Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science

Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science

10 February 2025

Papers citing "Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science"

12 / 12 papers shown

Title
Foundation Models for Environmental Science: A Survey of Emerging Frontiers Runlong Yu Shengyu Chen Yiqun Xie Huaxiu Yao J. Willard X. Jia AI4CE 116 1 0 05 Apr 2025
A Survey of Foundation Models for Environmental Science Runlong Yu Shengyu Chen Yiqun Xie X. Jia AI4CE 121 1 0 05 Mar 2025
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations Runlong Yu Chonghao Qiu R. Ladwig Paul C. Hanson Yiqun Xie Yanhua Li Xiaowei Jia 99 5 0 20 Nov 2024
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation Yuyang Ye Zhi Zheng Yishan Shen Tianshu Wang Hengruo Zhang Peijun Zhu Runlong Yu Kai Zhang Hui Xiong 74 11 0 19 Aug 2024
When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery Yiqun Xie Zhihao Wang Weiye Chen Zhili Li Xiaowei Jia Yanhua Li Ruichen Wang Kangyang Chai Ruohan Li Sergii Skakun VLM 60 3 0 17 Apr 2024
SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models Zhihao Wang Yiqun Xie Zhili Li Xiaowei Jia Zhe Jiang Aolin Jia Shuo Xu 83 6 0 27 Jan 2024
A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT Ce Zhou Qian Li Chen Li Jun Yu Yixin Liu ... P. Xie Caiming Xiong Jian Pei Philip S. Yu U. Chicago AI4CE 69 524 0 18 Feb 2023
Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning J. Willard J. Read A. Appling S. Oliver X. Jia Vipin Kumar AI4TS 56 57 0 10 Nov 2020
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 58 87 0 29 Jun 2020
Towards Learning Universal, Regional, and Local Hydrological Behaviors via Machine-Learning Applied to Large-Sample Datasets Frederik Kratzert D. Klotz Guy Shalev Günter Klambauer Sepp Hochreiter G. Nearing 53 559 0 19 Jul 2019
Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles X. Jia J. Willard Anuj Karpatne J. Read Jacob Aaron Zwart M. Steinbach Vipin Kumar PINN AI4CE 32 212 0 31 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017