Controlling Dynamical Systems Into Unseen Target States Using Machine Learning
Parameter‐aware next‐generation reservoir computing enables efficient, data‐driven control of dynamical systems across unseen target states and nonstationary transitions. The approach suppresses transient behavior while navigating system collapse scenarios with minimal training data—over an order of magnitude less than traditional methods.
Daniel Köglmayr +2 more
wiley +1 more source
Design and performance evaluation of a MWPMSM for distributed floating photovoltaic system. [PDF]
Chen P, Fu Q, Wang C.
europepmc +1 more source
Transcriptome sequencing identified secreted phosphoprotein 1 (SPP1) as a crucial target through which methylophiopogonanone A (MOA) ameliorates pulmonary fibrosis. Molecular docking and microscale thermophoresis (MST) assays confirmed a favorable binding affinity between MOA and SPP1.
Fan Yang +10 more
wiley +1 more source
Study on the influencing factors of photovoltaic siting in coal mining subsidence areas-taking Shanxi Province as an example. [PDF]
Lu Y, Yan Y, Wang M, Zhou L.
europepmc +1 more source
Objectives The interleukin (IL)‐1, IL‐6, and C‐reactive protein (CRP) pathway is central to the immune response after intracerebral hemorrhage (ICH). We tested for associations between hematoma and plasma cytokine concentrations and patient outcomes in Minimally Invasive Surgery Plus Rt‐PA for ICH Evacuation Phase III (MISTIE III) participants ...
Adrian R. Parry‐Jones +54 more
wiley +1 more source
Sustainable and scalable double slope solar still: a comprehensive experimental assessment of energy, exergy, economic, environmental, sensitivity and distillate performance. [PDF]
Dhivagar R +5 more
europepmc +1 more source
A distinct lineage pathway drives parvalbumin chandelier cell fate in human interneuron reprogramming. [PDF]
Stamouli CA +11 more
europepmc +1 more source
In utero exposure to anti-Caspr2 antibody disrupts parvalbumin interneuron function in the hippocampus. [PDF]
Bagnall-Moreau C +5 more
europepmc +1 more source
Alteration of hippocampal parvalbumin interneurons underlies memory impairment in rat model of Parkinson's disease. [PDF]
Radovanovic L, Saponjic J, Petrovic J.
europepmc +1 more source
Environmental Enrichment Preserves Retrosplenial Parvalbumin Density and Cognitive Function in Female 5xFAD Mice. [PDF]
Terstege DJ, Epp JR.
europepmc +1 more source

