large language models

A Large Language Model-enhanced Delay-and-Sum algorithm for damage imaging in carbon fiber reinforced polymer composites

Large-language-model-driven multiple algorithm evolution for network-constrained unit commitment model reduction

LLM-Assisted Behavioural and Scenario Augmentation for Agent-Based Energy Adoption Models

A hybrid framework for LLM-assisted specification design, integrating bounded behavioural rubrics and structured scenario specifications into a calibrated agent-based model (ABM) of solar photovoltaic adoption by Irish dairy farms achieves up to approximately 13% behavioural adoption increase relative to the correspond...

Personalized Recommendation Tool Learning via Autonomous Language Agents

An agent-based recommendation framework, memory-based Personalized Recommendation Tool learning via autonomous language Agents (PRTA), in which an LLM acts as a central planner interacting with multiple recommendation models as tools, demonstrating the superiority of PRTA over traditional recommendation and LLM-based b...

EuLLM — Open-source sovereign LLM platform

EuLLM is an open-source platform for creating, distributing, and running sovereign EU-compliant Large Language Models, designed for verticalization across domains, languages, and brands while ensuring AI Act compliance. The platform consists of three components: Engine — a Rust-based inference runtime built on top of l...

Continuously Adaptive Curricula: Using Learner Models to Restructure Instruction in Real Time

Large language models can generate explanations and tutoring dialogue on demand, but most systems still rely on a curriculum that was fixed at the start of learning. The result is a path that does not change when a learner masters material early or repeatedly struggles with a prerequisite. This paper argues that the mo...

Reaction Synchronization and Civilizational Reorganization -Why Do Synchronization Structures Form, Expand, Persist, and Reorganize?

This paper develops a dynamic framework for analyzing civilizational reorganization by extending the theory of reaction synchronization along a temporal axis. Rather than treating civilizations as unified entities that rise, decline, and replace one another, it conceptualizes civilization as an overlapping assemblage o...

EuLLM — Open-source sovereign LLM platform

EuLLM is an open-source platform for creating, distributing, and running sovereign EU-compliant Large Language Models, designed for verticalization across domains, languages, and brands while ensuring AI Act compliance. The platform consists of three components: Engine — a Rust-based inference runtime built on top of l...

Domain Number Mathematics I : Resolution as Problem Data, Dependency-Preserving Finite Relations, and FRN-2

Many mathematical problems are posed at a level of resolution stronger than what is required by a given task. This paper develops a framework in which requested mathematical resolution is treated as explicit problem data rather than only as a numerical-accuracy parameter. The contribution claimed here is not that inter...

Supplementary materials

Supplementary materials of the paper titled "Augmenting large language models with a knowledge graph for question answering in the design of indoor physical environments".

Domain Number Mathematics I : Resolution as Problem Data, Dependency-Preserving Finite Relations, and FRN-2

Many mathematical problems are posed at a level of resolution stronger than what is required by a given task. This paper develops a framework in which requested mathematical resolution is treated as explicit problem data rather than only as a numerical-accuracy parameter. The contribution claimed here is not that inter...

EuLLM — Open-source sovereign LLM platform

EuLLM is an open-source platform for creating, distributing, and running sovereign EU-compliant Large Language Models, designed for verticalization across domains, languages, and brands while ensuring AI Act compliance. The platform consists of three components: Engine — a Rust-based inference runtime built on top of l...