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Deep learning has gained much traction in application to state-of-charge (SOC) estimation for Li-ion batteries in electric vehicle applications. However, with the vast selection of architectures and hyperparameter combinations, it remains challenging to design an accurate and robust SOC estimation model with a sufficiently low computation cost. Therefore, this study provides a comparative evaluation among commonly used deep learning models from the recurrent, convolutional and feedforward architecture benchmarked on an openly available Li-ion battery dataset. To evaluate model robustness and g...

Computational Modeling in Developmental Biology Image Credit: Tavarius/Shutterstock.com What is computational modeling? Computational modeling is the use of mathematics, physics, and computer science to create complex, dynamic models of systems based on multiple data points. The growth of sophisticated data-gathering technology such as wearable sensors and internet-connected medical devices has in part been responsible for the recent growth of the field. Computational modeling has been applied to several fields including weather forecasting, flight simulation, and earthquake simulations, as w...

VERIFICATION Your information is only used for mail delivery, and will not be used for any other purpose.   APPLY FOR JOB In order to Apply for this job you must be signed into your user account. New users can register by selecting Create an Account. Save Job In order to Save this job you must be signed into your user account. New users can register by selecting Create an Account. Scientist in Physical Sciences and Canada Research Chair – Tier 2 in Contrast Agents and Biosensors for Medical Imaging and Image-Guided Therapy (one position) Sunnybrook Research Institute, Toronto, Canad...

Science for just $15 USD. Summary When the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic emerged in 2019, researchers rapidly recalibrated epidemiological computer models originally developed for other pandemics to serve as decision support tools for policy-makers and health care professionals planning public health responses. However, no current tools can predict the course of disease and help a doctor decide on the most appropriate treatment for an individual COVID-19 patient. “Digital twins” are software replicas of the dynamic function and failure of engineered...

The Virginia Tech volleyball team (6 – 9, 5 – 9 ACC) came into the game fresh off a 3 – 1 loss to Miami. The Boston College Eagles (3 – 12, 2 – 12 ACC) picked up their third on the season as they defeated the Hokies 3 – 0. The Hokies have now dropped two straight matches. More Headlines