Reverse-engineering of rechargeable disposable vapes that include a small color TFT LCD (Raz/Kraze/etc.)
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May 6, 2025 - Python
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li-ion
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cideMOD solves DFN physicochemical equations by Finite Element methods using FEniCS library. It enables doing physics-based battery simulations with a wide variety of use cases, from different drive cycles to studies of the SEI growth under storage conditions. Thermal and degradation models can be used to obtain more realistic predictions.
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Jun 19, 2024 - Python
Neural ODE-based State of Charge (SOC) estimation for Li-ion batteries using the NASA Battery Dataset. Built as a weekend project to explore learned dynamics for battery modeling, with visualizations designed for engineering audiences.
python battery time-series jupyter jupyter-notebook regression pytorch dynamical-systems li-ion adjoint-method neural-ode torchdiffeq physics-informed scientific-ml soc-estimation state-of-charge nasa-battery-dataset battery-modeling latent-ode
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Mar 9, 2026 - Python
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