Virtual Sensing

Latest papers 9

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  1. Underwater Navigation in Unsteady Flows Using Measurement Histories from a Single Sensing Unit

    Sep 22, 2026Linhao Jin, Qimin Feng, Peter Gunnarson +1Autonomous Underwater NavigationVirtual Sensing

  2. Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures

    Sep 16, 2026Jens U. Brandt, Noah C. Puetz, Alexander Windmann +4Cyber-Physical SystemsVirtual Sensing

  3. Low-Latency Activation-Regularized Sparse Neural Operators with Distillation Assistance Towards Real-Time Neuromorphic Virtual Sensing

    Aug 25, 2026William Howes, Farid Ahmed, Syed Bahauddin AlamActivation SparsityNeuromorphic Computing

  4. Virtual Temperature Sensors in Power Transformers Using Neural Ordinary Differential Equations

    Aug 13, 2026Berk Hadzhamolla, Alexander Johannes Stasik, Signe Riemer-SørensenPhysics-Informed MLNeural ODEs

  5. Bridging battery design and health assessment through virtual sensing and physics-informed learning

    Jul 18, 2026Wendi Guo, Søren Byg Vilsen, Daniel Ioan Stroe +4RUL EstimationMaterials Science

  6. Information Density as a Quantitative Measure for AI-enabled Virtual Sensing: Feasibility and Limits

    May 5, 2026Hrishikesh Dutta, Roberto Minerva, Reza Farahbakhsh +1Virtual Sensing

  7. Equation-Free Digital Twins for Nonlinear Structural Dynamics

    May 1, 2026Mohammad Mahdi Abaei, Ahmad BahooToroody, Arttu Polojärvi +4Koopman Operator LearningNonlinear System Identification

  8. PiGGO: Physics-Guided Learnable Graph Kalman Filters for Virtual Sensing of Nonlinear Dynamic Structures under Uncertainty

    Apr 29, 2026Marcus Haywood-Alexander, Gregory Duthé, Eleni ChatziPhysics-Informed MLVirtual Sensing

  9. Neuroscience Inspired Graph Operators Towards Edge-Deployable Virtual Sensing for Irregular Geometries

    Apr 17, 2026William Howes, Farid Ahmed, Kazuma Kobayashi +2Edge ComputingSpiking Neural Networks