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management science

GeneTech 知识引擎共收录 121 篇相关科研实体，横跨 17 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• A five-Step AI-Information problem solving (AI-IPS) model for critical, ethical, and responsible usage
  2026 · AI 安全与对齐 · The rapid advancement of generative artificial intelligence (AI) has fundamentally reshaped information problem-solving (IPS), creating a need for new frameworks in academic and professional contexts. This study proposes…
• Algorithmic Sustainability: Governance Conditions for AI-Driven Environmental Decision-Making
  2026 · AI 安全与对齐 · Environmental governance is no longer shaped only by expert judgement or statutory procedure. In recent years, algorithmic systems have begun to mediate how data are interpreted, to shape the scoring of risk, and to infl…
• Artificial Intelligence in Literature Review Synthesis: A Step-by-Step Methodological Approach for Researchers and Academics
  2026 · AI 安全与对齐 · The integration of artificial intelligence (AI) in literature reviews aims to transform research by potentially automating processes, enhancing rigour, and improving quality. The study proposes a structured step-by-step …
• Generative AI for Sustainable Product Design: A Technology Convergence Framework Integrating Multi‐Objective Optimisation and Smart Manufacturing
  2026 · AI 安全与对齐 · ABSTRACT The accelerating adoption of generative artificial intelligence (AI) is reshaping sustainable product design, yet current research remains fragmented across computational design, multi‐objective optimisation, an…
• Generative artificial intelligence for literature reviews
  2026 · 医疗人工智能 · Generative artificial intelligence (GenAI), based on large-language models (LLMs), such as ChatGPT, has taken organizations, academia, and the public by storm. In particular, impressive GenAI capabilities such as summari…
• Managing Conflict of Interest in Clinical Practice Guidelines With Artificial Intelligence: Insights From Large Language Models and Beyond
  2026 · 医疗人工智能 · BACKGROUND: Conflict of interest (COI) management is critical for ensuring the scientific integrity and fairness of clinical practice guidelines (CPGs). Large language models (LLMs) have great potential in strengthening …
• Foundation models for brain imaging: A systematic review
  2026 · 仿生智能 · Foundation models (FMs), large neural networks pretrained on extensive and diverse datasets, have revolutionized artificial intelligence and demonstrated significant promise in medical imaging by enabling robust performa…
• A Systematic Review of Green and Sustainable AI: Taxonomy, Metrics, Challenges, and Open Research Directions
  2026 · 碳中和与 CCUS · Due to the recent rapid development of artificial intelligence (AI) and its expanding impact on the planet, green and sustainable AI research has increasingly gained attention. This systematic literature review searches …
• Toward LLM-agent-based modeling of transportation systems: A conceptual framework
  2025 · AI Agent 生态 · In transportation system demand modeling and simulation, agent-based models and microsimulations are current state-of-the-art approaches. However, existing agent-based models still have some limitations on behavioral rea…
• Unveiling New Horizons: AI-Driven Decision Support Systems in HRM - A Novel Bibliometric Perspective
  2025 · AI 安全与对齐 · The integration of Artificial Intelligence (AI)-driven Decision Support Systems (DSS) in Human Resources Management (HRM) has become crucial for optimizing workforce management and enhancing decision-making processes. Th…
• Beyond Quantification: Navigating Uncertainty in Professional AI Systems
  2025 · AI 安全与对齐 · Abstract The growing integration of large language models across professional domains transforms how experts make critical decisions in healthcare, education, and law. While significant research effort focuses on getting…
• Teachers’ perspectives on AI integration in K-12 education: challenges, opportunities, and preliminary assessment model – a systematic review
  2025 · AI 安全与对齐 · The integration of Artificial Intelligence (AI) into K-12 education holds significant promise for transforming teaching and learning processes. Central to this transformation are teachers’ perspectives, which play a key …
• Statistical Foundations of Generative AI for Optimal Control Problems in Power Systems: Comprehensive Review and Future Directions
  2025 · AI 安全与对齐 · With the rapid advancement of deep learning, generative artificial intelligence (Gen-AI) has emerged as a powerful tool, unlocking new prospects in the power systems sector. Despite the evident success of these methods a…
• Developing Problem-Solving Skills to Support Sustainability in STEM Education Using Generative AI Tools
  2025 · AI 安全与对齐 · This paper presents a novel, multi-stage modelling approach for integrating Generative AI (GenAI) tools into design-based STEM education, promoting sustainability and 21st-century problem-solving skills. The proposed met…
• All Eyez on AI: A Roadmap for Science Communication Research in the Age of Artificial Intelligence
  2025 · AI 驱动科学发现 · Artificial Intelligence (AI) is profoundly reshaping the field of science communication research. We conducted a literature review of 35 articles published between 2002 and 2024, which reveals that research on AI in scie…
• Origins of life: the possible and the actual.
