Results 81 to 90 of about 109,600 (254)

Development of a RAG-based LLM-Agent chatbot to support transformative adaptation planning for climate change

reservedThe accelerating impacts of climate change demand urgent and innovative responses to mitigate growing risks to both human and natural systems. Transformative adaptation planning offers a strategic framework to fundamentally reshape systems and ...
CHIARELLO, FEDERICO
core  

Sustainable Materials Design With Multi‐Modal Artificial Intelligence

Advanced Science, EarlyView.
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu, Tianshuo Wei, Yan Ge, Bo Peng, Yue Li, Maolin Wang, Peng Wen, Chao Yang, Ye Wei   +8 more
wiley   +1 more source

On Explainability of Cluster Prototypes with Rough Sets: A Case Study in the FMCG Market

International Journal of Applied Mathematics and Computer Science
Despite the growing popularity of machine learning (ML), such solutions are often incomprehensible to employees and difficult to control. Addressing this issue, we discuss some essential problems of explainable ML applications in the fast-moving consumer
Grzegorowski Marek, Janusz Andrzej, Marcinowski Łukasz, Skowron Andrzej, Ślęzak Dominik, Śliwa Grzegorz   +5 more
doaj   +1 more source

Method for constructing a cognitive map of processes in a dynamic system using the cooperation of large language models

Ìнформаційні технології та компʼютерна інженерія
In the context of growing demands for rapid decision-making and in-depth analysis of complex dynamic systems – particularly when available data are limited and the involvement of experienced experts is either impractical or prohibitively expensive – the ...
B. Varer, V. Mokin
doaj   +1 more source

LLM-based RecSys: Multi-agent Architectures and Advanced RAG Techniques

openThis thesis presents the work carried out during my internship at Statwolf Data Science (Padua, Italy) and centers on the design and implementation of a movie recommendation system built from scratch.
RUSSO, CHRISTIAN FRANCESCO
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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

Analysis of the capabilities of large and small language models (LLM/SLM) for optimizing decision-making processes in a radio communication system

Технічна інженерія
The modern radio communication system operates in conditions of extreme complexity, characterized by a dynamically changing environment, high density of information flows, and active enemy countermeasures.
S.O. Dupelich, V.V. Dzyubenko
doaj   +1 more source

Automating Chemical Reasoning in High‐Throughput Phase Identification With a Probabilistic, LLM‐Guided Framework

Advanced Science, EarlyView.
Autonomous laboratories can now synthesize materials faster than experts can interpret the resulting diffraction data. A probabilistic framework combines refinement‐fit metrics with large language model‐derived chemical reasoning to rank competing phase interpretations and flag those unsuitable for autonomous use.
Olympia Dartsi, Lauren N. Walters, Amalie E. Trewartha, Steven B. Torrisi, Amanda Volk, Liam Joyce, Gerbrand Ceder, Anubhav Jain   +7 more
wiley   +1 more source

ChatGPT in Teaching Linear Algebra: Strides Forward, Steps to Go

Open Education Studies
As soon as a new technology emerges, the education community explores its affordances and the possibilities to apply it in education. In this article, we analyze sessions with ChatGPT around topics in basic linear algebra.
Bagno Eli, Dana-Picard Thierry (Noah), Reches Shulamit   +2 more
doaj   +1 more source

LLM Assistants for Interaction with Autonomous Systems

reservedIl presente lavoro di tesi descrive la progettazione e l’implementazione di un sistema per l’addestramento e la gestione di modelli linguistici di larga scala (LLM), capaci di adattarsi automaticamente alle risorse hardware disponibili e operare ...
ZINGRILLARA, MATTEO
core