Formal & Physical Sciences MathematicsENProf. Zlatko Drmac | Residuals and mixed backward shadowing stability of the EDMD/KMDProf. Zlatko DrmacAugust 20, 2026 42 min★ ★ ★ ★ ☆ 4/5EDMDKoopman OperatorShadowing Theory
Formal & Physical Sciences MathematicsENLec 39: Diameter of a Set, δ-cover of a Set, s-dimensional Hausdorff measureProf. M. Guru Prem Prasad and Prof. A. GowrisankarAugust 19, 2026 49 min★ ★ ★ ★ ☆ 4/5Hausdorff MeasureFractalsMeasure Theory
Formal & Physical Sciences MathematicsENMr. Kevin Kuhl | Learning dynamically inspired bases for Koopman and transfer operator approximationKevin KuhlAugust 18, 2026 36 min★ ★ ★ ★ ☆ 4/5Koopman OperatorTransfer OperatorNeural Networks
Formal & Physical Sciences MathematicsENLec 25: Mixed precision and numerical stabilityDr. Satyajit Das and Prof. Satyadhyan ChickerurAugust 14, 2026 43 min★ ★ ★ ★ ☆ 4/5Mixed PrecisionNumerical StabilityLarge Language Models
Formal & Physical Sciences MathematicsENDr. Caroline Wormell | Spectral error of EDMD (and other operators)Dr. Caroline WormellAugust 11, 2026 67 min★ ★ ★ ★ ☆ 4/5EDMDKoopman OperatorSpectral Error
Applied Sciences & Engineering MathematicsENNeural-operator element methodWeihang OuyangJuly 17, 2026 61 min★ ★ ★ ★ ☆ 4/5Neural OperatorsFinite Element MethodPDEs
Formal & Physical Sciences MathematicsENTizian Wenzel: On the optimal shape parameter for kernel methods and beyondTizian WenzelJune 3, 2026 38 min★ ★ ★ ★ ☆ 4/5Kernel MethodsRadial Basis FunctionsShape Parameter
Formal & Physical Sciences MathematicsENStephen Becker - Some new bi-fidelity methods for UQ and optimization - IPAM at UCLAStephen BeckerMay 22, 2026 44 min★ ★ ★ ★ ☆ 4/5Bi-FidelityUncertainty QuantificationOptimization
Formal & Physical Sciences MathematicsENJingwei Hu - A Neural Score-Based Particle Method for the Vlasov-Maxwell-Landau SystemJingwei HuApril 17, 2026 47 min★ ★ ★ ★ ☆ 4/5Vlasov-Maxwell-LandauParticle MethodNeural Networks
Formal & Physical Sciences MathematicsENKaren Willcox - Learning Structure-exploiting Reduced Models with Operator InferenceKaren WillcoxApril 15, 2026 56 min★ ★ ★ ★ ★ 5/5Reduced-Order ModelsOperator InferenceModel Reduction
Formal & Physical Sciences MathematicsENConvergence Analysis of Consistent PINNs for Elliptic PDEsJonathan W. SiegelApril 3, 2026 72 min★ ★ ★ ★ ☆ 4/5PINNsElliptic PDEsConvergence Analysis
Formal & Physical Sciences MathematicsENDirichlet boundary conditions on convex polygonal domainsProf. N. Sukumar and Dr. Ritwick RoyFebruary 27, 2026 75 min★ ★ ★ ★ ☆ 4/5Physics-Informed Neural NetworksWachspress CoordinatesTransfinite Interpolation
Formal & Physical Sciences MathematicsENProb-GParareal: A Probabilistic Numerical Parallel-in-Time Solver for Differential EquationsMassimiliano TamborrinoFebruary 25, 2026 31 min★ ★ ★ ★ ☆ 4/5Probabilistic NumericsParallel-in-TimeGaussian Processes
Formal & Physical Sciences MathematicsENRéduire la complexité pour maîtriser la résolution des modèles mathématiques - Yvon Maday (2026)Yvon MadayFebruary 23, 2026 74 min★ ★ ★ ★ ★ 5/5Model ReductionNumerical SimulationComplexity
Formal & Physical Sciences MathematicsENIntroduction to Discrete Exterior Calculus (DEC) - (Lecture 1)Anil HiraniDecember 16, 2025 84 min★ ★ ★ ★ ★ 5/5Discrete Exterior CalculusFinite Element Exterior CalculusDifferential Forms
