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Invidious > Channel > Ricardo Vinuesa

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YT 21 minutes 32 seconds 303 views Shared 4 days ago Ricardo Vinuesa SHAP Tutorial: using explainable deep learning for scientific discovery YT 27 minutes 17 seconds 252 views Shared 1 week ago Ricardo Vinuesa DMD Series, Part 2: DMD Theory YT 23 minutes 32 seconds 449 views Shared 2 weeks ago Ricardo Vinuesa DMD Series, Part 1: Introduction to dynamic-mode decomposition (DMD)

YT 16 minutes 38 seconds 365 views Shared 3 weeks ago Ricardo Vinuesa ML Series, Part 11: Robust principal-component analysis (RPCA) YT 14 minutes 44 seconds 332 views Shared 1 month ago Ricardo Vinuesa ML Series, Part 10: QR pivoting for optimal sensor placement YT 30 minutes 48 seconds 436 views Shared 1 month ago Ricardo Vinuesa ML Series, Part 9: Optimal sensor placement

YT 22 minutes 22 seconds 491 views Shared 1 month ago Ricardo Vinuesa Entropy and probability theory YT 13 minutes 57 seconds 697 views Shared 2 months ago Ricardo Vinuesa Diffusion models for optimal sensor placement in cities YT 11 minutes 22 seconds 690 views Shared 2 months ago Ricardo Vinuesa Classically studied coherent structures only paint a partial picture of wall-bounded turbulence

YT 46 minutes 58 seconds 544 views Shared 2 months ago Ricardo Vinuesa Keynote lecture at ParCFD 2024 YT 12 minutes 15 seconds 1K views Shared 3 months ago Ricardo Vinuesa Energy transfer in turbulent boundary layers YT 22 minutes 25 seconds 988 views Shared 4 months ago Ricardo Vinuesa ML Series, Part 7: Sensor placement

YT 21 minutes 45 seconds 816 views Shared 4 months ago Ricardo Vinuesa ML Series, Part 8: Regularization YT 14 minutes 33 seconds 1K views Shared 4 months ago Ricardo Vinuesa Easy attention: a new attention mechanism for transformers!! YT 14 minutes 27 seconds 1K views Shared 4 months ago Ricardo Vinuesa ML Series, Part 6: Sparsity

YT 10 minutes 1 second 1.4K views Shared 4 months ago Ricardo Vinuesa Transformers for chaotic systems and fluid mechanics YT 15 minutes 11 seconds 2K views Shared 8 months ago Ricardo Vinuesa Large language models for problems in Physics YT 26 minutes 38 seconds 2.4K views Shared 8 months ago Ricardo Vinuesa ML Series, Part 5: The proper-orthogonal decomposition (POD)

YT 22 minutes 18 seconds 2K views Shared 8 months ago Ricardo Vinuesa ML Series, Part 4: The Method of Snapshots YT 2 minutes 12 seconds 2K views Shared 8 months ago Ricardo Vinuesa Deep reinforcement learning for flow control in aeronautics YT 33 minutes 23 seconds 2.5K views Shared 9 months ago Ricardo Vinuesa ML Series, Part 3: Truncated SVD and eigendecomposition

YT 17 minutes 19 seconds 2.1K views Shared 9 months ago Ricardo Vinuesa Classifying methods in artificial intelligence YT 27 minutes 31 seconds 2.3K views Shared 9 months ago Ricardo Vinuesa ML Series, Part 2: The economy singular-value decomposition (SVD) YT 24 minutes 26 seconds 4K views Shared 10 months ago Ricardo Vinuesa ML Series, Part 1: The singular-value decomposition (SVD)

YT 20 minutes 56 seconds 8.5K views Shared 10 months ago Ricardo Vinuesa How is machine learning improving computational fluid dynamics? YT 17 minutes 45 seconds 2.3K views Shared 11 months ago Ricardo Vinuesa Finding completely new turbulent structures with explainable AI YT 27 minutes 35 seconds 2.8K views Shared 1 year ago Ricardo Vinuesa Explainable AI to study structures in turbulence

YT 7 minutes 42 seconds 4K views Shared 1 year ago Ricardo Vinuesa Multi-agent reinforcement learning (MARL) versus single-agent RL (SARL) for flow control YT 21 minutes 59 seconds 3.8K views Shared 1 year ago Ricardo Vinuesa Predicting turbulence with transformers YT 13 minutes 22 seconds 3.6K views Shared 1 year ago Ricardo Vinuesa Visualizing turbulence

