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Applied Science Commons

Computer Science, Data, and AI

The definitive grey literature database for information at the forefront of technology—reports, white papers, blogs, and podcasts

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The fields of computer science, data science, and artificial intelligence (AI) are driving innovation across virtually every industry at unprecedented speed.

Computer Science, Data, and AI tracks and preserves critical reports, white and technical papers, podcasts, blogs, videos, and other content types—providing researchers with the information they need to understand the latest advancements and applications in these fields.

At a glance

1,000

organizations covered

500,000

items from 1995 to today and continually growing

Detail of wiring in a High Performance Computing (HPC) data center

Reshaping the future

With coverage of over 1,000 organizations—from leading corporations and research centers to major industry influencers—the collection offers a comprehensive resource unlike any other. It spans core technologies such as artificial intelligence (AI), machine learning, data science, natural language processing (NLP), and computer vision, while also delving into cutting-edge advancements like generative AI, digital twins, and federated learning. By bringing together both foundational knowledge and emerging innovations, Computer Science, Data, and IA provides unparalleled insights into the technologies that are pushing boundaries and reshaping the future.

Real-world impact

The collection emphasizes the practical applications of AI in areas such as healthcare, disaster response, and education, showcasing how emerging technologies can drive social impact and address real-world challenges. It also explores ethical considerations like AI governance and the importance of sustainable computing through energy-efficient solutions and green data centers.

Key Topics

  • Artificial intelligence and machine learning: Deep learning, reinforcement learning, explainable AI, and AI ethics

  • Data science and analytics: Data visualization, big data processing, and real-time analytics

  • Natural Language Processing (NLP): Language models, speech recognition, and text summarization

  • Computer vision: Image processing, object detection, and autonomous systems

  • Cybersecurity: Threat detection, cryptography, and privacy-preserving technologies

  • Quantum computing: Algorithms, applications in AI, and quantum cryptography

  • Cloud computing and edge computing: Distributed computing, serverless architecture, and IoT integration

  • Human-computer interaction (HCI): Usability design, augmented reality (AR), and virtual reality (VR)

  • Ethics and governance in AI: Fairness, accountability, bias reduction, and regulatory frameworks

  • Autonomous systems and robotics: Self-driving vehicles, drones, and collaborative robots

  • Internet of Things (IoT): Smart devices, sensor networks, and IoT security

  • Blockchain and decentralized systems: Smart contracts, distributed ledgers, and Web3 technologies

  • Digital twins and simulation: Real-time monitoring and predictive modeling

  • AI in healthcare: Predictive analytics, drug discovery, and personalized medicine

  • Sustainability and green computing: Energy-efficient algorithms and sustainable data centers

  • Generative AI: AI-generated content, creative AI, and applications in media

  • AI for social good: Applications in disaster response, education, and global health

  • Federated learning and Edge AI: Privacy-preserving collaborative learning

  • Advanced programming paradigms: Functional programming, concurrent programming, and algorithmic efficiency

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Content

Link to the Applied Science Commons bibliography. Select the "Computer Science, Data, and AI" tab.

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Get in touch

To collaborate with us on coverage, connect with our editor, Toby Green

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