Multimodal Data‐Driven Microstructure Characterization
A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang +4 more
wiley +1 more source
Optimizing root spatial distribution during the flower-boll stage can reduce yield losses from square stage drought in cotton. [PDF]
Guo C +10 more
europepmc +1 more source
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
Promotion of maize seedling growth by <i>Enterobacter asburiae</i> PW2 under salt stress. [PDF]
Wen M +8 more
europepmc +1 more source
Microstructure Evolution of a VMnFeCoNi High‐Entropy Alloy After Synthesis, Swaging, and Annealing
The synthesis and processing (rotary swaging and annealing) of the novel VMnFeCoNi alloy is investigated, alongside the estimation of the grain size effect on hardness. Analysis of a wide grain size range of recrystallized microstructures (12–210 µm) reveals a low annealing twin density.
Aditya Srinivasan Tirunilai +6 more
wiley +1 more source
Water flux patterns and aquaporin dynamics: linking stomatal demand to root hydraulics in pearl millet hybrids. [PDF]
Medina S, Kakkera A, Reddy PS, Vadez V.
europepmc +1 more source
The temperature dependence of fatigue behavior in nickel‐based superalloys is investigated through high‐resolution measurements of plastic localization. While increasing temperature reduces localization and enhances fatigue performance in René 88DT, Inconel 718 exhibits a sharp degradation at intermediate temperature due to intensified slip ...
M. Calvat +5 more
wiley +1 more source
Seed priming-induced enhancement in seed germination, Seedling vigor, and productivity of foxtail millet (Setaria italica L.) in winter and summer seasons under Bangladesh conditions. [PDF]
Islam AKMM +11 more
europepmc +1 more source
Biochar and anionic polyacrylamide modulated soil hydraulic functions catalyze water saving, root development and yield of basmati rice. [PDF]
Sharma P +17 more
europepmc +1 more source
Multiwalled carbon nanotubes-jasmonate interactions enhance biomass production by regulating reactive oxygen species homeostasis, δ-aminolevulinic acid/glutamate-1-semialdehyde metabolism, source-sink balance, and defense responses under chromium stress in soybean. [PDF]
Bengisu G +6 more
europepmc +1 more source