  2025 · 地外矿物 · The questions of how life forms, whether life is an inevitable outcome and how diverse its presentation could be remain some of the most profound in science. Investigations into the origin of life confront key issues suc…
• Physics-Informed Neural Networks: A Review of Methodological Evolution, Theoretical Foundations, and Interdisciplinary Frontiers Toward Next-Generation Scientific Computing
  2025 · 生物计算 · Physics-informed neural networks (PINNs) have emerged as a transformative methodology integrating deep learning with scientific computing. This review establishes a three-dimensional analytical framework to systematicall…
• A Review of Multi-Criteria Decision-Making (MCDM) Applications to Solve Energy Management Problems From 2010-2025: Current State and Future Research
  2025 · 生物计算 · Energy management is a critical challenge in the global effort to achieve sustainability, improve efficiency, and balance economic and environmental priorities. Multi-Criteria Decision-Making (MCDM) techniques have emerg…
• Challenges and opportunities in uncertainty quantification for healthcare and biological systems
  2025 · 生物计算 · Uncertainty quantification (UQ) is an essential aspect of computational modelling and statistical prediction. Multiple applications, including geophysics, climate science and aerospace engineering, incorporate UQ in the …
• Advances in surrogate modeling for biological agent-based simulations: trends, challenges, and future prospects
  2025 · 生物计算 · Agent-based modeling (ABM) is a powerful computational approach for studying complex biological and biomedical systems, yet its widespread use remains limited by significant computational demands. As models become increa…
• Artificial Intelligence in the Service of Medicine: Current Solutions and Future Perspectives, Opportunities, and Challenges.
  2025 · 医疗人工智能 · Objective: This article aims to identify the opportunities and risks of Artificial Intelligence tools (AIT) applied to clinical practice, while also reflecting on their impact on the doctor-patient relationship. Material…
• Unlocking the Potential of Artificial Intelligence in Pharma Research and Development: Insights from Investor and Researcher Perspectives
  2025 · 医疗人工智能 · The integration of artificial intelligence into drug discovery processes represents a major innovation in pharmaceutical research and development. This study investigates the role of AI investments in enhancing research …
• AI policy in healthcare: a checklist-based methodology for structured implementation
  2025 · 医疗人工智能 · INTRODUCTION: Artificial Intelligence (AI) is transforming anaesthesia and intensive care medicine, enhancing diagnostic precision, workflow efficiency, and patient safety. However, deploying AI in high-acuity environmen…
• Artificial Intelligence in Cosmetic Formulation: Predictive Modeling for Safety, Tolerability, and Regulatory Perspectives
  2025 · 医疗人工智能 · Artificial intelligence (AI) and machine learning (ML) are increasingly transforming the landscape of cosmetic formulation, enabling the development of safer, more effective, and personalized products. This article explo…
• A Practical Guide to Evaluating Artificial Intelligence Imaging Models in Scientific Literature
  2025 · 医疗人工智能 · Objective: Recent advances in artificial intelligence (AI) are revolutionizing ophthalmology by enhancing diagnostic accuracy, treatment planning, and patient management. However, a significant gap remains in practical g…
• The impact of artificial intelligence-driven simulation on the development of non-technical skills in medical education: a systematic review
  2025 · 医疗人工智能 · PURPOSE: Artificial intelligence (AI)-driven simulation is an emerging approach in healthcare education that enhances learning effectiveness. This review examined its impact on the development of non-technical skills amo…
• Neuroscience implementation and neuromanagement development in Russia
  2025 · 脑科学 · The purpose of the study is to consider an innovative project manage ment methodology such as neuromanagement. The research methods used are a scientific literature review, information analysis, generalization, and syste…
• Digital twins in renewable energy systems: A comprehensive review of concepts, applications, and future directions
  2025 · 数字孪生 · Digital Twin (DT) technologies are rapidly transforming the design, operation, and lifecycle management of renewable energy systems. This systematic review investigates DT applications across four major renewable energy …
• From Local to Global Perspective in AI-Based Digital Twins in Healthcare
  2025 · 数字孪生 · Digital twins (DTs) powered by artificial intelligence (AI) are becoming important transformational tools in healthcare, enabling real-time simulation and personalized decision support at the patient level. The aim of th…
• Metamodeling Approach to Sociotechnical Systems’ External Context Digital Twins Building: A Higher Education Case Study
  2025 · 数字孪生 · Sociotechnical systems (STSs) are generally assumed to be systems that incorporate humans and technology, strongly depending on a sustainable equilibrium between the following nondeterministic social context ingredients:…
