Deep Learning‐Assisted Design of Mechanical Metamaterials
This review examines the role of data‐driven deep learning methodologies in advancing mechanical metamaterial design, focusing on the specific methodologies, applications, challenges, and outlooks of this field. Mechanical metamaterials (MMs), characterized by their extraordinary mechanical behaviors derived from architected microstructures, have ...
Zisheng Zong +5 more
wiley +1 more source
Study on contents of prescribing right of nurses in department of gynecology and obstetrics
ObjectiveTo discuss the specific prescription drugs and prescription forms of gynecology and obstetrics drugs that can be issued by gynecology and obstetrics nurses who conform to the prescribing power applicant qualification in tertiary grade A ...
MENG Xin, CAO Yan, HAN Shifan
doaj
The association between prescription drugs and colorectal cancer prognosis: a nationwide cohort study using a medication-wide association study. [PDF]
Woo HT, Jeong SY, Shin A.
europepmc +1 more source
This perspective highlights how knowledge‐guided artificial intelligence can address key challenges in manufacturing inverse design, including high‐dimensional search spaces, limited data, and process constraints. It focused on three complementary pillars—expert‐guided problem definition, physics‐informed machine learning, and large language model ...
Hugon Lee +3 more
wiley +1 more source
Do women need a change in dose of prescription drugs with onset of menopause? Time to find out. [PDF]
Sommer IEC +4 more
europepmc +1 more source
Prescription drugs with potential for misuse in Irish prisons: analysis of national prison prescribing trends, by gender and history of opioid use disorder, 2012 to 2020. [PDF]
Durand L +5 more
europepmc +1 more source
This article establishes a Taguchi–Bayesian sampling strategy to reconstruct polymer processing–property landscape at minimal sampling cost, generically building the roadmap for materials database construction from sampling their vast design space. This sampling strategy is featured by an alternating lesson between uniformity and representativeness ...
Han Liu, Liantang Li
wiley +1 more source
Parental drinking, mental health and educational level, and offspring's subsequent prescription drugs treatment for sleep problems. A longitudinal HUNT survey and registry study. [PDF]
Lund IO, Andersen N, Ask H, Andreas JB.
europepmc +1 more source
Price Sensitivity of Demand for Prescription Drugs: Exploiting a Regression Kink Design [PDF]
This paper investigates price sensitivity of demand for prescription drugs using drug purchase records for at 20% random sample of the Danish population.
Simonsen, Marianne +2 more
core
We propose a residual‐based adversarial‐gradient moving sample (RAMS) method for scientific machine learning that treats samples as trainable variables and updates them to maximize the physics residual, thereby effectively concentrating samples in inadequately learned regions.
Weihang Ouyang +4 more
wiley +1 more source

