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Venkat Srinivasan on Muck Rack

Venkat Srinivasan

Westwood
As seen in: Nature, The Atlantic, Scientific American, Slate, ACS Publications, Mint, MIT Technology Review, The Hindu, VentureBeat, Science Magazine and
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Articles

Framework for digital synthesis of battery electrode microstructure using inverse generative machine learning algorithm

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By Kyu Taek Cho, Venkat Srinivasan, Sragwin Nitturi
| Nature Verified
Abstract The microstructure of electrodes in lithium-ion batteries strongly influences the transport and electrochemical behavior of reactive species, ultimately affecting overall battery performance. While numerous studies have investigated how variations in electrode microstructure influence cell behavior, research aimed at directly generating electrode microstructure images from target performance inputs remains limited.
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Collaborative supply chain innovation

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By Venkat Srinivasan
| Supply Chain Management Review Verified
Breakthrough operational and supply chain innovations have traditionally remained siloed within individual companies—despite the clear benefits for all participants and the broader industry. A recent study by McKinsey & Company estimates that nearly $300 billion per year is invested in R&D related to supply chain innovation.
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Semiconductor Industry Outlook 2025

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By Venkat Srinivasan, Vanishree Kavi Mahesh, Peter van Herrewegen
| Infosys
The semiconductor industry is projected to reach approximately $697 billion in 2025, marking an 11% year-over-year increase, driven by strong demand in data centers and AI technologies. Semiconductor companies are expected to allocate around $185 billion to capital expenditures in 2025 to expand manufacturing capacity by 7% amid rising demand.
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