367 citations
- University of SzegedHU8 papers
- Sapienza University of RomeIT7 papers
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- Bucharest University of Economic StudiesRO6 papers
- Northwestern Polytechnical UniversityCN6 papers
- University of MacerataIT4 papers
- Max Planck Institute for Radio AstronomyDE3 papers
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64 papers
A semi-implicit double-point Material Point Method for both free-surface flow and seepage in deformable porous media
Mian Xie, Pedro Navas, Susana López-Querol
A new semi-implicit, two-phase, double-point formulation of the Material Point Method (MPM) for soil-water interaction with seepage and free-surface flows under large deformation i…
Jean-Raymond Abrial: A Scientific Biography of a Formal Methods Pioneer
Jonathan P. Bowen, Henri Habrias
Jean-Raymond Abrial is one of the central figures in the development of formal methods for software and systems engineering. Over a career spanning more than five decades, he has p…
An Expert-grounded benchmark of General Purpose LLMs in LCA
Artur Donaldson, Bharathan Balaji, Cajetan Oriekezie +2
Purpose: Artificial intelligence (AI), and in particular large language models (LLMs), are increasingly being explored as tools to support life cycle assessment (LCA). While demons…
GreenBytes: Intelligent Energy Estimation for Edge-Cloud
Kasra Kassai, Tasos Dagiuklas, Satwat Bashir +1
This study investigates the application of advanced machine learning models, specifically Long Short-Term Memory (LSTM) networks and Gradient Booster models, for accurate energy co…
Architectural Blueprint For Heterogeneity-Resilient Federated Learning
Satwat Bashir, Tasos Dagiuklas, Kasra Kassai +1
This paper proposes a novel three tier architecture for federated learning to optimize edge computing environments. The proposed architecture addresses the challenges associated wi…
A Stabilised Semi-Implicit Double-Point Material Point Method for Soil-Water Coupled Problems
Mian Xie, Pedro Navas, Susana Lopez-Querol
A semi-implicit two-phase double-point Material Point Method (MPM) formulation, based on the incremental fractional-step method to model large deformation geotechnical problems has…