Formal & Physical Sciences MathematicsENEnergy preserving spectral methods on the real line whose analysis strays into the complex planeDr. Marcus WebbDecember 15, 2025 60 min★ ★ ★ ★ ☆ 4/5Spectral MethodsEnergy PreservationComplex Analysis
Formal & Physical Sciences MathematicsENResidual-Based Adaptivity in Neural PDE Solvers || Variance estimation for UQ || Dec 5, 2025CRUNCH Group: Home of Math + Machine Learning + XDecember 5, 2025 115 min★ ★ ★ ★ ☆ 4/5Neural PDE SolversResidual-Based AdaptivityUncertainty Quantification
Formal & Physical Sciences MathematicsENINQA Conference 2025: Ioan Pop - Karlsruhe Institute of TechnologyIoan PopNovember 28, 2025 50 min★ ★ ★ ★ ☆ 4/5Superconducting QubitsFlip-ChipCrosstalk
Formal & Physical Sciences MathematicsENWhat Is the Krylov Method And Why Quantum Computers Need ItQiskitOctober 29, 2025 15 min★ ★ ★ ★ ☆ 4/5Krylov MethodQuantum DiagonalizationQuantum Algorithms
Formal & Physical Sciences MathematicsENLinear Systems: Basic Properties and Classical AlgorithmsMark EmbreeSeptember 30, 2025 67 min★ ★ ★ ★ ☆ 4/5Linear AlgebraNumerical AnalysisGaussian Elimination
Applied Sciences & Engineering MathematicsENIPAM "Multi-Fidelity Methods for Fusion Energy" Spring 2026 Program OverviewInstitute for Pure & Applied Mathematics (IPAM)September 11, 2025 43 min★ ★ ★ ★ ☆ 4/5Fusion EnergyMulti-Fidelity MethodsIPAM
Formal & Physical Sciences MathematicsENNumerics with models for ETPJulien AJanuary 20, 2023 57 min★ ★ ★ ★ ☆ 4/5EpidemiologyMathematical ModelingNumerical Simulation
Formal & Physical Sciences MathematicsENUofM - MATH2740 - Lecture 07 - Part 1 - Computing and using the QR factorisationJulien AApril 28, 2022 53 min★ ★ ★ ★ ☆ 4/5QR FactorizationGram-SchmidtLeast Squares
Formal & Physical Sciences MathematicsENUofM - MATH2740 - Lecture 06 - Part 2 - QR factorisation (example)Julien AApril 28, 2022 16 min★ ★ ★ ★ ☆ 4/5Gram-SchmidtQR FactorizationLinear Algebra
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 05 - Part 1 - Linear least squares (continued)Julien AApril 28, 2022 51 min★ ★ ★ ★ ☆ 4/5Least SquaresLinear AlgebraNormal Equations
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 04 - Part2 - Linear least squares (theory)Julien AApril 28, 2022 11 min★ ★ ★ ★ ☆ 4/5Least SquaresLinear AlgebraBest Approximation
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 04 - Part 1 - Linear least squares with jupyterJulien AApril 28, 2022 60 min★ ★ ★ ★ ☆ 4/5Least SquaresLinear AlgebraR Programming
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 03 - Part 2 - Linear least squaresJulien AApril 28, 2022 13 min★ ★ ★ ★ ☆ 4/5Linear Least SquaresR ProgrammingData Fitting
Formal & Physical Sciences MathematicsENThe problem with discrete approximation to integrals or probability densitiesBen LambertMay 15, 2018 10 min★ ★ ★ ★ ☆ 4/5Bayesian InferenceCurse of DimensionalityNumerical Integration
Formal & Physical Sciences MathematicsENAn introduction to numerical integration through Gaussian quadratureBen LambertMay 15, 2018 26 min★ ★ ★ ★ ★ 5/5Gaussian QuadratureNumerical IntegrationLegendre Polynomials
