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Automated Extraction of Multicomponent Alloy Data Using Large Language Models for Sustainable Design

Advanced Science, EarlyView.
A large language model (LLM) based pipeline is developed to automatically extract a comprehensive and accurate multicomponent alloy database from literature corpus. The extracted dataset is integrated with sustainability indicators to identify potential alloys that outperform existing industrial benchmark materials in terms of both performance and ...
Aravindan Kamatchi Sundaram, Mohit Chakraborty, Sai Mani Kumar Devathi, B. Pabitramohan Prusty, Rohit Batra   +4 more
wiley   +1 more source

Hankel's principle as an anti-Kantian program. [PDF]

Arch Hist Exact Sci
Toader ID.
europepmc   +1 more source

Math Anxiety and Metacognition: How Numerical Content Shapes Confidence. [PDF]

J Intell
Sidi Y, Morsanyi K, Ackerman R.
europepmc   +1 more source

Predicting students' performance on geometric problem-solving tasks: the roles of cognitive reflection, fluid intelligence, and mathematical beliefs. [PDF]

Front Psychol
Rubio-Sánchez A, Gómez-Veiga I, Gómez-Chacón IM.   +2 more
europepmc   +1 more source

What shapes mathematics anxiety in K-12 education? A scoping review of research from 2019 to 2025. [PDF]

Front Psychol
Zhou Y, Jing B, Wang Q, Zhang J.
europepmc   +1 more source

Teaching and learning strategies for the derivative in engineering education: A scoping review protocol. [PDF]

PLoS One
Galindo Illanes MK, Chamorro Manríquez DD, Herrera Valdés C.   +2 more
europepmc   +1 more source

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CIRCUMSCRIPTION AND GENERIC MATHEMATICAL OBJECTS

Fundamenta Informaticae, 1994
We investigate the possibility of using circumscription for characterizing the concept of a generic object in the context of a formalized mathematical theory. We show that conventional circumscriptive policies do not give the intuitively expected results for elementary geometry, and that there is a common explanation for this failure and the failure of
Leopoldo E. Bertossi, Raymond Reiter
openaire   +2 more sources

A mathematical programming generator

ACM SIGAPL APL Quote Quad, 1989
This paper describes a mathematical programming generator that interprets problem statements written in the algebraic notation found in journal articles and text-books and outputs statements in the MPS format used by IBM's MPSX mathematical programming system.
openaire   +1 more source