Search Results for author: Aviral Chharia

Found 4 papers, 0 papers with code

Recent Trends in Artificial Intelligence-inspired Electronic Thermal Management

no code implementations26 Dec 2021 Aviral Chharia, Nishi Mehta, Shivam Gupta, Shivam Prajapati

The rise of computation-based methods in thermal management has gained immense attention in recent years due to the ability of deep learning to solve complex 'physics' problems, which are otherwise difficult to be approached using conventional techniques.

Management

From Convolutions towards Spikes: The Environmental Metric that the Community currently Misses

no code implementations NeurIPS Workshop AI4Scien 2021 Aviral Chharia, Shivu Chauhan, Rahul Upadhyay, Vinay Kumar

Today, the AI community is obsessed with 'state-of-the-art' scores (80% papers in NeurIPS) as the major performance metrics, due to which an important parameter, i. e., the environmental metric, remains unreported.

Novel fuzzy approach to Antimicrobial Peptide Activity Prediction: A tale of limited and imbalanced data that models won’t hear

no code implementations NeurIPS Workshop AI4Scien 2021 Aviral Chharia, Rahul Upadhyay, Vinay Kumar

Antimicrobial peptides have gained immense attention in recent years due to their potential for developing novel antibacterial medicines, next-generation anti-cancer treatment regimes, etc.

Activity Prediction

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