• Model‐Driven Engineering for Digital Twins: Opportunities and Challenges
  2025 · 数字孪生 · ABSTRACT Digital twins are increasingly used across a wide range of industries. Modeling is a key to digital twin development—both when considering the models which a digital twin maintains of its real‐world complement (…
• Harnessing technological resources for effective growth hacking: A mixed-method framework using systematic literature review, content analysis, and multi-layer decision-Making
  2025 · 数字孪生 · The rise of Industry 4.0′s digital transformations has revolutionised organisational practices and significantly influenced analysis methods. One effective strategy affected by smart technologies is growth hacking. Growt…
• Artificial Intelligence Driven Applications in Analytical Chemistry, Drug Discovery, and Food Science: Advancements, Outlook, and Challenges
  2025 · 具身智能 · Abstract Artificial intelligence (AI) has grown widely into diverse areas of research over the last decade. Publications distributed over the years disclose that biochemistry and analytical chemistry are incorporating AI…
• Quantum federated learning: a comprehensive literature review of foundations, challenges, and future directions
  2025 · 量子计算 · Abstract Federated learning (FL) is a recent technique that emerged to handle the vast amount of training data needed in machine learning algorithms while fulfilling data owners’ privacy challenges in such scenarios. Sim…
• Guidelines for Bibliometric‐Systematic Literature Reviews: 10 steps to combine analysis, synthesis and theory development
  2024 · AI 安全与对齐 · Abstract The steady increase in academic production has been paralleled by a surge in the number of bibliometric and systematic literature reviews (SLRs) published. Over the years, scholars began to combine bibliometric …
• Acceptance of artificial intelligence in university contexts: A conceptual analysis based on UTAUT2 theory
  2024 · AI 安全与对齐 · This systematic review examined, through the UTAUT2 model, the factors influencing the acceptance of artificial intelligence (AI) applications in university contexts. A total of 50 scientific texts published between 2018…
• KTO: Model Alignment as Prospect Theoretic Optimization
  2024 · AI 安全与对齐 · Kahneman & Tversky's $\textit{prospect theory}$ tells us that humans perceive random variables in a biased but well-defined manner (1992); for example, humans are famously loss-averse. We show that objectives for alignin…
• Artificial Intelligence for Improved Health Management: Application, Uses, Opportunities, and Challenges-A Systematic Review
  2024 · AI 安全与对齐 · Aims: This study aims to provide a comprehensive overview of the role of artificial intelligence (AI) and machine learning (ML) in various domains, particularly healthcare, and its implications for international developm…
• Large language model to multimodal large language model: A journey to shape the biological macromolecules to biological sciences and medicine
  2024 · 生物计算 · After ChatGPT was released, large language models (LLMs) became more popular. Academicians use ChatGPT or LLM models for different purposes, and the use of ChatGPT or LLM is increasing from medical science to diversified…
• Exploring the Role of Artificial Intelligence and Machine Learning in Pharmaceutical Formulation Design
  2024 · 医疗人工智能 · The integration of Artificial Intelligence (AI) and Machine Learning (ML) into pharmaceutical formulation design has brought about a significant transformation, opening up new avenues for innovation and operational effic…
• Artificial general intelligence in industry 4.0, 5.0, and society 5.0: Applications, opportunities, challenges, and future direction
  2024 · 医疗人工智能 · Artificial General Intelligence (AGI) is a giant step ahead of narrow Artificial Intelligence (AI), and in a wonder-form, it can really revolutionize Industry 4.0, 5.0, and Society 5.0. For instance, in Industry 4.0, AGI…
• Explainable Artificial Intelligence for Medical Applications: A Review
  2024 · 医疗人工智能 · The continuous development of artificial intelligence (AI) theory has propelled this field to unprecedented heights, owing to the relentless efforts of scholars and researchers. In the medical realm, AI takes a pivotal r…
• From Theory to Practice: A Holistic Study of the Application of Artificial Intelligence Methods and Techniques in Higher Education and Science
  2024 · 医疗人工智能 · This study endeavors to conduct an exhaustive analysis of the integration of artificial intelligence (AI) into educational and scientific practices, and to elucidate potential pathways for progress in this domain. It inv…
• A survey of explainable artificial intelligence in healthcare: Concepts, applications, and challenges
  2024 · 医疗人工智能 · Explainable AI (XAI) has the potential to transform healthcare by making AI-driven medical decisions more transparent, reliable, and ethically compliant. Despite its promise, the healthcare sector faces several challenge…
• Generative artificial intelligence and ethical considerations in health care: a scoping review and ethics checklist
  2024 · 医疗人工智能 · The widespread use of Chat Generative Pre-trained Transformer (known as ChatGPT) and other emerging technology that is powered by generative artificial intelligence (GenAI) has drawn attention to the potential ethical is…
