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Unlike images and text, applying transfer learning to tabular data is challenging due to heterogeneity in feature types, structures, and semantics across disparate domains. Existing methods assume shared features across data tables to enable knowledge transfer between domains, which is unrealistic in practice. \mds{Thi...
Machine LearningFOS: Computer and information sciencesMachine Learning (cs.LG)
Muhammad Amir Saeed · Jo Eidsvik · Antonio Candelieri
This study develops a multi-objective Bayesian optimization framework for the design of geological CO2 injection strategies. The problem is formulated over a mixed decision space that includes well configuration, injection rate, and staged allocation of injection across reservoir layers. Evaluating candidate strategies...
Attention improves representation learning over RNNs, but its discrete nature limits continuous-time (CT) modeling. We introduce Neuronal Attention Circuit (NAC), a novel, biologically inspired CT-attention mechanism that reformulates attention logit computation as the solution to a linear first-order ODE with nonlinea...
Machine LearningFOS: Computer and information sciencesArtificial Intelligence (cs.AI)Artificial Intelligence
Samuel GALLEGO PARRA · Ilya KUPENKO · Katarzyna Maria SKRZYNSKA · Daria DIAGILEVA · y 1 más
In this experiment, we aim to investigate the density as well as the electronic, elastic and thermodynamic properties of hydrogen-bearing Fe-Si-alloys at pressures above 300 GPa and temperatures up to several thousands of degrees. Therefore, nuclear inelastic scattering (NIS) and powder x-ray diffraction (XRD) are plan...
PaNES-1497Earth SciencesParticles, Nuclei and Fields
Fred Heiding · Claudio Mayrink Verdun · Simon Lermen · Andrew Kao · y 4 más
Voice phishing (vishing) attacks have traditionally been limited by the need for human operators. The rapid emergence of high-quality AI voice synthesis and large language models (LLMs) reduces this bottleneck and enables scalable, automated scams. In this paper, we conduct a large-scale survey experiment (N=4100) and...
FOS: Computer and information sciencesCryptography and SecurityComputers and Society (cs.CY)engineering and technology
Peng Wu · Kamyar Shirvanimoghaddam · İlhan Özen · Nauman Ali Choudhry · y 4 más
Triboelectric nanogenerators (TENGs) capable of operating at elevated temperatures remain constrained by charge dissipation and the poor thermal stability of conventional polymer dielectrics. Here, liquid metal (LM)-integrated polyimide (PI) nanofibers are developed as a thermally robust triboelectric platform for hars...
Macromolecular and materials chemistryChemical sciencesMaterials engineeringCondensed matter physics
Jorge Gallegos-Molina · Diana Movilla-Quesada · Manuel Lagos-Varas · Natividad Antón Iglesias · y 1 más
Sheep manure is an abundant biogenic residue with potential as a renewable feedstock for producing value-added materials through thermochemical conversion. This study investigates the valorisation of sheep manure by slow pyrolysis to obtain a bio-oil suitable for use as a bio-based modifier in bituminous binders. Physi...
Luís Claudio Martins · Samara Soares · Maria C. Hespanhol · Fábio R.P. Rocha
Chocolate is a complex, highly-fat matrix, whose elemental analysis typically relies on microwave-assisted acid digestion (MW-AD) with concentrated HNO3 and H2O2 under harsh conditions. In this study, a greener sample-preparation strategy was developed by combining thymol, a natural lipid extractor, with a diluted aque...
In many settings, a data curator links records from two files to produce datasets that are shared with secondary analysts. Analysts use the linked files to estimate models of interest, such as regressions. Such two-stage approaches do not necessarily account for uncertainty in model parameters that results from uncerta...
Methodology (stat.ME)FOS: Computer and information sciencesH.2.8; G.3; H.2.m62D10 62J05 (Primary) 62F15, 62H30 (Secondary)
Lorenzo Zapparoli · Paul Fäth · Blazhe Gjorgiev · Giovanni Sansavini
As the penetration of distributed energy resources (DERs) increases, harnessing their flexibility becomes critical for power system operations. Virtual power plants (VPPs) offer a promising solution. However, most existing scheduling tools rely on simplified DER or grid models and largely overlook local flexibility pro...
Ancillary servicesElectricity marketsVirtual power plantStochastic optimization
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