Predicting Performance of Hall Effect Ion Source Using Machine Learning
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
Non-invasive, continuous oral delivery of solid levodopa-carbidopa for management of Parkinson's disease. [PDF]
Murch WL +3 more
europepmc +1 more source
Thermometric Based‐Microswimmers with Chemical and Optical Engines
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
Requirements for upper stages utilising green propellants
Requirements for upper stages utilising green ...
openaire +1 more source
Exploring the Mechanism of Ammonium Dinitramide Synthesis through DFT Calculations. [PDF]
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]
Vartiainen V +6 more
europepmc +1 more source
A Novel Method of Improving the Mechanical Properties of Propellant Using Energetic Thermoplastic Elastomers with Bonding Groups. [PDF]
Sun S +5 more
europepmc +1 more source
Effect of Metastable Intermolecular Composites on the Thermal Decomposition of Glycidyl Azide Polymer Energetic Thermoplastic Elastomer. [PDF]
Sang C, Luo Y.
europepmc +1 more source
Nanoparticulate protectants for the dry storage of protein therapeutics. [PDF]
Park J, Resende MFR, Hudalla GA.
europepmc +1 more source
Molecular Simulation Study on the Impact of a Cross-Linked Network Structure on the Tensile Mechanical Properties of PBT Substrates. [PDF]
Huang R +5 more
europepmc +1 more source

