3 papers
cs.CV2026
Criteria-first, semantics-later: reproducible structure discovery in image-based sciences
Jan Bumberger
Across the natural and life sciences, images have become a primary measurement modality, yet the dominant analytic paradigm remains semantics-first. Structure is recovered by predi…
physics.geo-ph2025
Broadband Dielectric Analysis of Clays: Impact of Cation, Exchange Capacity, Water Content, and Porosity
Felix Schmidt, Norman Wagner, Ines Mulder +3
Clay-rich soils and sediments are key components of near-surface systems, influencing water retention, ion exchange, and structural stability. Their complex dielectric behavior und…
cs.SE2024
Digital Ecosystem for FAIR Time Series Data Management in Environmental System Science
J. Bumberger, M. Abbrent, N. Brinckmann +9
Addressing the challenges posed by climate change, biodiversity loss, and environmental pollution requires comprehensive monitoring and effective data management strategies that ar…