Research Scientist · SINTEF · Trondheim
I build numerical models and AI-assisted tools for ground engineering — from coupled simulations of soil and rock to physics-informed machine learning and digital workflows for geohazard management.
I gave five frontier AI models the same one-sentence prompt: build a website explaining coupled thermo-hydro-mechanical processes in porous media, with beautiful and interactive illustrations. The results ranged...
Exploring the capabilities of the newly released Gemini 3.1 Pro by generating a complex, interactive 3D visualization of soil constitutive models using Three.js and Plotly.
A reflection on the rapid evolution of AI tool development—from manual function calling to the Model Context Protocol (MCP) and Agent Skills—and why staying ahead means building for...
There are several mathematical statements or problems that do not make sense at all at first glance, until closely scrutinized. A detailed examination then proves that the statements...
In physics, there are conservation laws for quantities like mass and energy. When we say a certain quantity obeys a conservation law, we mean that the amount of...
I recently finished reading the autobiography of one of the greatest scientists of the 20th century, Richard Feynman, entitled Surely You’re Joking, Mr. Feynman. My feeling from beginning...
AI assistants for numerical simulations in geomechanics, demonstrating productivity gains in slope stability assessments.
Generates 3D terrain plots from XYZ point clouds or geographic bounds, including slope profiles for risk analysis.
Physics-informed neural networks for soil mechanics and poroelastic consolidation.
Interactive reference for coupled problems in geoengineering, from landslide simulations to heat flow analyses.
Finite difference solver for steady-state groundwater flow in 2D, turning research models into accessible tools.
Tool for estimating in-situ rock stresses from hydraulic fracturing test data.
For research collaborations, consulting on geotechnical modelling, or questions about my work, write to yaredworku@gmail.com.