Results 251 to 260 of about 1,039,313 (306)

Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning

Advanced Intelligent Discovery, EarlyView.
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley   +1 more source

Professional future expectations and mental health in university students: a psychosocial and environmental approach. [PDF]

Front Psychol
Gaspar T, Cerqueira A, Botelho Guedes F, Aires E, Matias CN, Oliveira C, Rodrigues AT, Jongenelen I.   +7 more
europepmc   +1 more source

A Critical Assessment of Bonding Descriptors for Predicting Materials Properties

Advanced Intelligent Discovery, EarlyView.
The impact of new bonding descriptors in machine learning models for predicting material properties is assessed. Improvements are validated using significance tests, and new, intuitive descriptors for screening lattice thermal conductivity and projected force constants are introduced.
Aakash Ashok Naik, Nidal Dhamrait, Katharina Ueltzen, Christina Ertural, Philipp Benner, Gian‐Marco Rignanese, Janine George   +6 more
wiley   +1 more source

Gender equity and emotional labour in the workplace: an ethnographic study. [PDF]

Front Sociol
Isirabahenda G, Marina L, Nicolae Mucea B.   +2 more
europepmc   +1 more source

Generative and Experimental Validation of High Refractive Index Polymers via Domain Knowledge Approach with Small Data

Advanced Intelligent Discovery, EarlyView.
This research demonstrates that the combination of domain knowledge–based multiple regression, multi‐objective Bayesian optimization, and generative models is a suitable prediction tool for candidates of high refractive index polymers, even with the constraints in the model trained on limited data. The experimental validation can reproduce the proposed
Takuya Yokoo, Seigo Watanabe, Hana Matsunaga, Kenichi Oyaizu   +3 more
wiley   +1 more source

Out-of-Pocket Payments Among Medicare Beneficiaries Who Reached the Inflation Reduction Act's Part D Spending Cap.

JAMA Health Forum
Hames AG, Rosen J, Poonawalla IB.
europepmc   +1 more source

Invasive observation of reactive systolic blood pressure responses to upper-arm cuff inflation. [PDF]

J Hum Hypertens
Morris LF, Armstrong MK, Sharman JE, Schultz MG, Black JA, Dwyer NB, Roberts-Thomson P, Adams H, Carlier SG, Picone DS.   +9 more
europepmc   +1 more source

Efficacy, reliability, and patient satisfaction with Rigicon Infla10 X and Infla10 AX inflatable penile prostheses: a retrospective single-center analysis. [PDF]

Sex Med
Cetin B, Wilson SK, Atwater BL, Gross MS, Kirkik D, Yazici G, Onuk O.   +6 more
europepmc   +1 more source