An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto +5 more
wiley +1 more source
The Role of Self-Improving Tutoring Systems in Fostering Pre-Service Teacher Self-Regulated Learning. [PDF]
Huang L +5 more
europepmc +1 more source
An agentic AI‐driven decision‐support framework for prosumers is proposed, integrating PV generation, load profiling, and multihorizon optimization within a four‐agent architecture. The approach significantly reduces grid dependence, enhances self‐sufficiency and prevents system oversizing.
Adela BÂRA, Simona‐Vasilica OPREA
wiley +1 more source
Content Area Pre-Service and In-Service Teachers' Knowledge and Attitudes Towards English Learners (ELs) [PDF]
Color poster with text and graphs.This study was designed to uncover the attitudes and knowledge of content area pre-service and in-service teachers about teaching English Learners (ELs).University of Wisconsin--Eau Claire Office of Research and ...
Parks, Maggie
core
Shaping Student Relationships: The Role of Personality in Early Childhood Pre-Service Teachers
The purpose of this explanatory sequential mixed-methods study is to explain teacher–student relationships in preschool classrooms in terms of the child’s temperament and the pre-service preschool teachers’ personalities.
Seda Ata, İlayda Kimzan
doaj +1 more source
Flipped classroom: motivational affordances of spherical video-based immersive virtual reality in support of pre-lecture individual learning in pre-service teacher education. [PDF]
Jong MS.
europepmc +1 more source
ABSTRACT The rapid evolution of the Internet of Things (IoT) has significantly advanced the field of electrocardiogram (ECG) monitoring, enabling real‐time, remote, and patient‐centric cardiac care. This paper presents a comprehensive survey of AI assisted IoT‐based ECG monitoring systems, focusing on the integration of emerging technologies such as ...
Amrita Choudhury +2 more
wiley +1 more source
Mathematics self-belief comparison and examination of pre-service teacher (PST) through a flipped-open calculation based on numbers (ABN) learning method. [PDF]
Jeong JS, González-Gómez D.
europepmc +1 more source
Abstract This study develops and empirically estimates a structural framework to decompose the causal pathways of multilevel behavioral interventions targeting adolescent health behaviors. We apply this framework to the Kids SIPsmartER (KSS) program, a 6‐month, school‐based intervention evaluated through a clustered randomized controlled trial in rural
Naveen Abedin +5 more
wiley +1 more source
An examination of knowledge prioritisation in secondary physical education teacher education courses [PDF]
A number of terms have been used to describe knowledge needed for teaching, one of which is subject knowledge. How knowledge for teaching is conceptualised in teacher education prioritises some knowledge bases over other knowledge bases.
Katene, W, Capel, S, Cook, P, Hayes, S
core +2 more sources

