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Computation and AI: Next-Gen Materials Discovery
Manage episode 375096697 series 3356187
Discovering new materials with innovative properties is key for a sustainable future. In this episode, we discuss the integration of computation-based approaches and machine learning/AI in material science research with Dr. Abhishek Singh, a professor at the Indian Institute of Science and the Founder/CEO of SciDentAI.
Subscribe to TechSprouts, an initiative by Ankur Capital to decipher deep science innovations and build the ecosystem in India to bring disruptive technologies from lab to market.
Show notes:
(2:00) Overview of the trajectory of research in material science
(6:00) Introduction of computational techniques and machine learning in material science
(10:00) Impact of computation and machine learning on material science research
(14:00) Application of computational techniques in industry, particularly materials development
(17:00) Role of computational design in climate change mitigation efforts
(20:00) Examples of new materials discovered using computational design
(23:00) Discussion on the role of startups in the materials discovery space
(26:00) Explanation of hybrid scientific AI models and their applications
(29:00) SciDent AI
15 حلقات
Manage episode 375096697 series 3356187
Discovering new materials with innovative properties is key for a sustainable future. In this episode, we discuss the integration of computation-based approaches and machine learning/AI in material science research with Dr. Abhishek Singh, a professor at the Indian Institute of Science and the Founder/CEO of SciDentAI.
Subscribe to TechSprouts, an initiative by Ankur Capital to decipher deep science innovations and build the ecosystem in India to bring disruptive technologies from lab to market.
Show notes:
(2:00) Overview of the trajectory of research in material science
(6:00) Introduction of computational techniques and machine learning in material science
(10:00) Impact of computation and machine learning on material science research
(14:00) Application of computational techniques in industry, particularly materials development
(17:00) Role of computational design in climate change mitigation efforts
(20:00) Examples of new materials discovered using computational design
(23:00) Discussion on the role of startups in the materials discovery space
(26:00) Explanation of hybrid scientific AI models and their applications
(29:00) SciDent AI
15 حلقات
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