OptimizationMathematical ModelingComputational MechanicsParticle-based solversGraphical Processing UnitStatistical LearningMachine LearningDeep LearningInterpretable AIGradient-only optimizationDiscontinuous loss functionsSurrogate modellingInverse problems and material characterisation
Topics:
Generative modelling - physics-based, hybrid, data-drivenGradient-only optimization - algorithms and applications for discontinuous loss functionsSurrogate modellingDigital twins - deep to physics-basedComputational mechanics - particle-based solvers for fluid, solids and granular materialsInverse problems and material characterisation
Titles:Dr
Names:Dr C Kat
Position:Senior Lecturer
Faculty:Engineering, Built Environment and Information Technology
Department:Mechanical and Aeronautical Engineering
Knowledge ManagementEnterprise ArchitectureDigital DisruptionDigital TransformationBig data managementKnowledge visualisationArtificial Intelligence for Knowledge Management (AI4KM)Knowledge Management for Development (KM4D)
Topics:
Knowledge exchange in organisation-outsource vendor relationships.Management of knowledge assets and knowledge visualisationEnterprise Architecture and the application of knowledge about the enterpriseThe impact of digital business models / exponential organisations on knowledge managementCombining knowledge in machines (Artificial Intelligence / Machine Learning) with knowledge in peoplBig data implications on knowledge managementIndustry 4.0 and big data management; disruptive technologies and business valueKnowledge production in Society 5.0User experience to human experience
Titles:Dr
Names:Dr EH Weilbach
Position:Senior Lecturer
Faculty:Engineering, Built Environment and Information Technology
Digital DisruptionDigital TransformationArtificial Intelligence in Education & BusinessIS Design; Design ThinkingBusiness AnalysisUser Experience (UX); Human Computer InteractionGenerative AI; chatbots (ChatGPT)
Topics:
The future of work in the age of digital disruptionIndustry 4.0; digital transformation in business; disruptive technologiesUX: Personalisation & User ProfilingHuman-AI CollaborationChatbots and Conversational InterfacesUsing AI to improve work-life
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