A developer fixed a 7B-parameter language model's failure to handle multi-call comparisons in a battery simulation agent by collapsing comparison logic into single-call tools. The agent, backed by qwe…
An engineer built an agentic assistant for battery engineering that pairs a physics-based digital twin with a local 7B language model, but found the small model struggled with multi-step tool orchestr…
Researchers have developed BattVAE-GP, a hybrid framework that blends physics-based simulations with probabilistic learning to predict lithium-ion battery degradation more efficiently. The model uses …
Researchers propose BattVAE-GP, a hybrid physics-probabilistic learning framework that uses a Variational Autoencoder and sparse multitask Gaussian process to model long-horizon lithium-ion battery de…