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The invention presented here addresses key challenges associated with counterfeit refrigerants by ensuring safety, maintaining system performance, supporting environmental compliance, and mitigating health and legal risks.
High strength, oxidation resistant refractory alloys are difficult to fabricate for commercial use in extreme environments.
Knowing the state of charge of lithium-ion batteries, used to power applications from electric vehicles to medical diagnostic equipment, is critical for long-term battery operation.
This innovative approach combines optical and spectral imaging data via machine learning to accurately predict cancer labels directly from tissue images.