Title
ClimateChat: Designing Data and Methods for Instruction Tuning LLMs to Answer Climate Change Queries Zhou Chen Xiao Wang Yuanhong Liao Ming Lin Yuqi Bai 28 1 0 12 Jun 2025
Group-in-Group Policy Optimization for LLM Agent Training Lang Feng Zhenghai Xue Tingcong Liu Bo An OffRL 230 0 0 16 May 2025
ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Deeksha Varshney Keane Ong Rui Mao Min Zhang G. Mengaldo 75 1 0 27 Apr 2025
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation Yangxinyu Xie Bowen Jiang Tanwi Mallick Joshua Bergerson John K Hutchison ... Robert B. Ross Yan Feng L. Levy Weijie J. Su Camillo J Taylor 102 2 0 24 Apr 2025
Accelerating Earth Science Discovery via Multi-Agent LLM Systems Dmitrii Pantiukhin Boris Shapkin Ivan Kuznetsov Antonia Anna Jost Nikolay Koldunov AI4CE LLMAG 154 1 0 07 Mar 2025
Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals Qingyang Wu Ying Xu Tingsong Xiao Yunze Xiao Yitong Li ... Yichi Zhang Shanghai Zhong Yuwei Zhang Wei Lu Yifan Yang 186 3 0 17 Jan 2025
ChipAlign: Instruction Alignment in Large Language Models for Chip Design via Geodesic Interpolation Chenhui Deng Yunsheng Bai Haoxing Ren 89 2 0 31 Dec 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu Xinyu Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 150 2 0 19 Nov 2024
Artificial Intelligence for Collective Intelligence: A National-Scale Research Strategy Seth Bullock Nirav Ajmeri Mike Batty Michaela Black John Cartlidge ... Phil Morgan A. O'Kane Laura G. E. Smith Theresa Smith Hywel T. P. Williams AI4CE 59 2 0 09 Nov 2024
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation Bohan Lyu Yadi Cao Duncan Watson-Parris Leon Bergen Taylor Berg-Kirkpatrick Rose Yu 137 5 0 01 Nov 2024
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges Gustau Camps-Valls Miguel-Ángel Fernández-Torres Kai-Hendrik Cohrs Adrian Höhl A. Castelletti ... S. Salcedo-Sanz S. Sippel Spyros Kondylatos Tamara Happé T. Williams 68 1 0 28 Jun 2024
WeatherQA: Can Multimodal Language Models Reason about Severe Weather? Chengqian Ma Zhanxiang Hua Alexandra Anderson-Frey Vikram Iyer Xin Liu Lianhui Qin 106 6 0 17 Jun 2024
From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility Pravneet Kaur Gautam Siddharth Kashyap Ankit Kumar Md. Tabrez Nafis Sandeep Kumar Vikrant Shokeen LM&MA 95 56 0 25 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 250 18 0 30 Jan 2024
Automated Fact-Checking of Climate Change Claims with Large Language Models Markus Leippold S. Vaghefi Dominik Stammbach V. Muccione J. Bingler ... Tobias Schimanski Glen Gostlow Ting Yu Juerg Luterbacher C. Huggel 54 9 0 23 Jan 2024
AI Hallucinations: A Misnomer Worth Clarifying Negar Maleki Balaji Padmanabhan Kaushik Dutta 80 45 0 09 Jan 2024
Climate Change from Large Language Models Hongyin Zhu Prayag Tiwari ELM 72 7 0 19 Dec 2023
ChatSOS: LLM-based knowledge Q&A system for safety engineering Haiyang Tang Zhenyi Liu Dongping Chen Qingzhao Chu KELM 25 0 0 14 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 129 25 0 05 Dec 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 61 10 0 09 Oct 2023
Introducing ChatSQC: Enhancing Statistical Quality Control with Augmented AI Fadel M. Megahed Ying-Ju Chen Inez M. Zwetsloot S. Knoth D. Montgomery L. A. Jones‐Farmer 38 3 0 22 Aug 2023
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools Jingwei Ni J. Bingler Chiara Colesanti-Senni Mathias Kraus Glen Gostlow ... Qian Wang Nicolas Webersinke Tobias Wekhof Ting Yu Markus Leippold 77 29 0 28 Jul 2023
GPT4GEO: How a Language Model Sees the World's Geography Jonathan Roberts Timo Lüddecke Sowmen Das Kai Han Samuel Albanie 78 64 0 30 May 2023
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 103 89 0 14 Jan 2023