lithium-ion battery
PulseAugur coverage of lithium-ion battery — every cluster mentioning lithium-ion battery across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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China's lithium-ion battery shipments to exceed 3,600 GWh by 2030
An academician has predicted that China's lithium-ion battery shipments will surpass 3,600 GWh by the year 2030. This forecast was made at the 2026 World Power Battery Conference, with factors such as safety advancement…
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New system predicts lithium-ion battery thermal runaway using infrared hotspots
Researchers have developed a novel two-stage early-warning system to detect thermal runaway in lithium-ion batteries, particularly under mechanical stress. The system leverages infrared hotspot dynamics to estimate loca…
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AI enhances battery material analysis speed with SRGAN
Researchers have developed a machine learning framework using a super-resolution generative adversarial network (SRGAN) to significantly speed up the process of characterizing lithium-ion battery electrode materials. Th…
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New benchmark LIBAD tackles anomaly detection in Li-ion battery electrode manufacturing
Researchers have introduced LIBAD, a new benchmark designed for anomaly detection in the manufacturing of Li-ion battery electrodes. This benchmark utilizes multimodal data, including visible-light imaging and X-ray rad…
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Physics-informed neural network improves battery health prediction
Researchers have developed PiDDM, a novel framework that integrates physics-informed neural networks with degradation kinetics to improve lithium-ion battery state-of-health predictions. By incorporating empirical Arrhe…
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New framework aids discovery of quantum-ready battery datasets
Researchers have introduced IonSense-QKG, a new metadata framework designed to help discover and evaluate lithium-ion battery datasets for use in quantum machine learning workflows. This framework assigns a Quantum Read…
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Japan partners with Boeing after SpaceJet failure, eyes tech rivalry with China
Japan is seeking to re-establish its presence in the aerospace industry by partnering with Boeing, following the significant failure of its Mitsubishi SpaceJet program. This strategic shift is driven by a desire to brid…
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New ML models promise faster, more accurate battery state prediction · 2 papers
Two new research papers explore advanced machine learning techniques for predicting internal battery states and state of health (SOH) in lithium-ion batteries. The first paper compares four neural network architectures,…
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Donut Lab's 'Solid-State' Battery Called Out as Conventional Li-Ion
A battery researcher, supported by over 20 experts, has alleged that Donut Lab's recently promoted "solid-state" battery is, in fact, a standard lithium-ion cell. The investigation points to the battery's voltage curve …
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Southwest Airlines bans humanoid robots over battery risks
Southwest Airlines has prohibited humanoid robots from its flights due to concerns over lithium-ion battery safety. This decision was influenced by past incidents involving such batteries, including the notable 'Stewie' case.