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Predicting Performance of Hall Effect Ion Source Using Machine Learning

open access: yesAdvanced Intelligent Systems, Volume 7, Issue 3, March 2025.
This study introduces HallNN, a machine learning tool for predicting Hall effect ion source performance using a neural network ensemble trained on data generated from numerical simulations. HallNN provides faster and more accurate predictions than numerical methods and traditional scaling laws, making it valuable for designing and optimizing Hall ...
Jaehong Park   +8 more
wiley   +1 more source

Thermometric Based‐Microswimmers with Chemical and Optical Engines

open access: yesAdvanced Intelligent Systems, EarlyView.
Temperature sensing at small scales is typically performed using passive luminescent particles. Here, an alternative approach is demonstrated by integrating upconversion thermometry into self‐propelled microswimmers powered by chemical fuels or light. This strategy offers a step toward dynamic thermal sensing at the microscale, relevant to both lab‐on ...
João M. Gonçalves, Katherine Villa
wiley   +1 more source

Exploring the Mechanism of Ammonium Dinitramide Synthesis through DFT Calculations. [PDF]

open access: yesACS Omega
Queiroz LMSV   +4 more
europepmc   +1 more source

Thoughtful prescription of inhaled medication has the potential to reduce inhaler-related greenhouse gas emissions by 85. [PDF]

open access: yesBMJ Open Respir Res
Vartiainen V   +6 more
europepmc   +1 more source

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