YT 16 minutes 43 seconds 3.5K views Shared 1 year ago Ricardo Vinuesa Introduction to turbulence YT 46 minutes 47 seconds 2.3K views Shared 1 year ago Ricardo Vinuesa Keynote lecture at ETC18 in Valencia, Spain YT 16 minutes 50 seconds 4.6K views Shared 1 year ago Ricardo Vinuesa The building blocks of turbulence: coherent structures

YT 13 minutes 52 seconds 2.9K views Shared 1 year ago Ricardo Vinuesa Controlling turbulence through deep reinforcement learning YT 21 minutes 46 seconds 3.1K views Shared 1 year ago Ricardo Vinuesa The physics of airplane wings and history of the flow YT 12 minutes 35 seconds 1.8K views Shared 1 year ago Ricardo Vinuesa Explaining turbulence through deep learning

YT 28 minutes 28 seconds 11K views Shared 1 year ago Ricardo Vinuesa Introduction to deep learning for fluid mechanics YT 41 seconds 3.2K views Shared 1 year ago Ricardo Vinuesa Deep reinforcement learning to control Rayleigh-Bénard convection (Part 2/4: SARL controller) YT 27 seconds 3K views Shared 1 year ago Ricardo Vinuesa Deep reinforcement learning to control Rayleigh-Bénard convection (Part 4/4: coalesced cell)

YT 40 seconds 3.1K views Shared 1 year ago Ricardo Vinuesa Deep reinforcement learning to control Rayleigh-Bénard convection (Part 3/4: MARL controller) YT 41 seconds 3.8K views Shared 1 year ago Ricardo Vinuesa Deep reinforcement learning to control Rayleigh-Bénard convection (Part 1/4: baseline convergence) YT 47 minutes 29 seconds 1.4K views Shared 1 year ago Ricardo Vinuesa Artificial intelligence and climate action

YT 18 minutes 22K views Shared 1 year ago Ricardo Vinuesa Physics-informed neural networks for fluid mechanics YT 28 minutes 59 seconds 4.1K views Shared 1 year ago Ricardo Vinuesa Deep learning for spatial predictions in turbulent flows YT 49 minutes 36 seconds 1.3K views Shared 2 years ago Ricardo Vinuesa Seminar Ramón Pozuelo: High-performance computing and turbulence with pressure gradients

YT 41 minutes 53 seconds 1.3K views Shared 2 years ago Ricardo Vinuesa Seminar Esteban Ferrer: New avenues in Computational Fluid Dynamics YT 10 minutes 23 seconds 1.9K views Shared 2 years ago Ricardo Vinuesa High-fidelity simulations of wing-tip vortices YT 15 minutes 28 seconds 1.8K views Shared 2 years ago Ricardo Vinuesa Causality analysis of turbulent structures in urban environments

YT 58 minutes 6 seconds 1.3K views Shared 2 years ago Ricardo Vinuesa Francisco Chinesta: Informing learning for empowering the engineering of critical urban systems YT 17 minutes 52 seconds 6.8K views Shared 2 years ago Ricardo Vinuesa Pressure-gradient turbulent boundary layers around wing sections YT 58 minutes 8 seconds 1.3K views Shared 2 years ago Ricardo Vinuesa Seminar by Patricio Clark Di Leoni: Reconstruction and generation of turbulent states

YT 51 seconds 3.9K views Shared 2 years ago Ricardo Vinuesa Deep reinforcement learning for flow control on a cylinder at Re=2,000 YT 11 minutes 27 seconds 2K views Shared 2 years ago Ricardo Vinuesa An AI-based framework for harmonizing climate policies and projects with the SDGs YT 16 minutes 18 seconds 2.9K views Shared 2 years ago Ricardo Vinuesa The role of artificial intelligence in achieving the Sustainable Development Goals

YT 2 minutes 19 seconds 5.8K views Shared 2 years ago Ricardo Vinuesa High-fidelity simulation of wing-tip vortices YT 15 minutes 23 seconds 1.6K views Shared 2 years ago Ricardo Vinuesa Studying structures in urban flows through machine learning YT 15 minutes 55 seconds 7.1K views Shared 2 years ago Ricardo Vinuesa Enhancing computational fluid dynamics with machine learning