Cover Image

RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Peiyan, Feng, Haodong, Liu, Hongyuan, Yan, Tongtong, Deng, Wenhao, Gao, Tianrun, Zheng, Rong, Zheng, Haoren, Yu, Chenglei, Wang, Chuanrui, Li, Kaiwen, Ma, Zhi-Ming, Zhou, Dezhi, Lu, Xingcai, Fan, Dixia, Wu, Tailin
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GenCP: Towards Generative Modeling Paradigm of Coupled Physics
by: Gao, Tianrun, et al.
Published: (2026)

On the Guidance of Flow Matching
by: Feng, Ruiqi, et al.
Published: (2025)

BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction
by: Xia, Tian, et al.
Published: (2025)

Multi-modal Policies with Physics-informed Representations in Complex Fluid Environments
by: Feng, Haodong, et al.
Published: (2024)

CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems
by: Wei, Long, et al.
Published: (2024)

scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction
by: Yu, Chenglei, et al.
Published: (2026)

PACE: Geometry-Aware Bridge Transport for Single-Cell Trajectory Inference
by: Yu, Chenglei, et al.
Published: (2026)

GGBall: Graph Generative Model on Poincaré Ball
by: Bu, Tianci, et al.
Published: (2025)

Unlocking Reasoning Capabilities in LLMs via Reinforcement Learning Exploration
by: Deng, Wenhao, et al.
Published: (2025)

DiffPhyCon: A Generative Approach to Control Complex Physical Systems
by: Wei, Long, et al.
Published: (2024)

From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control
by: Hu, Peiyan, et al.
Published: (2025)

Wavelet Diffusion Neural Operator
by: Hu, Peiyan, et al.
Published: (2024)

Towards an AI Fluid Scientist: LLM-Powered Scientific Discovery in Experimental Fluid Mechanics
by: Feng, Haodong, et al.
Published: (2025)

How to Re-enable PDE Loss for Physical Systems Modeling Under Partial Observation
by: Feng, Haodong, et al.
Published: (2024)

EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator
by: Chen, Qianyi, et al.
Published: (2025)

HWE-Bench: Benchmarking LLM Agents on Real-World Hardware Bug Repair Tasks
by: Cui, Fan, et al.
Published: (2026)

WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments
by: Zhao, Haoren, et al.
Published: (2026)

UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning
by: Wang, Xiangyu, et al.
Published: (2025)

DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis
by: Zhang, Qiaohong, et al.
Published: (2026)

Alice Benchmarks: Connecting Real World Re-Identification with the Synthetic
by: Sun, Xiaoxiao, et al.
Published: (2023)

CCR-Bench: A Comprehensive Benchmark for Evaluating LLMs on Complex Constraints, Control Flows, and Real-World Cases
by: Xue, Xiaona, et al.
Published: (2026)

RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs
by: Jin, Pengwei, et al.
Published: (2025)

RealSec-bench: A Benchmark for Evaluating Secure Code Generation in Real-World Repositories
by: Wang, Yanlin, et al.
Published: (2026)

TripTailor: A Real-World Benchmark for Personalized Travel Planning
by: Shen, Yuanzhe, et al.
Published: (2025)

RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control
by: Li, Teng, et al.
Published: (2025)

One step further with Monte-Carlo sampler to guide diffusion better
by: Ren, Minsi, et al.
Published: (2026)

UniPR: Unified Object-level Real-to-Sim Perception and Reconstruction from a Single Stereo Pair
by: Zhang, Chuanrui, et al.
Published: (2026)

UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement
by: Xie, Yaofeng, et al.
Published: (2024)

ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development
by: Yang, Jie, et al.
Published: (2026)

RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices
by: Li, Jia, et al.
Published: (2026)

RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
by: Yang, Shuo, et al.
Published: (2025)

RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios
by: Zhang, Yibo, et al.
Published: (2026)

VisualTrans: A Benchmark for Real-World Visual Transformation Reasoning
by: Ji, Yuheng, et al.
Published: (2025)

Boundary spectral estimates for semiclassical Gevrey operators
by: Xiong, Haoren
Published: (2024)

Symbol calculus for Gevrey pseudodifferential operators and adiabatic projectors
by: Xiong, Haoren
Published: (2026)

Real-to-Sim Grasp: Rethinking the Gap between Simulation and Real World in Grasp Detection
by: Cai, Jia-Feng, et al.
Published: (2024)

Supply Chain Finance, Risk Propensity, and Environmental Innovation in Firms: The Moderating Effect of Climate Policy Uncertainty
by: Zhongju Liao, et al.
Published: (2026)

Real-time Monitoring of Neon Film Growth for Electron-on-Neon Qubits
by: Duthaluru, Sidharth, et al.
Published: (2025)

Real‐World Complexity of Prescribing Cascades
by: J. T. H. Nielen, et al.
Published: (2025)

Agentic Harness for Real-World Compilers
by: Zheng, Yingwei, et al.
Published: (2026)