S2, EP6 - Dr. Prith Banerjee - ANSYS CTO

In this episode of the Neil Ashton Podcast, Dr. Prith Banerjee, CTO of Ansys, shares his extensive journey from academia to the corporate world, discussing the interplay between academia and industry, the role of startups in innovation, and the transformative potential of AI and ML in simulation. He emphasizes the importance of solving real-world problems and the need for collaboration between academia, startups, and large corporations to foster disruptive innovation. He discusses innovative business models for data sharing, the intersection of data-driven and physics-informed approaches, the role of open source in AI innovation, the potential of foundational models in computer-aided engineering (CAE), the future of quantum computing in simulation, and offers advice for aspiring innovators and entrepreneurs. He emphasizes the importance of collaboration, data governance, and the need for interdisciplinary approaches to solve complex problems in engineering and technology. Dr. Banerjee's book - The Innovation factory: https://www.amazon.com/Innovation-Factory-Prith-Banerjee-PH/dp/B0B7LZPDZW Youtube version of this episode: https://youtu.be/9Ic5xgJt6BQ Chapters 00:00 Introduction to the Podcast and Guest 05:18 Dr. Prith Banerjee's Journey: From Academia to CTO 09:10 The Role of Academia, Startups, and Industry 17:22 Advice for Startups: Motivation and Market Sizing 24:04 The Impact of AI and ML on Simulation 35:07 Future of AI in Physics and Simulation 36:10 The Power of Data in AI Models 40:33 Incentivizing Data Sharing for Better Models 42:55 Physics-Driven vs Data-Driven Approaches 47:30 The Role of Open Source in AI Innovation 52:06 Foundational Models and Simulation Data 58:22 The Future of CAE and Quantum Computing 01:06:29 Advice for Aspiring Innovators Keywords Neil Ashton, Prith Banerjee, CAE, AI, ML, simulation, academia, startups, industry, innovation, AI, data sharing, physics-driven, open source, foundational models, quantum computing, CAE, simulation, innovation, engineering Full episode, corrected transcript and resources: https://neilashton.co.uk/podcasts/s2-e6-dr-prith-banerjee-ansys-cto/