Two stage multiobjective topology optimization method via SwinUnet with enhanced generalization. [PDF]
Xiang C+5 more
europepmc +1 more source
Media Coverage of European Funds and Public Sentiment: A Topic Modelling Approach
ABSTRACT We study the coverage of European funds by the mass media and the relationship between media sentiment and public sentiment. We analyze 31,570 media articles published across all European Union (EU) countries between January 1, 2020, and December 31, 2023 — a period significantly shaped by the COVID‐19 pandemic and major EU funding initiatives
Iván Pastor Sanz+1 more
wiley +1 more source
Magnetocaloric effect of topological excitations in Kitaev magnets. [PDF]
Li H+6 more
europepmc +1 more source
Augury and Forerunner: Real‐Time Feedback Via Predictive Numerical Optimization and Input Prediction
Transient information generated by solver steps can inform future objective function minimization. In Augury, we explore the impact of predictive numerical optimization by using solver history to predict future minimization solutions, reducing computational resources needed to arrive at convergent states for a broad class of gradient‐based optimization
J. Graus, Y. Gingold
wiley +1 more source
Piezo2 in Mechanosensory Biology: From Physiological Homeostasis to Disease‐Promoting Mechanisms
Piezo2 channels are essential mechanotransducers regulating touch, proprioception and visceral mechanosensation across physiological systems, emerging as therapeutic targets for pathological mechanical hypersensitivity and neurogenic disorders. ABSTRACT Piezo2, a mechanically activated ion channel, serves as the key molecular transducer for touch ...
Zhebin Cheng+4 more
wiley +1 more source
Mock Modularity at Work, or Black Holes in a Forest. [PDF]
Alexandrov S.
europepmc +1 more source
ABSTRACT This paper investigates the dynamic transition of the Chinese stock market towards a just and sustainable future by examining the tail risk connectedness and frequency‐quantile dependence between a series of sustainability indices and Chinese stock market sectors. Employing the novel TVP‐VAR‐CAViaR connectedness method and the wavelet quantile
Hongjun Zeng+3 more
wiley +1 more source
TGNet: tensor-based graph convolutional networks for multimodal brain network analysis. [PDF]
Kong Z+6 more
europepmc +1 more source
Abstract There are two types of carbonated apatite (cap): A‐type and B‐type, where carbonate ions substitute for hydroxyl sites in A‐CAp and phosphate sites in B‐CAp. Despite the known capacity of CAp in supporting the activities of bone cells, the distinct potential of A‐CAp and B‐CAp as porous bone grafts is unclear.
Vincent Irawan+7 more
wiley +1 more source
Complete and Efficient Covariants for Three-Dimensional Point Configurations with Application to Learning Molecular Quantum Properties. [PDF]
Maennel H, Unke OT, Müller KR.
europepmc +1 more source