DamFormer: Generalizing Morphologies in Dam Break Simulations Using Transformer Model
Fuente:
arXiv
Saved in:
| Main Authors: | Mul, Zhaoyang, Liang, Aoming, Ge, Mingming, Chen, Dashuai, Fan, Dixia, Xu, Minyi |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LinguaFluid: Language Guided Fluid Control via Semantic Rewards in Reinforcement Learning
by: Liang, Aoming, et al.
Published: (2025)
by: Liang, Aoming, et al.
Published: (2025)
Dam break of viscoplastic elliptical objects
by: Isukwem, Kindness, et al.
Published: (2024)
by: Isukwem, Kindness, et al.
Published: (2024)
Spatio-Temporal Performance of 2D Local Inertial Hydrodynamic Models for Urban Drainage and Dam-Break Applications
by: Gomes Jr., Marcus N., et al.
Published: (2024)
by: Gomes Jr., Marcus N., et al.
Published: (2024)
Towards an AI Fluid Scientist: LLM-Powered Scientific Discovery in Experimental Fluid Mechanics
by: Feng, Haodong, et al.
Published: (2025)
by: Feng, Haodong, et al.
Published: (2025)
AeroDiT: Diffusion Transformers for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows
by: Wang, Chunyang, et al.
Published: (2024)
by: Wang, Chunyang, et al.
Published: (2024)
FluidFormer: Transformer with Continuous Convolution for Particle-based Fluid Simulation
by: Wang, Nianyi, et al.
Published: (2025)
by: Wang, Nianyi, et al.
Published: (2025)
EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale
by: Du, Yiheng, et al.
Published: (2025)
by: Du, Yiheng, et al.
Published: (2025)
Physics-Informed Neural Networks for the Korteweg-de Vries Equation for Internal Solitary Wave Problem: Forward Simulation and Inverse Parameter Estimation
by: Kang, Ming, et al.
Published: (2025)
by: Kang, Ming, et al.
Published: (2025)
CoNFiLD-inlet: Synthetic Turbulence Inflow Using Generative Latent Diffusion Models with Neural Fields
by: Liu, Xin-Yang, et al.
Published: (2024)
by: Liu, Xin-Yang, et al.
Published: (2024)
LE-PDE++: Mamba for accelerating PDEs Simulations
by: Liang, Aoming, et al.
Published: (2024)
by: Liang, Aoming, et al.
Published: (2024)
Vortex-Induced Drag Forecast for Cylinder in Non-uniform Inflow
by: Guan, Jiashun, et al.
Published: (2025)
by: Guan, Jiashun, et al.
Published: (2025)
From Zero to Turbulence: Generative Modeling for 3D Flow Simulation
by: Lienen, Marten, et al.
Published: (2023)
by: Lienen, Marten, et al.
Published: (2023)
Data-driven Learning of Probabilistic Model of Binary Droplet Collision for Spray Simulation
by: Xu, Weiming, et al.
Published: (2026)
by: Xu, Weiming, et al.
Published: (2026)
Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
by: Kohl, Georg, et al.
Published: (2023)
by: Kohl, Georg, et al.
Published: (2023)
A comparative evaluation of turbulence models for simulation of unsteady cavitating flows
by: Apte, Dhruv, et al.
Published: (2023)
by: Apte, Dhruv, et al.
Published: (2023)
Numerical investigation of three-dimensional effects of cavitating flow in a venturi-type hydrodynamic cavitation reactor
by: Apte, Dhruv, et al.
Published: (2024)
by: Apte, Dhruv, et al.
Published: (2024)
Investigation of cloud cavitating flow in a venturi using Adaptive Mesh Refinement (AMR)
by: Apte, Dhruv, et al.
Published: (2024)
by: Apte, Dhruv, et al.
Published: (2024)
Hybrid Neural-MPM for Interactive Fluid Simulations in Real-Time
by: Xu, Jingxuan, et al.
Published: (2025)
by: Xu, Jingxuan, et al.
Published: (2025)
LAViG-FLOW: Latent Autoregressive Video Generation for Fluid Flow Simulations
by: De Pellegrini, Vittoria, et al.
Published: (2026)
by: De Pellegrini, Vittoria, et al.
Published: (2026)
Reducing Spatial Discretization Error on Coarse CFD Simulations Using an OpenFOAM-Embedded Deep Learning Framework
by: Gonzalez-Sieiro, Jesus, et al.
Published: (2024)
by: Gonzalez-Sieiro, Jesus, et al.
Published: (2024)
Enhancing Efficiency and Propulsion in Bio-mimetic Robotic Fish through End-to-End Deep Reinforcement Learning
by: Cui, Xinyu, et al.
Published: (2025)
by: Cui, Xinyu, et al.
