AIMC Journal:
NPJ microgravity

Showing 1 to 4 of 4 articles

Machine learning ensemble reveals distinct molecular pathways of retinal damage in spaceflown mice.

NPJ microgravity
Spaceflight-associated neuro-ocular syndrome (SANS) poses significant ocular health risks in long-duration missions, yet its molecular mechanisms remain incompletely understood. Oxidative stress and apoptosis are candidate drivers, but their transcri...

Vertexformer: the interpretable predictive research on thermocapillary convection of large Prandtl number liquid bridges.

NPJ microgravity
This study investigates thermocapillary convection in large-Prandtl-number liquid bridges under microgravity. A novel, interpretable deep learning framework, Vortexformer-SHAP, is developed to accurately predict flow dynamics and uncover underlying p...

Influence of gravity variations on the activity of neuronal spheroids in an acoustic trap.

NPJ microgravity
Among biological models, cell culture constitutes an important paradigm that allows rapid examination of cell phenotype and behavior. While cell cultures are classically grown on a 2D substrate, the recent development of organoid technologies represe...

Longitudinal brain-age predictions comprising long-duration spaceflight missions.

NPJ microgravity
Our study investigates the effects of long-duration spaceflight on brain aging in spacefarers using structural MRI and machine learning models. Pre-, post-, and follow-up scans of ROS cosmonauts ESA astronauts, and matched Earth-bounding controls wer...