conftrace_

data-driven discovery

7 papers

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Co-occurring keywords · papers mentioning both

large language model (3) scientific discovery (2) partial differential equation (2) system identification (2) sparse regression (2) benchmark evaluation (2) automated dataset (1) filter constraint (1) automatic dataset creation (1) agent benchmarking (1)

Papers

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025 DiscoveryBench: Towards Data-Driven Discovery with Large Language Models ICLR 2025 ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery ICLR 2025 Position: Data-driven Discovery with Large Generative Models ICML 2024 Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target IJCAI 2024 Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning ICLR 2022 PDE-Net: Learning PDEs from Data ICML 2018