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- Universitat de BarcelonaES63 papers
- Universidad de ZaragozaES52 papers
- Institució Catalana de Recerca i Estudis AvançatsES33 papers
- Instituto de Biocomputación y Física de Sistemas Complejos25 papers
- Universidad de CádizES22 papers
- Centre National de la Recherche ScientifiqueFR18 papers
- Universitat Politècnica de CatalunyaES15 papers
- Trinity CollegeCA12 papers
- Universitat Autònoma de BarcelonaES12 papers
- Universidad Carlos III de MadridES11 papers
- Institut Català de Paleoecologia Humana i Evolució SocialES10 papers
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479 papers
Atoms to Processes: The Role of Artificial Intelligence and Machine Learning in Chemical Engineering
Michael Baldea, Linda J. Broadbelt, Marianthi G. Ierapetritou +17
The rapid maturation of artificial intelligence (AI) and machine learning (ML) has catalyzed a profound shift in how chemical engineering problems are formulated, analyzed, and sol…
Triangular Fuzzy Rescaling Distance
Eddy Soria, Aida Valls, Ana Beatriz Hernández-Lara
Decision-making in complex systems often involves dealing with imprecise or uncertain information, frequently represented using fuzzy sets, particularly Triangular Fuzzy Numbers (T…
Geometry-Based Neural-Network Prediction of Electron Localization Function Topology in Dense Hydrogen
Xiaoyu Wang, Miriam Marqués, Sergio Gómez +3
We develop a machine-learning framework to predict the electron localization function (ELF) of pure, dense hydrogen directly from atomic geometry, bypassing explicit electronic-str…
A convex-geometric framework for fully phase-locked states in the finite Kuramoto model
Antonio Garijo, Sergio Gómez, Alex Arenas
We study the finite-size Kuramoto model of all-to-all coupled phase oscillators with heterogeneous natural frequencies and characterize the minimal coupling strength required for t…
Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"?
Germán T. Eizaguirre, Lars Tissen, Marc Sánchez-Artigas
Text-to-SQL and Big Data are both extensively benchmarked fields, yet there is limited research that evaluates them jointly. In the real world, Text-to-SQL systems are often embedd…
Ideological polarization in static networks: A multidimensional approach for opinion alignment
Favio Di Ciocco, Hugo Pérez-Martínez, Jesús Gómez-Gardeñes +2
Polarization, defined as the emergence of sharply divided groups with opposing and often extreme views, is an increasingly prominent feature of modern societies. While many studies…