• Planning for implementation success: insights from conducting an implementation needs assessment
  2024 · 碳中和与 CCUS · AIM: The aim of this paper is to provide insights into conducting an implementation needs assessment using a case example in a less-research-intensive setting. DESIGN AND METHODS: In the case example, an implementation n…
• A Bibliometric Analysis and Overall Review of the New Technology and Development of Unmanned Surface Vessels
  2024 · 深海科技 · With the significant role that Unmanned Surface Vessels (USVs) could play in industry, the military and the transformation of ocean engineering, a growing research interest in USVs is attracted to their innovation, new t…
• A Comprehensive Survey on Embodied Intelligence: Advancements, Challenges, and Future Perspectives
  2024 · 具身智能 · Embodied Intelligence, which integrates physical interaction capabilities with cognitive computation in real-world scenarios, provides a promising path to achieve Artificial General Intelligence (AGI). Recently, the land…
• Exploration of compatibility rules and discovery of active ingredients in TCM formulas by network pharmacology
  2024 · 中医药工具 · Network pharmacology is an interdisciplinary field that utilizes computer science, technology, and biological networks to investigate the intricate interplay among compounds/ingredients, targets, and diseases. Within the…
• INTEGRATING ARTIFICIAL INTELLIGENCE IN STRATEGIC BUSINESS DECISION-MAKING: A SYSTEMATIC REVIEW OF PREDICTIVE MODELS
  2023 · AI 安全与对齐 · Artificial Intelligence (AI) integration into strategic business decision-making has emerged as a transformative force, reshaping how organizations navigate complexity, uncertainty, and long-term planning. This systemati…
• Analysing the Impact of Artificial Intelligence and Computational Sciences on Student Performance: Systematic Review and Meta-analysis
  2023 · 医疗人工智能 · Abstract Artificial intelligence (AI) and computational sciences have aroused a growing interest in education. Despite its relatively recent history, AI is increasingly being introduced into the classroom through differe…
• Artificial Intelligence in Engineering
  2023 · 医疗人工智能 · Artificial intelligence (AI) has moved past its primitive stages and is now poised to revolutionize various fields, making it a disruptive technology. This technology is expected to completely transform traditional engin…
• A systematic literature review of artificial intelligence in the healthcare sector: Benefits, challenges, methodologies, and functionalities
  2023 · 仿生智能 · Administrative and medical processes of the healthcare organizations are rapidly changing because of the use of artificial intelligence (AI) systems. This change demonstrates the critical impact of AI at multiple activit…
• Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review
  2023 · 碳中和与 CCUS · The recent advancements made in the realms of Artificial Intelligence (AI) and Artificial Intelligence of Things (AIoT) have unveiled transformative prospects and opportunities to enhance and optimize the environmental p…
• Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review
  2023 · 深海科技 · The recent advancements made in the realms of Artificial Intelligence (AI) and Artificial Intelligence of Things (AIoT) have unveiled transformative prospects and opportunities to enhance and optimize the environmental p…
• Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review
  2023 · 数字孪生 · The recent advancements made in the realms of Artificial Intelligence (AI) and Artificial Intelligence of Things (AIoT) have unveiled transformative prospects and opportunities to enhance and optimize the environmental p…
• Framework for understanding quantum computing use cases from a multidisciplinary perspective and future research directions
  2023 · 量子计算 · Recently, there has been increasing awareness of the tremendous opportunities inherent in quantum computing (QC). Specifically, the speed and efficiency of QC will significantly impact the Internet of Things, cryptograph…
• Advancing Decision-Making through AI-Human Collaboration: A Systematic Review and Conceptual Framework
  2026 · AI 安全与对齐 · Abstract The interplay between humans and artificial intelligence (AI) in decision-making has become increasingly intricate and significant. Despite rapid advancements, the literature remains fragmented, with limited int…
• Explainable Generative AI: A Two-Stage Review of Existing Techniques and Future Research Directions
  2026 · AI 安全与对齐 · Generative Artificial Intelligence (GenAI) models produce increasingly sophisticated outputs, yet their underlying mechanisms remain opaque. To clarify how explainability is conceptualized and implemented in GenAI resear…
• Artificial Intelligence in Analytical Chemistry: Towards Yet Undiscovered Opportunities
  2026 · AI 安全与对齐 · Artificial intelligence (AI) has become deeply embedded in analytical chemistry, supporting data processing, chemometric modeling, and experimental design. Yet, its potential can be extended far beyond these familiar app…

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