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This paper proposes an Artificial Intelligence (AI) Grounded Theory for management studies. We argue that this novel and rigorous approach that embeds topic modelling will lead to the latent knowledge to be found. We illustrate this…

人机交互 · 计算机科学 2022-07-07 Eyyub Can Odacioglu , Lihong Zhang , Richard Allmendinger

Artificial Intelligence (AI) is one of the most discussed technologies today. There are many innovative applications such as the diagnosis and treatment of cancer, customer experience, new business, education, contagious diseases…

计算机与社会 · 计算机科学 2020-01-28 Richard Benjamins , Idoia Salazar

Artificial intelligence (AI) is shifting the paradigm of two-phase heat transfer research. Recent innovations in AI and machine learning uniquely offer the potential for collecting new types of physically meaningful features that have not…

应用物理 · 物理学 2023-09-06 Youngjoon Suh , Aparna Chandramowlishwaran , Yoonjin Won

Artificial intelligence systems significantly impact the environment, particularly in natural language processing (NLP) tasks. These tasks often require extensive computational resources to train deep neural networks, including large-scale…

计算与语言 · 计算机科学 2025-03-17 Tohida Rehman , Debarshi Kumar Sanyal , Samiran Chattopadhyay

The substantial increase in AI model training has considerable environmental implications, mandating more energy-efficient and sustainable AI practices. On the one hand, data-centric approaches show great potential towards training…

机器学习 · 计算机科学 2024-02-20 Mohammed Alswaitti , Roberto Verdecchia , Grégoire Danoy , Pascal Bouvry , Johnatan Pecero

This paper critically examines the AI Act's provisions on climate-related transparency, highlighting significant gaps and challenges in its implementation. We identify key shortcomings, including the exclusion of energy consumption during…

计算机与社会 · 计算机科学 2024-09-13 Nicolas Alder , Kai Ebert , Ralf Herbrich , Philipp Hacker

Agentic Artificial Intelligence (AI) represents a fundamental shift in the design of intelligent systems, characterized by interconnected components that collectively enable autonomous perception, reasoning, planning, action, and learning.…

The energy consumption and carbon footprint of Artificial Intelligence (AI) have become critical concerns due to rising costs and environmental impacts. In response, a new trend in green AI is emerging, shifting from the "bigger is better"…

计算机与社会 · 计算机科学 2025-10-03 Tiago da Silva Barros , Frédéric Giroire , Ramon Aparicio-Pardo , Joanna Moulierac

Artificial intelligence (AI) has transformed materials discovery, enabling rapid exploration of chemical space through generative models and surrogate screening. Yet current AI workflows optimize performance first, deferring sustainability…

Artificial Intelligence (AI) technologies have been developed rapidly, and AI-based systems have been widely used in various application domains with opportunities and challenges. However, little is known about the architecture decisions…

软件工程 · 计算机科学 2022-12-29 Beiqi Zhang , Tianyang Liu , Peng Liang , Chong Wang , Mojtaba Shahin , Jiaxin Yu

Energy efficiency has emerged as a defining constraint in the evolution of sustainable Internet of Things (IoT) networks. This work moves beyond simulation-based or device-centric studies to deliver measurement-driven, network-level smart…

网络与互联网体系结构 · 计算机科学 2025-10-14 Mohammud J. Bocus , Senhui Qiu , Robert J. Piechocki , Kerstin Eder

In recent years, there has been a stimulating discussion on how artificial intelligence (AI) can support the science and engineering of intelligent educational applications. Many studies in the field are proposing actionable data mining…

计算机与社会 · 计算机科学 2022-08-24 Gianni Fenu , Roberta Galici , Mirko Marras

With the ever-growing adoption of artificial intelligence (AI), AI-based software and its negative impact on the environment are no longer negligible, and studying and mitigating this impact has become a critical area of research. However,…

计算机与社会 · 计算机科学 2025-11-27 Ashmita Sampatsing , Sophie Vos , Emma Beauxis-Aussalet , Justus Bogner

The discussion around AI-Engineering, that is, Software Engineering (SE) for AI-enabled Systems, cannot ignore a crucial class of software systems that are increasingly becoming AI-enhanced: Those used to enable or support the SE process,…

软件工程 · 计算机科学 2026-01-28 Himon Thakur , Armin Moin

The rapid adoption of large language models (LLMs) has led to significant energy consumption and carbon emissions, posing a critical challenge to the sustainability of generative AI technologies. This paper explores the integration of…

机器学习 · 计算机科学 2026-04-14 Tahniat Khan , Soroor Motie , Sedef Akinli Kocak , Shaina Raza

Artificial Intelligence (AI) techniques continue to broaden across governmental and public sectors, such as power and energy - which serve as critical infrastructures for most societal operations. However, due to the requirements of…

人工智能 · 计算机科学 2021-11-04 Erik Blasch , Haoran Li , Zhihao Ma , Yang Weng

This Ph.D. thesis deals with the optimization of several renewable energy resources development as well as the improvement of facilities management in oceanic engineering and airports, using computational hybrid methods belonging to AI to…

机器学习 · 统计学 2018-06-08 L. Cornejo-Bueno

The rapid advancement of Artificial Intelligence (AI) has created unprecedented demands for computational power, yet methods for evaluating the performance, efficiency, and environmental impact of deployed models remain fragmented. Current…

性能 · 计算机科学 2025-10-22 Hongyuan Liu , Xinyang Liu , Guosheng Hu

The paper explores the transformation of port logistics operations with artificial intelligence during the port transformation into a smart port. The research integrates capabilities-based resource analysis and dynamic capabilities with…

理论经济学 · 经济学 2025-10-09 Abdelhafid Khazzar , Yassine Sekaki , Yasser Lachhab , Said El-marzouki

Integration of artificial intelligence (AI) into life cycle assessment (LCA) has accelerated in recent years, with numerous studies successfully adapting machine learning algorithms to support various stages of LCA. Despite this rapid…

人工智能 · 计算机科学 2026-02-27 Anastasija Mensikova , Donna M. Rizzo , Kathryn Hinkelman