a, Uniform manifold approximation and projection (UMAP) plot of monocytes and macrophages extracted from the Tabula muris atlas and merged with the aortic intima-macrophage (MacAIR) data set (‘Aorta’) from this work. b, UMAP plot identifying distinct cell clusters based on transcriptional signatu...
Constructing a surrogate for high-fidelity quantum-state-specific chemistry models to describe non-equilibrium phenomena is not a simple task as they rely on the solution of an overwhelmingly large number of differential equations (order of 105)5. More importantly, the mathematical closure of these ...
Learning and memory in animals exhibit a peculiar feature known as the massed-spaced effect: training distributed across multiple sessions (spaced training) produces stronger memory than the same amount of training applied in a single episode (massed training). This effect is highly conserved across ...
Due to the ongoing developments, the different questions addressed with NTS and manifold techniques in use, NORMAN members feel that no standard operation process can be provided at this stage. However, appropriate analytical methods, data processing techniques and databases commonly compiled in NTS ...
Observable macroscopical behaviour in the physical properties of a many-body quantum system are associated to non-analytical dependences of ρ(λ) in the manifold M. From a mathematical point of view, the Liouvillian L(λ) is a linear non-Hermitian super-operator acting on the space of ...
2021). Proposed reasons for the elevated levels of amino acid (AA) in the circulation in NASH include increased rates of whole-body protein turnover and impaired AA catabolism occurring in the later stages of steatosis progression to NASH (Newgard 2012), as well as overall impaired hepatic ...
Cellulose acetate membrane (0.2μm pore, GE Healthcare) was equilibrated in 0.1% SDS/H2O and fixed to the filter trap device (PR648 Slot Blot Blotting Manifold, Hoefer). Samples were loaded under vacuum. Slots were then washed with 200μL 0.1% SDS/H2O 3 times followed by standard immuno...
an(k) is related to the overlap of the two Bloch wavefunctions neighboring in the momentum space as <un(k)|un(k+Δk)>=eiΔk⋅an(k), and has the geometrical meaning of “connection” of manifold in Hilbert space. Therefore an(k) is called Berry connection acting as the vector ...
media were changed to serum-free. Treatments were performed using gentle perfusion with a needleless syringe/vacuum manifold to minimize mechanical disruption and maintain stable temperature and pH. Drugs were dissolved in DMSO as 1000x stocks and diluted in serum-free media to a final DMSO concentra...
1. An injection molding system comprising: a manifold having a plurality of manifold melt channels for conveying a melt stream; a plurality of nozzles, wherein each nozzle has a nozzle melt channel fluidly connected to a respective manifold melt channel and an actuated valve pin having a termi...