This study introduces FIRE‐GNN, a force‐informed, relaxed equivariant graph neural network for predicting surface work functions and cleavage energies from slab structures. By incorporating surface‐normal symmetry breaking and machine learning interatomic potential‐derived force information, the approach achieves state‐of‐the‐art accuracy and enables ...
Circe Hsu +5 more
wiley +1 more source
Mentees perception of Formal Mentorship at public sector Medical School, Pakistan. [PDF]
Wasim T, Haroon F, Shahid A, Wasim A.
europepmc +1 more source
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova +4 more
wiley +1 more source
Association of behaviour-related health risk factors with working life expectancy in adults aged ≥ 50 years: findings from the English Longitudinal Study of Ageing and the Finnish Public Sector Study. [PDF]
Heikkilä K +7 more
europepmc +1 more source
Implementing timeliness metrics for household contact tracing and TB preventive treatment through TB champions in the public sector, India: an explanatory mixed-methods study. [PDF]
Nair D +14 more
europepmc +1 more source
Insights into the provision of physical therapy services at public sector hospitals in Pakistan: an exploratory qualitative study. [PDF]
Muhammad Hanif QA +4 more
europepmc +1 more source
FERTILITY CARE IN LOW- AND MIDDLE-INCOME COUNTRIES: Public sector access to medically assisted reproduction in South Africa: a case study. [PDF]
Boshoff GM, Ombelet W, Huyser C.
europepmc +1 more source
Master or Escape: Digitization-Oriented Job Demands and Crafting and Withdrawal of Chinese Public Sector Employees. [PDF]
Huang H, Li J.
europepmc +1 more source
Implementing a Mixed Health Service Model as an Informed Modality to Enhance Prevention and Promote Workplace Health in the Greek Regional Public Sector: A Pilot Study in Crete. [PDF]
Frantzeskakis N +10 more
europepmc +1 more source

