
Keith Butler
1.8K posts

Keith Butler
@keeeto2000
Materials design data science. Futurist luddite. All opinions universal truths.




The result of the Manohar Parrikar Yuva Scientist Award 2025 is out. Happy to announce that the award has gone Dr. Sai Gautam Gopalakrishnan Associate Professor of Materials Engineering at the Indian Institute of Science (IISc), Bengaluru, where he leads a research group in computational materials science. This was the 3rd edition of this prestigious award. Applications were received from top research institutes across the country. There were 50 applicants out of which 10 were shortlisted for personal interview and after intense scrutiny by an expert committee headed by Dr. Anil Kakodkar the final recipient was selected. This award is a one of a kind initiative of the Government of Goa launched to motivate young scientific minds in Goa and across the Country to excel in Science and benefit humanity at a large scale. The award comprises of 5 lakhs rupees and a citation, which is currently the highest cash prize in science and technology in the country. The award will be presented at Manohar Parrikar Vigyan Mahotsav at NIO in December-2025





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Megalodon 🦈 grounds genAI for chemistry in physics: an E(3)‑equivariant transformer considers rotational symmetry while QM‑energy checks keep outputs within ~3 kcal/mol of xTB minima so that nearly every molecule is designed thermodynamically realistic. 🔥⚛️ Try it out today.👇 #AIForScience #DrugDiscovery






