An Integrated NLP‐ML Framework for Property Prediction and Design of Steels
This study presents a data‐driven framework that uses language‐processing techniques to interpret steel processing descriptions and machine‐learning models to predict mechanical properties. By organising complex process histories into meaningful groups and enabling rapid property forecasts, the work supports faster, more informed steel design through ...
Kiran Devraju +5 more
wiley +1 more source
Who's at risk for emergent depression years later? Predictive modeling in a nine-year longitudinal cohort. [PDF]
Zainal NH +3 more
europepmc +1 more source
Randall's plaques (RP) serve as the nidus for calcium oxalate (CaOx) kidney stones. The current study reveals that hydroxyapatite (HAP) crystals activate the THY1–GSK3α/β–β‐catenin axis in renal interstitial fibroblasts (hRIFs), inducing FASLG secretion.
Minghui Liu +14 more
wiley +1 more source
Sleep, Physical Activity, and Mood Among People Seeking Mental Health Care.
Kulshreshtha A +4 more
europepmc +1 more source
Impact of Cannabis and Cannabis Legalization on US Atrial Septal Defect Rates. [PDF]
Reece AS, Hulse GK.
europepmc +1 more source
ABSTRACT Self‐healing materials represent a paradigm shift in designing functional biomedical devices for drug delivery, tissue regeneration, and 3D bioprinting. However, their clinical translation remains limited by challenges such as insufficient mechanical strength, potential cytotoxicity from chemical modifications, and complex activation ...
Ganjun Feng +15 more
wiley +1 more source
Sleep Traits and Risk of Epilepsy: A Bidirectional and Multivariable Two-Sample Mendelian Randomization Study. [PDF]
Zhu Y +6 more
europepmc +1 more source
Plasma chondroitin sulfate predicts the effectiveness of fluid resuscitation strategies in patients with sepsis. [PDF]
Oshima K +22 more
europepmc +1 more source
Inverse design of stochastic, voxelated thermo-viscoelastic digital materials. [PDF]
Wirth M, Chapuis JN, Shea K.
europepmc +1 more source
GWKNN: an enhanced k-nearest neighbor algorithm with G metric reconstruction and Grey Wolf Optimizer. [PDF]
Guo Z, Liu G, Liu W, Ni Z, Jiang F.
europepmc +1 more source

