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

ICLROral2026

Authors: Peiyan Hu, Haodong Feng, Hongyuan Liu, Tongtong Yan, Wenhao Deng, Tianrun Gao, Rong Zheng, Haoren Zheng, Chenglei Yu, Chuanrui Wang, Kaiwen Li, Zhi-Ming Ma, Dezhi Zhou, Xingcai Lu, Dixia Fan, Tailin Wu
Affiliation: Chinese Academy of Sciences
Venue: ICLR 2026
Track: Oral

TL;DR

We propose the first benchmark for complex physical systems with paired real-world data and simulated data, and explore how to bridge simulated and real-world data.

Opening excerpt from the authors’ abstract. source

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Topics

benchmark

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