Construction with digital twin information systems

Rafael Sacks, Ioannis Brilakis, Ergo Pikas, +2

Data-Centric Engineering

Construction Project ManagementEngineeringArchitectural EngineeringDigital TwinningSmart Manufacturing +21

Universal Digital Twin - A Dynamic Knowledge Graph

Jethro Akroyd, Sebastian Mosbach, Amit Bhave, +1

Data-Centric Engineering

EngineeringCollective KnowledgeSemantic TechnologyDigital TwinningIntelligent Systems +22

Digital twin of an urban-integrated hydroponic farm

Melanie Jans-Singh, Kathryn Leeming, Ruchi Choudhary, +1

Data-Centric Engineering

HydroponicsPrecision AgricultureEnvironmental MonitoringEngineeringLand Use +20

Digital twinning of self-sensing structures using the statistical finite element method

Eky Febrianto, Liam Butler, Mark Girolami, +1

Data-Centric Engineering

Self-sensing StructuresEngineeringStructural DynamicsDigital TwinningMechanical Engineering +17

Poisson CNN: Convolutional neural networks for the solution of the Poisson equation on a Cartesian mesh

Ali Girayhan Özbay, Arash Hamzehloo, Sylvain Laizet, +3

Data-Centric Engineering

Poisson CnnGeometric LearningConvolutional Neural NetworkEngineeringMachine Learning +15

Scalable algorithms for physics-informed neural and graph networks

Khemraj Shukla, Mengjia Xu, Nathaniel Trask, +1

Data-Centric Engineering

Artificial IntelligenceEngineeringMachine LearningNeural Networks (Machine Learning)Complex Systems +16

Mean flow reconstruction of unsteady flows using physics-informed neural networks

Lukasz Sliwinski, Georgios Rigas

Data-Centric Engineering

AeroacousticsUnsteady FlowEngineeringData ScienceReynolds Stresses +13

Data-driven sparse reconstruction of flow over a stalled aerofoil using experimental data

Douglas Carter, Francis De Voogt, Renan Soares, +1

Data-Centric Engineering

AeroacousticsEngineeringData-driven Sparse ReconstructionLinear ReconstructionsFluid Mechanics +15

Development of a digital twin operational platform using Python Flask

Matthew S. Bonney, Marco de Angelis, Mattia Dal Borgo, +4

Data-Centric Engineering

EngineeringDigital TwinningNetwork ComputingGateway (Telecommunications)Digital Twin Concept +15

Parametrized polyconvex hyperelasticity with physics-augmented neural networks

Dominik K. Klein, Fabian Roth, Iman Valizadeh, +1

Data-Centric Engineering

Convexity ConditionsEngineeringMachine LearningMechanical EngineeringStructural Optimization +17