A community-driven approach to address substance use and create a Great Plains American Indian addiction and recovery research agenda. [PDF]
Abstract Substance use, specifically opioid and methamphetamine use, is of increasing concern among American Indian (AI) populations in the Great Plains. This community‐driven participatory study investigated the impacts of substance use and community‐defined needs in treating addiction.
Luger B +8 more
europepmc +2 more sources
Optimal policy for database backup and recovery
HATZOPOULOS, M, KOLLIAS, JG
openaire +2 more sources
Graph‐based imitation and reinforcement learning for efficient Benders decomposition
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 +3 more
wiley +1 more source
Discovery of skill-switching criteria for learning agile quadruped locomotion. [PDF]
Yu W +6 more
europepmc +1 more source
Combining machine learning and probabilistic statistical learning is a powerful way to discover and design new materials. A variety of machine learning approaches can be used to identify promising candidates for target applications, and causal inference can help identify potential ways to make them a reality.
Jonathan Y. C. Ting, Amanda S. Barnard
wiley +1 more source
Public feedback analysis on multi-stage emergency management policies using BERTopic-SKEP integrated model. [PDF]
Li C, Tian Q, Gao L, Liu H.
europepmc +1 more source
The Necessity of Dynamic Workflow Managers for Advancing Self‐Driving Labs and Optimizers
We assess the maturity and integration readiness of key methodologies for Materials Acceleration Platforms, highlighting the need for dynamic workflow managers. Demonstrating this, we integrate PerQueue into a color‐mixing robot, showing how flexible orchestration improves coordination and optimization.
Simon K. Steensen +6 more
wiley +1 more source
Collection and reporting of waste data to support waste management policies. [PDF]
Zhang C +5 more
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
Analytical policy commentary: Multi-prong strategies for effective climate-resilient community-based health programming in humanitarian settings and beyond. [PDF]
Gebremeskel AT +5 more
europepmc +1 more source

