output
20172025
most citedGraph Neural Networks with convolutional ARMA filters

439 citations

46 papers

physics.geo-ph2025★ 21 cited

Benchmarking CO Storage Simulations: Results from the 11th Society of Petroleum Engineers Comparative Solution Project

Jan M. Nordbotten, Martin A. Fernø, Bernd Flemisch +40

The 11th Society of Petroleum Engineers Comparative Solution Project (shortened SPE11 herein) benchmarked simulation tools for geological carbon dioxide (CO) storage. A total o…

physics.comp-ph2024★ 9 cited

From Mesh to Neural Nets: A Multi-Method Evaluation of Physics-Informed Neural Networks and Galerkin Finite Element Method for Solving Nonlinear Convection-Reaction-Diffusion Equations

Fardous Hasan, Hazrat Ali, Hasan Asyari Arief

Non-linear convection-reaction-diffusion (CRD) partial differential equations (PDEs) are crucial for modeling complex phenomena in fields such as biology, ecology, population dynam…

cs.LG2024★ 3 cited

High-Precision Geosteering via Reinforcement Learning and Particle Filters

Ressi Bonti Muhammad, Apoorv Srivastava, Sergey Alyaev +2

Geosteering, a key component of drilling operations, traditionally involves manual interpretation of various data sources such as well-log data. This introduces subjective biases a…

eess.SY2023★ 21 cited

Online energy management system for a fuel cell/battery hybrid system with multiple fuel cell stacks

Junzhe Shi, Ulf Jakob Flø Aarsnes, Shengyu Tao +3

Fuel cell (FC)/battery hybrid systems have attracted substantial attention for achieving zero-emissions buses, trucks, ships, and planes. An online energy management system (EMS) i…

nucl-ex2023★ 9 cited

Nuclear Level Density and -ray Strength Function of and the impact on the i-process

V. W. Ingeberg, S. Siem, M. Wiedeking +29

Proton- coincidences from reactions between a beam and a deuterated polyethylene target have been analyzed with the inverse-Oslo met…

math.NA2023★ 14 cited

3D induction log modelling with integral equation method and domain decomposition preconditioning

Durra Handri Saputera, Morten Jakobsen, Koen W. A. van Dongen +3

The deployment of electromagnetic (EM) induction tools while drilling is one of the standard routines for assisting the geosteering decision-making process. The conductivity distri…