Cover Image

P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Qi, Ren, Pu, Zhou, Hao, Liu, Xin-Yang, Deng, Zhiwen, Zhang, Yi, Chengze, Ruizhi, Liu, Hongsheng, Wang, Zidong, Wang, Jian-Xun, Ji-Rong_Wen, Sun, Hao, Liu, Yang
Format:	Preprint
Published:	2024
Subjects:	Numerical Analysis Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
by: Zeng, Bocheng, et al.
Published: (2024)

MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation
by: Wang, Qi, et al.
Published: (2025)

Learnable-Differentiable Finite Volume Solver for Accelerated Simulation of Flows
by: Yan, Mengtao, et al.
Published: (2025)

Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
by: Mi, Yuan, et al.
Published: (2024)

Multi-resolution partial differential equations preserved learning framework for spatiotemporal dynamics
by: Liu, Xin-Yang, et al.
Published: (2022)

SlotPi: Physics-informed Object-centric Reasoning Models
by: Li, Jian, et al.
Published: (2025)

A data‐driven intravoxel mean diffusivities distribution approach for molecular classifications and MIB‐1 prediction of gliomas
by: Junqi Xu, et al.
Published: (2024)

Multidimensional effects of history, neighborhood, and proximity on urban land growth: A dynamic spatiotemporal rolling prediction model (STRM)
by: Yingjian Ren, et al.
Published: (2024)

An efficient Asymptotic-Preserving scheme for the Boltzmann mixture with disparate mass
by: Hao, Zhen, et al.
Published: (2024)

Delayformer: spatiotemporal transformation for predicting high-dimensional dynamics
by: Wang, Zijian, et al.
Published: (2025)

PriorIDENT: Prior-Informed PDE Identification from Noisy Data
by: Tang, Cheng, et al.
Published: (2026)

An efficient brain tumor segmentation model based on group normalization and 3D U‐Net
by: Runlin Chen, et al.
Published: (2024)

Detection of extended gamma-ray emission in the vicinity of Cl Danks 1 and 2
by: Liu, Jiahao, et al.
Published: (2024)

W-Net: A Facial Feature-Guided Face Super-Resolution Network
by: Liu, Hao, et al.
Published: (2024)

PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems
by: Wan, Han, et al.
Published: (2025)

Reasoning-Enhanced Object-Centric Learning for Videos
by: Li, Jian, et al.
Published: (2024)

Bistability in spatiotemporal mode-locking with dynamic multimode gain
by: Xiong, Zhijin, et al.
Published: (2024)

ARC-STAR: Auditable Post-Hoc Correction for PDE Foundation Models
by: Li, Chengze, et al.
Published: (2026)

PDEformer: Towards a Foundation Model for One-Dimensional Partial Differential Equations
by: Ye, Zhanhong, et al.
Published: (2024)

A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision
by: Ai, Hao, et al.
Published: (2025)

A persistent-homology-based Bayesian prior for potential coefficient reconstruction in an elliptic PDE
by: Deng, Zhiliang, et al.
Published: (2025)

An Integrated UVM-TLM Co-Simulation Framework for RISC-V Functional Verification and Performance Evaluation
by: Qiu, Ruizhi, et al.
Published: (2025)

Constraining the low-energy cosmic ray flux in the central molecular zone from MeV nuclear deexcitation line observations
by: Liu, Bing, et al.
Published: (2024)

FSF-Net: Enhance 4D Occupancy Forecasting with Coarse BEV Scene Flow for Autonomous Driving
by: Guo, Erxin, et al.
Published: (2024)

Stable spectral neural operator for learning stiff PDE systems from limited data
by: Zhang, Rui, et al.
Published: (2025)

Privacy-Preserving Video Anomaly Detection: A Survey
by: Liu, Yang, et al.
Published: (2024)

Visible‐Light‐Induced C(sp2)─P Cross‐Coupling Reactions Catalyzed by Boron Carbonitride
by: Rong Wang, et al.
Published: (2024)

Dynamics of a coupled nonlocal PDE-ODE system with spatial memory: well-posedness, stability, and bifurcation analysis
by: Salmaniw, Yurij, et al.
Published: (2025)

SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing
by: Liu, Yi, et al.
Published: (2024)

A Stabilized Unfitted Space-time Finite Element Method for Parabolic Problems on Moving Domains
by: Wang, Ruizhi, et al.
Published: (2025)

How to Auto-optimize Prompts for Domain Tasks? Adaptive Prompting and Reasoning through Evolutionary Domain Knowledge Adaptation
by: Zhao, Yang, et al.
Published: (2025)

UniZero: Generalized and Efficient Planning with Scalable Latent World Models
by: Pu, Yuan, et al.
Published: (2024)

Precise measurement of pion-bump structure using future MeV gamma-ray detectors
by: Liu, Jiahao, et al.
Published: (2024)

Sketch2PoseNet: Efficient and Generalized Sketch to 3D Human Pose Prediction
by: Wang, Li, et al.
Published: (2025)

Quorum sensing mediates spatiotemporal microbial community dynamics and nitrogen metabolism in biofloc-based Litopenaeus vannamei aquaculture systems.
by: Liu, Ni, et al.
Published: (2026)

SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
by: Liu, Jiayue, et al.
Published: (2025)

Coarse-to-Fine Lightweight Meta-Embedding for ID-Based Recommendation
by: Wang, Yang, et al.
Published: (2025)

C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction
by: Wang, Zichen, et al.
Published: (2024)

Discovering Physical Directions in Weight Space: Composing Neural PDE Experts
by: Wang, Pengkai, et al.
Published: (2026)

Ultrafast dynamics of atomic correlated disordering in photoinduced VO$_2$
by: Liu, Wen-Hao, et al.
Published: (2025)