CFD Analysis of Head Lamp Condensation - DPM, EWF, and VOF Condensation Models
Model condensation in headlamps using DPM, EWF, and VOF approaches. Learn particle absorption, film thickness, and transitions between models for accurate simulation.
Fluidized Bed Reactor Modeling with DDPM, DEM Collision, and Combustion in Ansys Fluent
Model fluidized bed reactors using DEM collision, DDPM, and combustion in Ansys Fluent. Learn to incorporate particle interactions for accurate simulations.
Aerobic Digestion in Bio-Reactor - Monod Reaction, Biomass Growth, and Heterogeneous Reaction
Explore aerobic digestion in bioreactors using Ansys Fluent, covering Monod reaction, biomass growth, and heterogeneous reactions.
Evacuated U-Tube Solar Collector - Design and Analysis
Explore evacuated U-tube solar collectors using DO model ANSYS Fluent simulation for efficient solar energy collection and analysis.
CFD Analysis of Spray Painting - DPM and Eulerian Wall Film in Ansys Fluent
Explore spray painting simulation using DPM and Eulerian wall film in Ansys Fluent, featuring DEFINE_DPM_INJECTION_INIT macro implementation.
Ice Deposition on Aerodynamic Surfaces Using Ansys Icing - Subcooled Water and Freezing
Explore ice formation on aerodynamic surfaces at high altitudes using Ansys Icing, focusing on flow, water deposition, and freezing processes with subcooled water droplets.
Aerated Drink Analysis Using Ansys Fluent - Henry's Law and Solubility of Gas in Liquid
Explore gas dissolution in liquids under high pressure using Ansys Fluent, applying Henry's Law to analyze aerated drink behavior and gas solubility.
Wind Farm Optimization Using Reinforcement Learning and Large-Scale Simulation
Optimize wind farm energy production using deep reinforcement learning and large-scale simulations. Boost annual output by 1-2% through advanced yaw control strategies.
High Performance Computing Workloads on Google Cloud
Explore Google Cloud's HPC solutions for critical workloads, infrastructure advancements, and customer deployments in computational sciences and AI/ML.
Pangu-Weather: Accurate Medium-Range Global Weather Forecasting with 3D Deep Neural Networks
Explore Pangu-Weather, an AI-based method for accurate medium-range global weather forecasting using 3D deep networks and Earth-specific priors, outperforming traditional numerical prediction systems.
Backward Facing Step Using BlockMesh - OpenFOAM Tutorial
Learn to simulate fluid flow over a backward-facing step using OpenFOAM's blockMesh utility. Master mesh generation, boundary conditions, and result visualization for this classic CFD problem.
Meshing STL Using snappyHexMesh in OpenFOAM
Master STL meshing in OpenFOAM using snappyHexMesh. Learn file conversion, scaling, BlockMesh creation, parallel processing, mesh refinement, and boundary condition setup for CFD simulations.
Modelling and Controlling Turbulent Flows through Deep Learning
Explore deep learning applications in modeling and controlling turbulent flows, from flow reconstruction to reinforcement learning for flow control, with insights on CNN architectures and transfer learning.
Quantifying the Potential of Covid-19 Transmission Across Scales
Explore Covid-19 transmission modeling across scales, from high-resolution simulations of respiratory aerosols to broader exposure assessment tools, aiding in pandemic mitigation strategies.
Using Data Science to Advance the Impact of Vascular Digital Twins in Medicine
Explore high-resolution digital twins of vascular anatomy to inform disease treatment. Learn how data science and physics-based modeling combine to address personalized medicine challenges.
AutoEncoders for Aerodynamic Predictions
Explore autoencoders for aerodynamic predictions, focusing on flow past wing geometries. Learn about non-linear compression, latent representations, and uncertainty quantification in data-driven modeling.
Neural Differentiable Physics: Unifying Numerical PDEs and Deep Learning for Data-Augmented Computational Physics
Explore Neural Differentiable Physics, unifying numerical PDEs and deep learning for enhanced computational modeling of complex physical systems. Learn innovative SciML approaches integrating physics principles with AI.
CFD Automation - AirShaper Course
Automate Computational Fluid Dynamics processes using AirShaper's innovative techniques. Enhance efficiency and accuracy in fluid flow simulations.
Towards Data-Driven High Fidelity CFD - Lecture 2
Explore data-driven approaches for high-fidelity computational fluid dynamics in this advanced lecture on scientific machine learning and CFD techniques.
Towards Data-Driven High Fidelity CFD - Lecture 1
Explore data-driven high fidelity CFD, covering shock droplet interaction, icing, multiscale analysis, DG schemes, and scientific machine learning applications in computational fluid dynamics.
AI and the Second Revolution in Weather and Climate Prediction
Explore AI's transformative impact on weather and climate prediction, revolutionizing forecasting techniques and enhancing our understanding of atmospheric dynamics.