Cardiac conduction system malformations in heterotaxy result from dysregulated Pitx2 expression. [PDF]
Joo K +8 more
europepmc +1 more source
A Practical Noise2Noise Denoising Pipeline for High‐Throughput Raman Spectroscopy
A lightweight and reproducible denoising pipeline for high‐throughput Raman spectroscopy is introduced, based on a 1D convolutional autoencoder trained with a Noise2Noise strategy. Using only repeated short‐exposure acquisitions, the method suppresses stochastic noise without reference spectra, enabling reliable spectral reconstruction while preserving
David Martin‐Calle +5 more
wiley +1 more source
Interventions for Silent Brain Infarction and Perioperative Neurocognitive Disorders in Cardiovascular Surgery (INSPIRE): study protocol for a multicentre randomised controlled trial. [PDF]
Wang L +11 more
europepmc +1 more source
Einstein-Hermitian connections on principal bundles and stability
We show that a holomorphic principal G-bundle, where G is a complex reductive group, on a complex projective manifold is (quasi-)stable if and only if it carries an Einstein-Hermitian connection. We use a theorem of \textit{S. Ramanan} and the first author [Tôhoku Math. J., II. Ser.
Ramanathan, A., Subramanian, S.
openaire +1 more source
New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design
This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare +5 more
wiley +1 more source
Evolutionary signatures in deep white matter architecture: A comparative study of humans and chimpanzees. [PDF]
Chauvel M +8 more
europepmc +1 more source
This review comprehensively evaluates extrusion‐based additive manufacturing for advanced ceramics, detailing feedstock options and key process parameters. By critically addressing defect mechanisms like porosity and cracking, the work highlights optimization strategies through machine learning and advanced postprocessing.
Meisam Bakhtiari +4 more
wiley +1 more source
On the Meaning of Local Symmetries: Epistemic-ontological Dialectics. [PDF]
François J, Ravera L.
europepmc +1 more source
We apply a foundational machine‐learning interatomic potential based on the graph atomic cluster expansion (GRACE) to simulate the commercial Ni‐based single‐crystal superalloy CMSX‐4. Hybrid Monte‐Carlo/molecular dynamics sampling resolves short‐range order in the γ phase and L12 sublattice occupancies in the γ’ phase and connects them to stacking ...
Aditya Vishwakarma +4 more
wiley +1 more source
Double BFV Quantisation of 3D Gravity. [PDF]
Canepa G, Schiavina M.
europepmc +1 more source

