Pathway toward prior knowledge-integrated machine learning in engineering

10 July 2023

Papers citing "Pathway toward prior knowledge-integrated machine learning in engineering"

5 / 5 papers shown

Title
Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Prediction with Small, Inconsistent Datasets Xia Chen M. Singh Philipp Geyer 49 3 0 23 Jan 2023
Masked Siamese ConvNets L. Jing Jiachen Zhu Yann LeCun SSL 79 35 0 15 Jun 2022
Learning in High Dimension Always Amounts to Extrapolation Randall Balestriero J. Pesenti Yann LeCun 101 103 0 18 Oct 2021
Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics Ján Drgoňa Aaron Tuor V. Chandan D. Vrabie AI4CE 44 117 0 11 Nov 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 120 4,505 0 23 Apr 2020