AI for Critical Infrastructure systems: Ep40: Dr Francesco Leofante & Mary Cleary скачать в хорошем качестве

AI for Critical Infrastructure systems: Ep40: Dr Francesco Leofante & Mary Cleary

Can AI help us build resilience into the energy grid, even in the face of unforeseen challenges? Host Dr Francesco Leofante, a research affiliate of the Centre for eXplainable AI at Imperial Guest Mary Cleary, Vice president at Neara Today's Topics; Challenges in modelling AI for a critical infrastructure Major applications for grid resilience Repairing models for policy and regulators and New opportunities in AI Timecodes & Chapters 00:00 - Introduction to the Energy Futures Podcast 01:13 - Grid Resilience Applications 01:38 - Meet the Host and Topic: Francesco Leofante on AI for Critical Infrastructure 02:27 - Meet the Guest: Mary Cleary from Neara 03:41 - What is a Physics-Enabled Digital Twin? 04:05 - Role of AI in Classifying Infrastructure Data 08:11 - Counterfactual Reasoning and Scenario Simulation 09:25 - Challenges of Data Collection in the Energy Sector 12:17 - Cost of Training AI Models and Opportunity Costs 14:44 - AI Safety and Explainability in Critical Systems 16:22 - Regulatory Challenges and Transparency 22:56 - Privacy and Cybersecurity Considerations 24:58 - Policy Recommendations and the Need for Guidance 29:04 - AI for Extreme Weather Prediction and Infrastructure Stress Testing 43:00 - Closing Remarks and Reflections on AI’s Role in Energy Francesco's links Imperial Profile link - https://profiles.imperial.ac.uk/f.leo... Linked In link -   / francescoleofante   Mary's link LinkedIn link -   / mary-cleary-71212423   Additional Links Neara webpage link - https://neara.com Centre for eXplainable AI link - https://www.imperial.ac.uk/explainabl...