Workshops

Workshop III: Collective Variables in Quantum Mechanics

Program Category: Workshops

Workshop II: Collective Variables in Classical Mechanics

Program Category: Workshops

Workshop I: Machine Learning Meets Many-Particle Problems

Program Category: Workshops

Understanding Many-Particle Systems with Machine Learning Tutorials

Program Category: Workshops

Putting the Theory Back in Density Functional Theory

Program Category: Summer Schools

Workshop IV: Mathematical Analysis of Cultural Expressive Forms: Text Data

Program Category: Workshops

Mini-Workshop: Diasporas Lab Day

Program Category: Workshops

Green Family Lecture Series: “Bones, Teeth and Animation,” by Ingrid Daubechies

Program Category: Public Lectures

Workshop III: Cultural Patterns: Multiscale Data-driven Models

Program Category: Workshops

Green Family Lecture Series: “The Master’s Hand: Can Image Analysis Detect the Hand of the Master?” by Ingrid Daubechies

Program Category: Public Lectures

Workshop II: Culture Analytics and User Experience Design

Program Category: Workshops

Workshop I: Culture Analytics Beyond Text: Image, Music, Video, Interactivity and Performance

Program Category: Workshops

Culture Analytics Tutorials

Program Category: Workshops

Culture Analytics

Program Category: Long Programs

Shape Analysis and Learning by Geometry and Machine

Program Category: Workshops

Partial Order: Mathematics, Simulations and Applications

Program Category: Workshops

Uncertainty Quantification for Multiscale Stochastic Systems and Applications

Program Category: Workshops

Optimization and Equilibrium in Energy Economics

Program Category: Workshops

Workshop IV: Decision Support for Traffic

Program Category: Workshops

IPAM Lecture: “Missing in Translation – Where are the Innovations?” by Sadasivan Shankar

Program Category: Public Lectures

Workshop III: Traffic Control

Program Category: Workshops

Workshop II: Traffic Estimation

Program Category: Workshops

Workshop I: Mathematical Foundations of Traffic

Program Category: Workshops

Mathematical Approaches for Traffic Flow Management Tutorials

Program Category: Workshops

Graduate Summer School: Games and Contracts for Cyber-Physical Security

Program Category: Summer Schools

Green Family Lecture Series, Research Lecture: “Evolutionary Foundations of Economic Behavior, Bounded Rationality, and Intelligence” by Andrew W. Lo

Program Category: Public Lectures

Workshop IV: Forensic Analysis of Financial Data

Program Category: Workshops

Green Family Lecture Series, Public Lecture: “Can Financial Engineering Cure Cancer? A New Approach to Funding Biomedical Innovation” by Andrew W. Lo

Program Category: Public Lectures

Inaugural National Meeting of Women in Financial Mathematics

Program Category: Special Events and Conferences

Workshop III: Commodity Markets and their Financialization

Program Category: Workshops

Workshop II: The Mathematics of High Frequency Financial Markets: Limit Order Books, Frictions, Optimal Execution and Program Trading

Program Category: Workshops

Workshop I: Systemic Risk and Financial Networks

Program Category: Workshops

Financial Mathematics Tutorials

Program Category: Workshops

Broad Perspectives and New Directions in Financial Mathematics

Program Category: Long Programs

Machine Learning for Many-Particle Systems

Program Category: Workshops

Zariski-dense Subgroups

Program Category: Workshops

Computational Photography and Intelligent Cameras

Program Category: Workshops

Symmetry and Topology in Quantum Matter

Program Category: Workshops

Multiple Sequence Alignment

Program Category: Workshops

Workshop IV: Turbulence in Engineering Applications

Program Category: Workshops

Workshop III: Geophysical and Astrophysical Turbulence

Program Category: Workshops

Workshop II: Turbulent Transport and Mixing

Program Category: Workshops

Workshop I: Mathematical Analysis of Turbulence

Program Category: Workshops

Mathematics of Turbulence Tutorials

Program Category: Workshops

Mathematics of Turbulence

Program Category: Long Programs

Hands-on Summer School: Electronic Structure Theory for Materials and (Bio)molecules

Program Category: Summer Schools

Green Family Lecture Series, Research Lecture: “Permanent & Determinant: Non-identical Twins” by Avi Wigderson

Program Category: Public Lectures

Green Family Lecture Series, Public Lecture: “Randomness and Pseudorandomness” by Avi Wigderson

Program Category: Public Lectures

Workshop IV: Finding Algebraic Structures in Extremal Combinatorial Configurations

Program Category: Workshops

Workshop III: The Kakeya Problem, Restriction Problem, and Sum-product Theory

Program Category: Workshops

Mathematics of Politics

Program Category: Workshops

Workshop II: Tools from Algebraic Geometry

Program Category: Workshops

Workshop I: Combinatorial Geometry Problems at the Algebraic Interface

Program Category: Workshops

Combinatorial and Computational Geometry: Tutorials

Program Category: Workshops

Translating Cancer Data and Models to Clinical Practice

Program Category: Workshops

Rough Paths: Theory and Applications

Program Category: Workshops

Mathematical Challenges in Ophthalmology

Program Category: Workshops

Mathematics of Social Learning

Program Category: Workshops

Workshop IV: Energy Conservation and Waste Heat Recovery

Program Category: Workshops

Workshop III: Batteries and Fuel Cells

Program Category: Workshops

Workshop II: Fuels from Sunlight

Program Category: Workshops

Workshop I: Solar Cells

Program Category: Workshops

Materials for a Sustainable Energy Future Tutorials

Program Category: Workshops

Semiclassical Origins of Density Functional Approximations

Program Category: Workshops

Graduate Summer School: Computer Vision

Program Category: Summer Schools

Green Family Lecture Series, Research Lecture: “Random Mountains” by Wendelin Werner

Program Category: Public Lectures

Green Family Lecture Series, Public Lecture: “Drawing Pictures at Random” by Wendelin Werner

Program Category: Public Lectures

Workshop IV: Quasiconformal Geometry and Elliptic PDEs

Program Category: Workshops

Workshop III: Non-Smooth Geometry

Program Category: Workshops

Workshop II: Dynamics of Groups and Rational Maps

Program Category: Workshops

Interactions Between Analysis and Geometry Tutorials

Program Category: Workshops

Public Lecture: “Toward Brain Computer Interfacing” by Klaus Robert Mueller

Program Category: Public Lectures

Multimodal Neuroimaging

Program Category: Workshops

Workshop IV: Computational Methods for Multiscale Modeling of Materials Defects

Program Category: Workshops

Graduate Summer School: Deep Learning, Feature Learning

Program Category: Summer Schools

Green Family Lecture Series: “Electronic Structure of Matter: Wave Functions and Density Functionals” by Walter Kohn

Program Category: Public Lectures