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Predicting Performance of Hall Effect Ion Source Using Machine Learning

Advanced 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, Guentae Doh, Dongho Lee, Youngho Kim, Changmin Shin, Su‐Jin Shin, Young‐Chul Ghim, Sanghoo Park, Wonho Choe   +8 more
wiley   +1 more source

Slowing planetary rotation influences ocean nutrient cycling and oxygenation. [PDF]

Sci Adv
Capirala A, Olson SL.
europepmc   +1 more source

Exo-Geoscience Perspectives Beyond Habitability. [PDF]

Space Sci Rev
Spohn T, Roberge A, Way MJ, Duarte JC, Miozzi F, Baumeister P, Byrne P, Lineweaver CH.   +7 more
europepmc   +1 more source

A mantle assist for the early geodynamo and planetary shielding. [PDF]

Natl Sci Rev
Tarduno JA.
europepmc   +1 more source

The Climate Health Curriculum Tool (CHCT): an assessment framework for integrating climate health education in U.S. undergraduate medical curricula. [PDF]

BMC Med Educ
Rosen L, Cerceo E, Chen C, Edwards S, Erny BC, Fitzpatrick CM, Gillespie E, Pillai P, Rocchetti C, Rosencranz H, Sheffield P, Wellbery C, Wheat S, Sorensen C.   +13 more
europepmc   +1 more source

Planetary health and non-communicable diseases-A converging global crisis. [PDF]

Front Public Health
Kakaraparthi VN, Silvian Samuel P, Agarwal S, Velukuri K, Gurram Konda NJ, Kakaraparthi L.   +5 more
europepmc   +1 more source

Improvement of merging processes in N-body simulations in circumstellar disks

Zimmermann M, Pilat-Lohinger E.
europepmc   +1 more source

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Planetary Systems Proliferate

Science, 1999
Several millennia ago, the Greeks coined the word “planet,” or wanderer, to describe the five roving objects they saw chaotically traversing the sky. Today, our knowledge of these other worlds has accelerated beyond the solar system: The first extrasolar planet was reported in 1995, 20 more ...
Elizabeth Culotta, Linda Rowan
openaire   +1 more source