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Can Causal Circuits Enable Efficient Spatial Reasoning for Geoinformatics in Large Language Models?

Sahil Tripathi Manaswi Kulahara Abdul Khader Jilani Saudagar Hatoon S.AlSagri

Computer Modeling in Engineering & Sciences2026，Vol.148Issue(7)：P.1072-1095,24.

Computer Modeling in Engineering & Sciences2026，Vol.148Issue(7)：P.1072-1095,24.DOI:10.32604/cmes.2026.083755

Can Causal Circuits Enable Efficient Spatial Reasoning for Geoinformatics in Large Language Models?

Sahil Tripathi ¹Manaswi Kulahara ²Abdul Khader Jilani Saudagar ³Hatoon S.AlSagri³

作者信息

1. Department of Computer Science and Engineering,Jamia Hamdard,New Delhi,India
2. Department of Geoinformatics,TERI School of Advanced Studies,Delhi,India
3. Information Systems Department,College of Computer and Information Sciences,Imam Mohammad Ibn Saud Islamic University(IMSIU),Riyadh,Saudi Arabia
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摘要

关键词

Causal circuits/geoinformatics/large language models/parameter-efficient learning/spatial reasoning/structured pruning

分类

天文与地球科学

引用本文复制引用

Sahil Tripathi,Manaswi Kulahara,Abdul Khader Jilani Saudagar,Hatoon S.AlSagri..Can Causal Circuits Enable Efficient Spatial Reasoning for Geoinformatics in Large Language Models?[J].Computer Modeling in Engineering & Sciences,2026,148(7):P.1072-1095,24.

基金项目

supported and funded by the Deanship of Scientific Research at Imam Mohammad Ibn Saud Islamic University(IMSIU)(grant number IMSIU-DDRSP2604). （IMSIU）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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