This paper presents a physics-informed neural network (PINN) approach for monitoring the health of diesel engines. The aim is to evaluate the engine dynamics, identify unknown parameters in a “mean value” model, and anticipate maintenance requirements. The PINN model is applied to diesel engines...
The bold vision of AI-driven pervasive physiological monitoring, through the proliferation of off-the-shelf wearables that began a decade ago, has created immense opportunities to extract actionable information for precision medicine. These AI algorithms
Distributed optical fiber sensors provide a method to measure the physical field of the surrounding environment through the distribution of different parameters, such as temperature1,2, strain3,4,5, vibration6,7,8, magnetic9and gas sensing10,11, etc. across the sensing fiber. Owing to its dete...
Rev. 5, 011104 (2018c) Article ADS Google Scholar I. Levchenko, S. Xu, G. Teel, D. Mariotti, M.L. Walker, M. Keidar, Recent progress and perspectives of space electric propulsion systems based on smart nanomaterials. Nat. Commun. 9, 879 (2018d). https://doi.org/10.1038/s41467...
- 《Nat.struct.biol》 被引量: 575发表: 2000年 The principle of complementarity in the design of reserve networks to conserve biodiversity: a preliminary history. Explicit, quantitative procedures for identifying biodiversity priority areas are replacing the often ad hoc procedures used in the past ...
Introduction 1.1Aimoftheresearch ThedeclineofthenumberofphysicsstudentscanbeseenattheuniversitiesintheCzechRepublic.The levelofknowledgeisdecreasing,physicsisnotverypopularatsecondaryandhighschools,physicsisdifficult (ResearchNPVII). Universityteachersinterestedindidacticsofphysicsstartedalotofinitiativeswiththeaim—“...
5. Conclusions This paper proposed that a PGNN addresses the insufficiency of physics-based and data-driven models for the fault diagnosis of aeroengine control system sensors under dynamic conditions. The method innovatively solved the difficulties in the fault diagnosis due to the complexity of the...
This indicator counts the number of citations received by documents from a journal and divides them by the total number of documents published in that journal. The chart shows the evolution of the average number of times documents published in a journal in the past two, three and four years ...
[5] Soukoulis CM, Wegener M. Past achievements and future challenges in the development of three-dimensional photonic metamaterials. Nat Photonics 2011;5:523–30.10.1038/nphoton.2011.154Search in Google Scholar [6] Holloway CL, Kuester EF, Gordon JA, O’Hara J, Booth J, Smith DR. An overvi...
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