Published: (2025)
Generalized Gauss-Jacobi rules for discrete velocity method in Multiscale Flow Simulations
by: Wang, Lu, et al.
Published: (2025)
by: Wang, Lu, et al.
Published: (2025)
FlowRefiner: Flow Matching-Based Iterative Refinement for 3D Turbulent Flow Simulation
by: Dai, Yilong, et al.
Published: (2026)
by: Dai, Yilong, et al.
Published: (2026)
FD-Bench: A Modular and Fair Benchmark for Data-driven Fluid Simulation
by: Wang, Haixin, et al.
Published: (2025)
by: Wang, Haixin, et al.
Published: (2025)
Simulation of the Wave Turbulence of a Liquid Surface Using the Dynamic Conformal Transformation Method
by: Kochurin, Evgeny
Published: (2024)
by: Kochurin, Evgeny
Published: (2024)
Loop2Net: Data-Driven Generation and Optimization of Airfoil CFD Meshes from Sparse Boundary Coordinates
by: Fan, Lushun, et al.
Published: (2025)
by: Fan, Lushun, et al.
Published: (2025)
Uncertainty Quantification for Multi-fidelity Simulations
by: Kumar, Swapnil
Published: (2025)
by: Kumar, Swapnil
Published: (2025)
Breaking bubbles across multiple timescales in turbulence
by: Qi, Yinghe, et al.
Published: (2024)
by: Qi, Yinghe, et al.
Published: (2024)
Differentiable Physics-Neural Models enable Learning of Non-Markovian Closures for Accelerated Coarse-Grained Physics Simulations
by: Xue, Tingkai, et al.
Published: (2025)
by: Xue, Tingkai, et al.
Published: (2025)
Dimensionality Reduction and Dynamical Mode Recognition of Circular Arrays of Flame Oscillators Using Deep Neural Network
by: Xu, Weiming, et al.
Published: (2023)
by: Xu, Weiming, et al.
Published: (2023)
FoilDiff: A Hybrid Transformer Backbone for Diffusion-based Modelling of 2D Airfoil Flow Fields
by: Ogbuagu, Kenechukwu, et al.
Published: (2025)
by: Ogbuagu, Kenechukwu, et al.
Published: (2025)
Long-horizon prediction of three-dimensional wall-bounded turbulence with CTA-Swin-UNet and resolvent analysis
by: Chen, Bo, et al.
Published: (2026)
by: Chen, Bo, et al.
Published: (2026)
Unfolding Time: Generative Modeling for Turbulent Flows in 4D
by: Saydemir, Abdullah, et al.
Published: (2024)
by: Saydemir, Abdullah, et al.
Published: (2024)
Machine Learning Optimized Approach for Parameter Selection in MESHFREE Simulations
by: Banerjee, Paulami, et al.
Published: (2024)
by: Banerjee, Paulami, et al.
Published: (2024)
A novel data-driven method for augmenting turbulence modeling for unsteady cavitating flows
by: Apte, Dhruv, et al.
Published: (2024)
by: Apte, Dhruv, et al.
Published: (2024)
The compressible Neural Particle Method for Simulating Compressible Viscous Fluid Flows
by: Shibukawa, Masato, et al.
Published: (2025)
by: Shibukawa, Masato, et al.
Published: (2025)
MeshMask: Physics-Based Simulations with Masked Graph Neural Networks
by: Garnier, Paul, et al.
Published: (2025)
by: Garnier, Paul, et al.
Published: (2025)
Modeling Multivariable High-resolution 3D Urban Microclimate Using Localized Fourier Neural Operator
by: Qin, Shaoxiang, et al.
Published: (2024)
by: Qin, Shaoxiang, et al.
Published: (2024)
Towards Scalable One-Step Generative Modeling for Autoregressive Dynamical System Forecasting
by: Yang, Tianyue, et al.
Published: (2026)
by: Yang, Tianyue, et al.
Published: (2026)
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
by: Ohana, Ruben, et al.
Published: (2024)
by: Ohana, Ruben, et al.
Published: (2024)
Similar Items
-
LinguaFluid: Language Guided Fluid Control via Semantic Rewards in Reinforcement Learning
by: Liang, Aoming, et al.
Published: (2025) -
Dam break of viscoplastic elliptical objects
by: Isukwem, Kindness, et al.
Published: (2024) -
Spatio-Temporal Performance of 2D Local Inertial Hydrodynamic Models for Urban Drainage and Dam-Break Applications
by: Gomes Jr., Marcus N., et al.
Published: (2024) -
Towards an AI Fluid Scientist: LLM-Powered Scientific Discovery in Experimental Fluid Mechanics
by: Feng, Haodong, et al.
Published: (2025) -
AeroDiT: Diffusion Transformers for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows
by: Wang, Chunyang, et al.
Published: (2024)