1+ mon, 2+ week ago   (217+ words) The study frames this challenge as human-in-the-loop learning (HILL): the learning process depends on human decisions, which in turn reshape the environment from which information is collected. Lead author Hongbo Li notes that designing incentives that are consistent with both…...

4+ mon, 1+ week ago   (575+ words) Bioengineer.org In a groundbreaking development poised to revolutionize materials science, researchers at North Carolina State University have unveiled a pioneering autonomous laboratory system capable of navigating an immense universe of material synthesis recipes with unprecedented speed and precision. Named…...

4+ mon, 3+ week ago   (1010+ words) As the world confronts one of the most critical energy crises since the 1970s, highlighted by recent geopolitical disruptions impacting the Strait of Hormuz, the limitations and vulnerabilities of global dependence on fossil fuels have become glaringly apparent. Amid this backdrop,…...

5+ mon, 5+ day ago   (1309+ words) bioengineer.org In the relentless pursuit of cleaner and more sustainable energy solutions, anion-exchange membrane fuel cells (AEMFCs) have emerged as a promising technology for efficient power generation. Yet, despite their potential, these systems face a significant hurdle when operated…...

7+ mon, 4+ week ago   (1173+ words) BIOENGINEER.ORG In the relentless race to improve energy storage technologies, the longevity and reliability of batteries remain paramount challenges. A groundbreaking study, recently published in Nature Communications, unveils an innovative approach to battery state monitoring that could revolutionize how…...

8+ mon, 1+ day ago   (243+ words) Moreover, the integration of machine learning techniques into battery management systems represents a transformative shift in how battery health can be monitored and managed. As machine learning algorithms continue to evolve, they offer the promise of real-time monitoring and predictive…...

9+ mon, 2+ week ago   (236+ words) The researchers also address the scalability of their approach. The PINN framework, while initially developed for specific battery chemistry, can be adapted to various other energy storage systems. This adaptability suggests that the model has the potential to revolutionize SOH…...

9+ mon, 3+ week ago   (1206+ words) In a groundbreaking development within the field of battery technology, researchers have unveiled a cutting-edge model that promises to significantly enhance the accuracy of state of health estimation for lithium-ion batteries. This innovative approach combines the principles of a novel…...