Welcome

Hello and welcome to my personal website!

I’m Søren, a computational scientist currently working as a Physical Science Research Scientist in the Stanford University Department of Mechanical Engineering under Prof Eric Darve, Previously, I was a Physical Science Research Scientist in the Stanford University Energy Science & Engineering Department under Prof Hamdi Tchelepi. Prior to joining Stanford, I was a Research Scientist at the former Future Concepts Division of SRI International. Throughout my academic and professional career, I have been tackling a host of challenging multi-scale and multi-physics problems ranging from shocked-particle laden flows and 3D printing to $\mathrm{CO}_2$-injection induced seismicity. I am interested in efficient, predictive modeling of multi-physics systems by utilizing tools from uncertainty quantification (UQ), deep learning, and high-performance computing, among others. More recently, I started looking into using agentic AI to accelerate scientific workflows.

I want to be at the forefront of agentic AI and scientific machine learning, where a combination of traditional physics-based modeling, frontier LLMs, and data-driven solutions such as neural operators and graph neural networks can deliver groundbreaking advances in science and technology. Such approaches are essential for advancing the current state of the art in predictive scientific computing.

Please check out some of my past projects under the Portfolio tab and a list of publications under the Publications tab.

In my spare time, I enjoy hiking and exploring the big cultural hubs of this planet. On occasion, I also find myself contemplating about the mysteries of the Universe and wondering when Quantum Mechanics and Einstein’s theory of General Relativity will finally be reconciled…

Have a great day!

-Søren