Results 211 to 220 of about 904,037 (316)

Graph‐based imitation and reinforcement learning for efficient Benders decomposition

AIChE Journal, EarlyView.
Abstract This work introduces an end‐to‐end graph‐based agent for accelerating the computational efficiency of Benders Decomposition. The agent's policy is parameterized by a graph neural network, which takes as input a bipartite graph representation of the master problem and proposes a candidate solution.
Bernard T. Agyeman, Zhe Li, Ilias Mitrai, Prodromos Daoutidis   +3 more
wiley   +1 more source

Establishing an independent HTA agency in Ukraine: a conceptual framework for governance, operations, and long-term sustainability. [PDF]

Int J Technol Assess Health Care
Sucu R, Erku D, Filiniuk O, Kohler R.
europepmc   +1 more source

Bayesian Optimization Guiding the Experimental Mapping of the Pareto Front of Mechanical and Flame‐Retardant Properties in Polyamide Nanocomposites

Advanced Intelligent Discovery, EarlyView.
Bayesian optimization enabled the design of PA56 system with just 8 wt% additives, achieving limiting oxygen index 30.5%, tensile strength 80.9 MPa, and UL‐94 V‐0 rating. Without prior knowledge, the algorithm uncovered synergistic effects between aluminum diethyl‐phosphinate and nanoclay.
Burcu Ozdemir, Miguel Hernández‐del‐Valle, Christina Schenk, De‐Yi Wang, Maciej Haranczyk   +4 more
wiley   +1 more source

Analysis of the current situation and influencing factors of burnout of medical insurance specialists in public hospitals in Guangxi, China under the background of the "Sanming Model" reform- cases of healthcare system reform from low and middle income regions. [PDF]

BMC Health Serv Res
Wu Y, Huang J, Hai J, Huang L, Wu T, Ding Q, Wei Z, Zhao J, Liang B, Zhu P.   +9 more
europepmc   +1 more source

Machine Learning‐Enhanced Random Matrix Theory Design for Human Immunodeficiency Virus Vaccine Development

Advanced Intelligent Discovery, EarlyView.
This study integrates random matrix theory (RMT) and principal component analysis (PCA) to improve the identification of correlated regions in HIV protein sequences for vaccine design. PCA validation enhances the reliability of RMT‐derived correlations, particularly in small‐sample, high‐dimensional datasets, enabling more accurate detection of ...
Mariyam Siddiqah, Muhammad Zulqarnain Zeb, Muhammad Husnain Zeb, Babar Shabbir   +3 more
wiley   +1 more source

Tracking the financial flows of Indonesia's COVID-19 vaccination program. [PDF]

PLOS Glob Public Health
Herlinda O, Larasanti A, Sumulyo SAK, Jundullah SM, Mambea IY.   +4 more
europepmc   +1 more source

Toward Capacitive In‐Memory‐Computing: A Device to Systems Level Perspective on the Future of Artificial Intelligence Hardware

Advanced Intelligent Discovery, EarlyView.
Capacitive, charge‐domain compute‐in‐memory (CIM) stores weights as capacitance,eliminating DC sneak paths and IR‐drop, yielding near‐zero standbypower. In this perspective, we present a device to systems level performance analysis of most promising architectures and predict apathway for upscaling capacitive CIM for sustainable edge computing ...
Kapil Bhardwaj, Ella Paasio, Sayani Majumdar   +2 more
wiley   +1 more source

The effects of COVID-19 on reproductive, maternal, neonatal, and child health service provision and utilisation: qualitative results from Burkina Faso and Mozambique. [PDF]

J Glob Health
Zack K, Zorome S, Uamba M, Kadio K, Mahumane S, Bougma M, Sengo M, Fritz H, Monjane C, Maïga A, Kante AM, Macicame I, Amouzou A.   +12 more
europepmc   +1 more source

Sampling Strategy: An Overlooked Factor Affecting Artificial Intelligence Prediction Accuracy of Peptides’ Physicochemical Properties

Advanced Intelligent Discovery, EarlyView.
This study reveals that sampling strategy (i.e., sampling size and approach) is a foundational prerequisite for building accurate and generalizable AI models in peptide discovery. Reaching a threshold of 7.5% of the total tetrapeptide sequence space was essential to ensure reliable predictions.
Meiru Yan, Ankeer Abuduhebaier, Haojin Zhou, Jiaqi Wang   +3 more
wiley   +1 more source

The MeHPriC project in Lagos, Nigeria: a mixed methods study on policy, governance, and sustainability of mental health integration.

Lancet Reg Health Afr
Adewuya AO, Ola B, Abimbola S, Abdulmalik J, Oladipo OE.   +4 more
europepmc   +1 more source