Artificial Intelligence Lifecycle

Latest papers 32

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  1. Exposing the Cost of Deep Learning Audio Development

    Oct 1, 2026Constance Douwes, Paul Magron, Romain SerizelNeural AudioEnergy Consumption

  2. Beyond State-of-the-Art: Standardising Environmental Impact Metrics for AI Research

    Oct 1, 2026Lachlan McGinness, Dan Pagendam, Robert OffnerArtificial Intelligence LifecycleArtificial Intelligence Infrastructure

  3. ADPTNet: Adaptive with Prescriptive Timescales Non-Linear SSM for Sequence Modelling

    Sep 27, 2026Matei-Ioan Stan, Oliver RhodesNeuromorphic ComputingSpiking Neural Networks

  4. From Grey-Box to Green-Box: When can Physics-Informed Machine Learning Reduce Carbon Footprints in Structural Health Monitoring?

    Sep 27, 2026Daisy R. Bradley, Nathan A. Hinchliffe, Daniel J. Pitchforth +2Physics-Informed LearningArtificial Intelligence Lifecycle

  5. The Gold in Bias: Maturing the AI Design Process through Verification

    Sep 24, 2026Samira Maghool, Paolo CeravoloTrustworthy Artificial IntelligenceArtificial Intelligence Lifecycle

  6. A Game-Theoretic Framework for Incentive-Compatible AI training Under Renewable-Energy Constraints

    Sep 14, 2026Konstantinos Varsos, Ramin Khalili, Adamantia Stamou +2Artificial Intelligence LifecycleEnergy Consumption

  7. A Checklist to assess the energy and carbon impacts of ML/AI applications in Earth System Modeling

    Sep 1, 2026Filippo Dainelli, Amirpasha Mozaffari, Marina Castaño +5Artificial Intelligence LifecycleCarbon Emissions

  8. SuperNeuroMAT: An Efficient Matrix-based Simulator for Spiking Neural Networks

    Aug 9, 2026Prasanna Date, Kevin Zhu, Shruti Kulkarni +12Spiking Neural NetworksNeuromorphic Computing

  9. Towards Sustainable Artificial Intelligence: A Comprehensive Review and Comparative Analysis of Deep Learning Models' Carbon Footprint

    Aug 7, 2026Samar Garrab, Sarra Boughriou, Manel BenSassiArtificial Intelligence LifecycleCarbon Emissions

  10. Bridging Artificial Intelligence and Power Systems Education Using a Hands-On Executable Framework

    Aug 3, 2026Junjie Yin, Buxin She, Xinyu Feng +2Artificial Intelligence LifecyclePower Systems

  11. CN101 - A Digital Thermodynamic Computer for Generative AI

    Aug 1, 2026Lars Holdijk, Denis Melanson, Zier Mensch +14ThermodynamicsGenerative Artificial Intelligence

  12. Towards Trustworthy Physical AI: From Theory to Practice Across Life Cycle

    Jul 24, 2026Wang Yang, Hongxuan Liu, Xinghui Xu +29Artificial Intelligence GovernanceGovernance

  13. WattLayer: Get Layers Right to Estimate Inference Energy of Neural Networks

    Jun 26, 2026Adrien Sardi, Marie-Line Alberi Morel, Sara Alouf +2Energy ConsumptionArtificial Intelligence Lifecycle

  14. LCAi: Life Cycle Assessment with big data fusion and retrieval-augmented generation-assisted interpretation

    Jun 25, 2026Georgios Tsironis, Juan D. Medrano-Garcia, Gonzalo Guillen-GosalbezArtificial Intelligence LifecycleLifecycle

  15. From RAN Control to Agentic Intelligence: Architecture and Vision for Energy Efficient AI-RAN

    Jun 20, 2026Sabrine Aroua, Alexis I. Aravanis, Ilias Chatzistefanidis +7Open Radio Access NetworksArtificial Intelligence Lifecycle

  16. A3C3: AI Algorithm and Accelerator Co-design, Co-search, and Co-generation

    Jun 18, 2026Selin Yildirim, Yingbing Huang, Deming ChenHardware EfficiencyNeural Architecture Search

  17. From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot

    Jun 9, 2026Nitish Patkar, Pooja Rani, Jack Glässer +2Interaction DesignArtificial Intelligence Lifecycle

  18. Assessing the Energy and Carbon Emissions of Neural Speaker Verification Model in Training and Inference

    Jun 6, 2026Hugo Leguillier, Driss Matrouf, Guillaume Lechien +1Automatic Speaker VerificationSpeaker

  19. Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment

    May 31, 2026Jared Fernandez, Clara Na, Yonatan Bisk +2Artificial Intelligence LifecycleArtificial Intelligence Evaluation

  20. dashi: A Python library for Dataset Shift Characterization to Support Trustworthy AI Development and Deployment

    May 29, 2026David Fernández-Narro, Pablo Ferri, Ángel Sánchez-García +2Cross-Dataset BenchmarkArtificial Intelligence Lifecycle

  21. TRAM: Training Approximate Multiplier Structures for Low-Power AI Accelerators

    May 6, 2026Chang Meng, Hanyu Wang, Yuyang Ye +3Matrix MultiplicationArtificial Intelligence Lifecycle

  22. Gypscie: A Cross-Platform AI Artifact Management System

    Apr 11, 2026Fabio Porto, Eduardo Ogasawara, Gabriela Moraes Botaro +4Artificial Intelligence LifecycleTaxonomy-Driven Dataflow Model

  23. EcoFair: Energy-Efficient Inference Routing for Edge AI under Data Degradation

    Mar 27, 2026Mostafa Anoosha, Dhavalkumar Thakker, Kuniko Paxton +4Artificial Intelligence LifecycleArtificial Intelligence Systems

  24. Power Couple? AI Growth and Renewable Energy Investment

    Mar 8, 2026Luyi Gui, Tinglong DaiArtificial Intelligence LifecycleCarbon Emissions

  25. ECHO: A Participatory Framework for Bias-Anchored AI Harm Anticipation

    Nov 27, 2025Nicoleta Tantalaki, Sophia Vei, Athena VakaliEthicsHarms

  26. Energy-Efficient Federated Learning via Adaptive Encoder Freezing for MRI-to-CT Conversion: A Green AI-Guided Research

    Nov 25, 2025Ciro Benito Raggio, Lucia Migliorelli, Nils Skupien +6Federated LearningArtificial Intelligence Lifecycle

  27. A Vision Toward Energy-Efficient Domain-Specific Artificial Intelligence Models and Agents

    Oct 24, 2025Abhijit Chatterjee, Niraj K. Jha, Jonathan D. Cohen +6Artificial Intelligence LifecycleArtificial Intelligence Systems

  28. The Environmental Impacts of Language Model Training Keep Rising Now is the Time to Catch Impacts on the Rebound

    Oct 10, 2025Clément Morand, Anne-Laure Ligozat, Aurélie NévéolLarge Language Model TrainingArtificial Intelligence Lifecycle