Keval Chandrakant Nikam on Muck Rack

Keval Chandrakant Nikam

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A transformer guided multi modal learning framework for predictive and causal assessment of thermal runaway in high energy batteries - Scientific Reports

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By Sameer Sheshrao Gajghate, Muhamad Mat Noor, Subhash Kumar, Premendra Janardan Bansod, Sagar Shelare, Laxmikant Jathar, Keval Chandrakant Nikam
| Nature
Abstract Machine Learning approaches from the present state either use unimodal data, unable to model elegant long spatial-temporal dependencies in warning systems or create early warning response datasets with limited quantitative interpretability sets. To address these shortcomings, this work introduces T-RUNSAFE, a multi-pronged, machine learning-based predictive prototype for thermal runaway assessment.
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