Results 201 to 210 of about 446,365 (268)

Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials

Advanced Science, EarlyView.
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan, Hengheng Zhao, Haotian Wang, Zhanjie Liu, Qian Li, Weifeng Zhang, Qingsong Zhao, Liqun Zhang, Jun Liu   +8 more
wiley   +1 more source

The Effect of Social Associations on Mammography Screening Disparities in Rural Communities: A County-Level Secondary Analysis. [PDF]

Cancer Med
Bernacchi V, Kumar A, Hirko K, Adjei Boakye E, Tam S, Arcoleo K, Lucas T, Moss J.   +7 more
europepmc   +1 more source

Integrating Machine Learning With Constant‐Potential Simulation to Unravel Charge‐Transfer Mechanisms in Electrochemical Nitrogen Fixation

Advanced Science, EarlyView.
Integrating interpretable machine learning with the fixed‐potential method reveals a novel mechanism: the catalytic activity of the electrochemical nitrogen reduction reaction is governed by partial charge transfer, induced by variations in the intermediate potential of zero charge under constant potential.
Yufei Xue, Dushuo Feng, Yuefei Zhang, Yang Zhang, Yalong Jiao, Aijun Du, Guoping Gao   +6 more
wiley   +1 more source

Gender and East-West disparities in German neurosurgical training leadership. [PDF]

Neurosurg Rev
Lawson McLean A, Lawson McLean AC, Senft C.   +2 more
europepmc   +1 more source

Transferable Deep Reinforcement Learning With Edge‐Contour‐Depth Fusion for Autonomous Wireless Capsule Endoscopy Navigation

Advanced Science, EarlyView.
This study presents an anatomical landmark‐guided DRL framework for autonomous wireless capsule endoscopy navigation. Using a lightweight edge‐contour‐depth fusion module, it achieves over 97% coverage across diverse gastric anatomies. To ensure reliability, a two‐stage sim‐to‐real pipeline with an adaptive dynamic programming controller mitigates ...
Haoxuan Wu, Haitao Gao, Qingyang Liu, Sishen Yuan, Haiyang Fang, Mingwu Su, Baijia Liang, Yongzun Yang, Long Bai, Wenzhen Dong, Dihong Xie, Shijian Su, Jiewen Lai, Shing Shin Cheng, Zhen Li, Xiuli Zuo, Hongliang Ren   +16 more
wiley   +1 more source

Otolaryngology Provider Distribution Disparities in Pennsylvania. [PDF]

OTO Open
Ha EK, Mayer N, Kim E, Carlson KM, Mazul AL.   +4 more
europepmc   +1 more source

Racial and ethnic disparities in access to non-COVID-19 healthcare during the pandemic in the United States. [PDF]

Medicine (Baltimore)
Alghamdi AA, Goniewicz K, Gómez-Salgado J, Albaqami NA, Abahussain MA, Alwasedi AM, Farhat H, Al-Wathinani AM.   +7 more
europepmc   +1 more source

Protecting safety-net equity monitoring after federal sexual orientation and gender identity data rollbacks. [PDF]

Health Aff Sch
Khurana D, Short A.
europepmc   +1 more source