Digital twinCOMSOL Continues Integration of Multiphysics Simulation and Digital Twins搜狐网 · 2dDigital twinVerification of Composed Digital Twins in Systems-of-SystemsarXiv API — полнотекстовый поиск "digital twin" · 2dDigital twinCOMSOL showcases multiphysics simulation for industrial digital twins中华网生活 · 3dDigital twinA Trans-Domain Digital Twin for Bio-Aware Climate and Energy Control in Cattle BarnsarXiv API — полнотекстовый поиск "digital twin" · 3dDigital twinDINIRS: Digital Twin for Individualized Treatment Effects of Respiratory SupportarXiv API — полнотекстовый поиск "digital twin" · 3dDigital twinMathWorks Unveils Digital Twin Workflow for Radar and Satellite Communicationst.cj.sina.cn · 5dDigital twinHanwha Develops BIM-Based Digital Twin for Building Energy Management매일경제 · 5dModellingIntegrated Co-Simulation Platform for Land Use, Transportation, and Building EnergyarXiv — Computational Engineering, Finance, and Science (cs.CE) · 5dForecastingPhysicsBench: Unified Benchmark for Generative and Predictive Models in EngineeringarXiv — Computational Engineering, Finance, and Science (cs.CE) · 5dForecastingCritical Weather Scenario Screening Using Weather-to-Voltage Predictive ModelingarXiv — Systems and Control (eess.SY) · 5dMarket & productsPalantir Loses FAA Deal but Commercial Growth AcceleratesTechora.ru · 5dDigital twinDifferentiable Digital Twin of a Telescope for Image ModelingarXiv API — полнотекстовый поиск "digital twin" · 5d
Digital Twin-Based Intrusion Detection for Vehicle CAN Bus
US & West ·
An intrusion detection system (IDS) for automotive CAN bus based on a digital twin is developed. An LSTM model with shared encoder was trained on real CAN log data from Hyundai/Kia to predict powertrain signals. The IDS detects attacks by discrepancies between predicted and observed behavior.
Why it matters
Shows application of digital twins for real-time cybersecurity, relevant for asset management and safety.
COMSOL is advancing integration of multiphysics simulation with digital twin technologies. This enables more accurate and comprehensive models for industrial and engineering applications.
The paper presents an approach to formal verification of digital twin (DT) qualities in systems-of-systems (SoS). The authors use a case study of a greenhouse SoS modeled in VDM-RT, with executable formal models and property-based account of DT qualities. Obstacles to composing these artifacts at the SoS level are analyzed.
COMSOL participated in a forum on industrial AI and digital twins, demonstrating the use of multiphysics simulation for digital transformation in industry. The company emphasized the role of simulation in creating digital twins of manufacturing processes.
