Multi-dimensional joint resource scheduling for 5G eMBB by a PER-branch dual deep Q-network. [PDF]
Xu S, Li Y, Guo J, Mo X, Zhao G.
europepmc +1 more source
Facial Cosmetic Therapy Use Among Patients With Systemic Sclerosis: An Australian Cohort Study
Objective Systemic sclerosis (SSc) is associated with numerous facial manifestations for which patients may engage in cosmetic therapies. It is unclear how patients with SSc use these therapies. This study sought to characterize patient engagement and experiences with cosmetic therapies for SSc‐related and non‐SSc–related facial changes.
Zachary Warren +11 more
wiley +1 more source
A Two-Stage PPO-RLMPA Framework for Dynamic Economic Dispatch with Renewable Energy and Storage Integration. [PDF]
Keskin K.
europepmc +1 more source
A Q‐Learning Algorithm to Solve the Two‐Player Zero‐Sum Game Problem for Nonlinear Systems
A Q‐learning algorithm to solve the two‐player zero‐sum game problem for nonlinear systems. ABSTRACT This paper deals with the two‐player zero‐sum game problem, which is a bounded L2$$ {L}_2 $$‐gain robust control problem. Finding an analytical solution to the complex Hamilton‐Jacobi‐Issacs (HJI) equation is a challenging task.
Afreen Islam +2 more
wiley +1 more source
Accelerated distributed scheduling of integrated community energy systems considering electricity-heat sharing. [PDF]
Sun X +5 more
europepmc +1 more source
Predicting extreme defects in additive manufacturing remains a key challenge limiting its structural reliability. This study proposes a statistical framework that integrates Extreme Value Theory with advanced process indicators to explore defect–process relationships and improve the estimation of critical defect sizes. The approach provides a basis for
Muhammad Muteeb Butt +8 more
wiley +1 more source
Learning-driven multi-timescale operation simulation and hierarchical boundary optimization for renewable-dominated energy systems under temporal and scenario uncertainties. [PDF]
Ma Q +6 more
europepmc +1 more source
What Do Large Language Models Know About Materials?
If large language models (LLMs) are to be used inside the material discovery and engineering process, they must be benchmarked for the accurateness of intrinsic material knowledge. The current work introduces 1) a reasoning process through the processing–structure–property–performance chain and 2) a tool for benchmarking knowledge of LLMs concerning ...
Adrian Ehrenhofer +2 more
wiley +1 more source
Economic environmental-based flexible energy scheduling in smart grid with renewable units and integrated system considering vehicles refueling stations. [PDF]
Alabdullh MKK +4 more
europepmc +1 more source

