558 citations · 585 across the 6 of their papers we have counts for
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cs.CE2024★ 1 cited
A Layered Swarm Optimization Method for Fitting Battery Thermal Runaway Models to Accelerating Rate Calorimetry Data
Saakaar Bhatnagar, Andrew Comerford, Zelu Xu +4
Thermal runaway in lithium-ion batteries is a critical safety concern for the battery industry due to its potential to cause uncontrolled temperature rises and subsequent fires tha…
cs.CE2024★ 13 cited
Chemical Reaction Neural Networks for Fitting Accelerating Rate Calorimetry Data
Saakaar Bhatnagar, Andrew Comerford, Zelu Xu +3
As the demand for lithium-ion batteries rapidly increases there is a need to design these cells in a safe manner to mitigate thermal runaway. Thermal runaway in batteries leads to…
cs.CE2024★ 1 cited
Investigating the Surrogate Modeling Capabilities of Continuous Time Echo State Networks
Saakaar Bhatnagar
Continuous Time Echo State Networks (CTESNs) are a promising yet under-explored surrogate modeling technique for dynamical systems, particularly those governed by stiff Ordinary Di…