dynoGP: Deep Gaussian Processes for Dynamic System Identification
This work introduces a novel class of deep models for system identification, dynamical deep Gaussian processes, which combine the strengths of data‐driven methods, such as those based on neural network architectures, with the ability to output a probability distribution for uncertainty representation.
Alessio Benavoli +3 more
wiley +1 more source
Novel acemannan-integrated bioceramic for enhancing human dental pulp stem cell viability and transforming growth factor beta-1 release in pulp regeneration. [PDF]
Hadi S +3 more
europepmc +1 more source
A novel workflow for investigating hydride vapor phase epitaxy for GaN bulk crystal growth is proposed. It combines Design of experiments (DoE) with physical simulations of mass transport and crystal growth kinetics, serving as an intermediate step between DoE and experiments.
J. Tomkovič +7 more
wiley +1 more source
Dual-specificity phosphatase 14 inhibits the growth of cervical cancer cells by regulating the transforming growth factor-beta-activated kinase 1 and NOD-like receptor pyrin domain containing 3 inflammatory pathways. [PDF]
Zhang Y +3 more
europepmc +1 more source
Experiments and thermophysical simulations were conducted to investigate the electron beam powder bed fusion electron beam (PBF‐EB/M) process for the γ′‐strengthened nickel‐based superalloy Inconel 738LC. The results demonstrate the impact of process‐induced microstructural variations on high‐temperature mechanical behavior, providing a basis for ...
Jan Niklas Petenati +11 more
wiley +1 more source
Neuronally-Derived Extracellular Vesicles Transforming Growth Factor Beta-1 Levels in Progressive Supranuclear Palsy. [PDF]
Mimmi S +16 more
europepmc +1 more source
Digitalizing electroplating requires both domain knowledge and interoperability. This work introduces PlatOn, a domain ontology for trivalent chromium plating and coating characterization, and a hybrid pipeline that aligns it to a mid‐level reference ontology by combining eight similarity metrics with language model reasoning. Expert‐validated mappings
Janik Harter +10 more
wiley +1 more source
Transforming growth factor beta-related proteins promote axonal regeneration of injured dorsal root ganglion neurons. [PDF]
Shen Y, Yang P, Dai W, Gu X, Yi S.
europepmc +1 more source
Deep‐UV (258 nm) femtosecond pulses enable uniform amorphous silicon writing on Si(100)/(111) with a six‐fold larger fluence amorphization window than NIR methods. Optimized fluence and overlap yield 20–45 nm uniform and continuous amorphous layers. Microscopy shows sharp interfaces, and real‐time reflectivity reveals nanosecond melt–resolidification ...
Wissal Benali +5 more
wiley +1 more source
Recent advances in therapeutic use of transforming growth factor-beta inhibitors in cancer and fibrosis. [PDF]
Jing H, Gao Y, Jing L, Yang H, Liu S.
europepmc +1 more source

