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Most Recently Released Items

HPExplorer: XAI Method to Explore the Relationship Between Hyperparameters and Model Performance

Grushetskaya, Yulia; Sips, M.; Schachtschneider, Reyko; Saberioon, Mohammadmehdi ...

2024-09-20

Hyperparameters (HPs) play a central role in the performance of machine learning (ML) models, governing model structure, regularization, and converge...

The Role of Upper Mantle Forces in Post‐Subduction Tectonics: Plumelet and Active Rifting in the East Anatolian Plateau

Şengül Uluocak, Ebru; Pysklywec, Russell N.; Sembroni, Andrea; Brune, Sascha ...

2024-09-20

The spatiotemporal interaction of large- and regional-scale upper mantle forces can prevail in collisional settings. To better understand the role of...

Benford's Law as Debris Flow Detector in Seismic Signals

Zhou, Qi; Tang, Hui; Turowski, J.; Braun, Jean ...

2024-09-20

Seismic instruments placed outside of spatially extensive hazard zones can be used to rapidly sense a range of mass movements. However, it remains ch...

The 2020 European Seismic Hazard Model: overview and results

Danciu, Laurentiu; Giardini, Domenico; Weatherill, Graeme; Basili, Roberto ...

2024-09-20

The 2020 update of the European Seismic Hazard Model (ESHM20) is the most recent and up-to-date assessment of seismic hazard for the Euro-Mediterrane...