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Two‐photon polymerization enables high‐resolution microfabrication, but performing alignment when printing multiple structures is difficult. Here, we present a fast, robust, and open‐source protocol for automated alignment on Nanoscribe systems. Achieving ≈0.4 μm accuracy in under 5 s, our protocol reduces time and error in multimaterial printing. This
Daniel Maher +4 more
wiley +1 more source
LLM‐Based Scientific Assistants for Knowledge Extraction: Which Design Choices Matter?
A comprehensive framework for optimizing Large Language Models in domain‐specific applications is introduced. The LLM Playground integrates Prompt Engineering, knowledge augmentation, and advanced reasoning strategies to enable systematic comparison of architectures and base models.
David Exler +7 more
wiley +1 more source
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
Portfolio in initial teacher education
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Policy Statement: Accreditation of Programmes of Initial Teacher Education in Scotland: September 2019 [PDF]
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Memorandum on Entry Requirements to Programmes of Initial Teacher Education in Scotland: September 2019 [PDF]
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Initial Teacher Education and Social Justice
2022This chapter aims to provoke discussion and debate about initial teacher education and social justice. We begin with an exploration of ITE in the current moment. Global trends in the preparation of future teachers provide a sense of what is achievable or not in terms of providing preservice teachers with a curriculum that has a focus on social justice.
Mills, Martin, Lingard, Bob
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Initial Language Teacher Education
IRecall Journal, 2023Within the last three decades, the discipline of initial language teacher education has undergone what is called as the Sociocultural Turn (Johnson, 2006). This shift necessitates considering teacher learning and professional development as a situated social and individual that is facilitated by opportunities for new teachers to acquire the mediational
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Educational concept and initial teacher education [PDF]
This paper discusses the concept of beliefs of in-service and pre-service teachers at faculties of education in different conceptual and terminological determinations, as well as the results of respective relevant research about their connection with the orientation towards the application of specific teaching methods in specific learning situations ...
Mrvoš, Ivana +2 more
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