Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling. Chen, Y., Bi, J., Ngoc, C. N., Oancea, V., Cagan, J., & Kara, L. B. 2025.
Paper bibtex @misc{chen2025attentiondetailfinescalefeature,
title={Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling},
author={Chen, Yu-hsuan and Bi, Jing and Ngoc, Cyril Ngo and Oancea, Victor and Cagan, Jonathan and Kara, Levent Burak },
year={2025},
eprint={2504.20110},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2504.20110},
}
Downloads: 0
{"_id":"MSmi2erXBt7XXHftM","bibbaseid":"chen-bi-ngoc-oancea-cagan-kara-attentiontodetailfinescalefeaturepreservationorientedgeometricpretrainingforaidrivensurrogatemodeling-2025","author_short":["Chen, Y.","Bi, J.","Ngoc, C. N.","Oancea, V.","Cagan, J.","Kara, L. B."],"bibdata":{"bibtype":"misc","type":"misc","title":"Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling","author":[{"propositions":[],"lastnames":["Chen"],"firstnames":["Yu-hsuan"],"suffixes":[]},{"propositions":[],"lastnames":["Bi"],"firstnames":["Jing"],"suffixes":[]},{"propositions":[],"lastnames":["Ngoc"],"firstnames":["Cyril","Ngo"],"suffixes":[]},{"propositions":[],"lastnames":["Oancea"],"firstnames":["Victor"],"suffixes":[]},{"propositions":[],"lastnames":["Cagan"],"firstnames":["Jonathan"],"suffixes":[]},{"propositions":[],"lastnames":["Kara"],"firstnames":["Levent","Burak"],"suffixes":[]}],"year":"2025","eprint":"2504.20110","archiveprefix":"arXiv","primaryclass":"cs.LG","url":"https://arxiv.org/abs/2504.20110","bibtex":"@misc{chen2025attentiondetailfinescalefeature,\ntitle={Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling}, \nauthor={Chen, Yu-hsuan and Bi, Jing and Ngoc, Cyril Ngo and Oancea, Victor and Cagan, Jonathan and Kara, Levent Burak },\nyear={2025},\neprint={2504.20110},\narchivePrefix={arXiv},\nprimaryClass={cs.LG},\nurl={https://arxiv.org/abs/2504.20110}, \n}\n\n\n","author_short":["Chen, Y.","Bi, J.","Ngoc, C. N.","Oancea, V.","Cagan, J.","Kara, L. B."],"key":"chen2025attentiondetailfinescalefeature","id":"chen2025attentiondetailfinescalefeature","bibbaseid":"chen-bi-ngoc-oancea-cagan-kara-attentiontodetailfinescalefeaturepreservationorientedgeometricpretrainingforaidrivensurrogatemodeling-2025","role":"author","urls":{"Paper":"https://arxiv.org/abs/2504.20110"},"metadata":{"authorlinks":{}},"downloads":0},"bibtype":"misc","biburl":"http://vdel.me.cmu.edu/vdelresource/publications/lbkrefs.bib","dataSources":["pcxq8Bzbb2fAwW4Su"],"keywords":[],"search_terms":["attention","detail","fine","scale","feature","preservation","oriented","geometric","pre","training","driven","surrogate","modeling","chen","bi","ngoc","oancea","cagan","kara"],"title":"Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling","year":2025}