FMint: Bridging Human Designed and Data Pretrained Models for
Differential Equation Foundation Model

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FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model

23 April 2024

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Papers citing "FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model"

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Title
Axial Neural Networks for Dimension-Free Foundation Models Hyunsu Kim Jonggeon Park Joan Bruna Hongseok Yang Juho Lee AI4CE 123 0 0 15 Oct 2025
Sailing Towards Zero-Shot State Estimation using Foundation Models Combined with a UKF Tobin Holtmann David Stenger Andres Felipe Posada-Moreno Friedrich Solowjow Sebastian Trimpe 108 0 0 04 Sep 2025
Panda: A pretrained forecast model for chaotic dynamics Jeffrey Lai Anthony Bao William Gilpin AI4TS AI4CE 315 5 0 19 May 2025
Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models Congcong Zhu Xiaoyan Xu Jiayue Han Jingrun Chen OOD AI4CE 376 0 0 16 May 2025
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference Hanshi Sun Li-Wen Chang Yiyuan Ma Wenlei Bao Ningxin Zheng Xin Liu Harry Dong Yuejie Chi Beidi Chen VLM 376 49 0 28 Oct 2024
Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text Cooper Lorsung Amir Barati Farimani AI4CE 529 3 0 02 Oct 2024
Zero-shot forecasting of chaotic systemsInternational Conference on Learning Representations (ICLR), 2024 Yuanzhao Zhang William Gilpin AI4TS 543 15 0 24 Sep 2024
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Hongcheng Gao Junfeng Fang Xueqi Cheng KELM 163 10 0 16 Sep 2024
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Hongcheng Gao Yilong Xu Xueqi Cheng KELM 147 14 0 18 Jun 2024
"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Jiayi Mao Xueqi Cheng AAML 166 16 0 17 Jun 2024
Can LLMs Solve longer Math Word Problems Better?International Conference on Learning Representations (ICLR), 2024 Xin Xu Tong Xiao Zitong Chao Zhenya Huang Can Yang Yang Wang 491 23 0 23 May 2024
Hummer: Towards Limited Competitive Preference Dataset Li Jiang Yusen Wu Junwu Xiong Jingqing Ruan Yichuan Ding Qingpei Guo ZuJie Wen Jun Zhou Xiaotie Deng 310 10 0 19 May 2024
Can We Verify Step by Step for Incorrect Answer Detection? Xin Xu Boyao Wang Can Yang Yang Wang LRM 589 16 0 16 Feb 2024
MM-LLMs: Recent Advances in MultiModal Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Duzhen Zhang Yahan Yu Jiahua Dong Chenxing Li Dan Su Chenhui Chu Dong Yu OffRL LRM 400 322 0 24 Jan 2024
LLMEffiChecker: Understanding and Testing Efficiency Degradation of Large Language ModelsACM Transactions on Software Engineering and Methodology (TOSEM), 2022 Simin Chen Cong Liu Mirazul Haque Wei Yang 175 31 0 07 Oct 2022