Abstract We introduce a versatile generative learning framework that integrates probabilistic diffusion models, observational data, and domain knowledge for stochastic modeling of flow in porous media. The framework begins by pretraining an unconditional diffusion model to approximate the joint distribution of subsurface parameters and state variables,
Zhongzheng Wang +4 more
wiley +1 more source
Vitruvian binders in Venice: First evidence of Phlegraean pozzolans in an underwater Roman construction in the Venice Lagoon. [PDF]
Dilaria S +7 more
europepmc +1 more source
Abstract Iron (Fe), especially soluble Fe, is critical in atmospheric fine particulate matter (PM) (PM2.5), while its source contribution remains unclear. Here, we systematically study soluble Fe from various sources through real‐world measurement, laboratory analyses, emission inventory, and model simulation.
Wei Cui +5 more
wiley +1 more source
Erratic behavior of platinum-group elements along an olivine-Cr-spinel cotectic in sulfide-undersaturated basaltic magma: roles of Cr-spinel and alloys. [PDF]
Chayka IF +14 more
europepmc +1 more source
Cassini CAPS‐ELS Observations of Low‐Energy Electron Beams Within Enceladus Mid‐Latitude Flux Tubes
Abstract The electrodynamic interaction between Saturn's magnetosphere and Enceladus accelerates electrons along magnetic field lines. These electrons propagate inside magnetic flux tubes connecting the moon to the giant planet, generating distinctive auroral hiss and auroral footprint signatures, both previously observed by the Cassini spacecraft.
J. Rabia +8 more
wiley +1 more source
The dual nature of plant growth-promoting bacteria: Benefits, risks, and pathways to sustainable deployment. [PDF]
Etesami H.
europepmc +1 more source
A Review on the Application of Magnetic Nanomaterials for Environmental and Ecological Remediation. [PDF]
Lu N +6 more
europepmc +1 more source
A novel numerical simulation framework for predicting pore space evolution and rock properties through sedimentation, compaction and diagenesis. [PDF]
Ling B, Du X, Du S, Yang F.
europepmc +1 more source
Reactivity of Wet scCO2 toward Reservoir and Caprock Formations under Elevated Pressure and Temperature Conditions: Implications for CCS and CO2-Based Geothermal Energy Extraction. [PDF]
Rangel-Jurado N +8 more
europepmc +1 more source

