Hi, I'm Francisco Correia Marques.

I am a Postdoctoral Researcher at the Laboratory for Bone Biomechanics, ETH Zürich.

I develop computational tools and multimodal imaging approaches to investigate biological systems across multiple scales.

What I Do

Research focus areas

Correlative Multimodal Imaging

Develop image analysis tools to integrate spatial transcriptomics, time-lapsed micro-CT, and micro-finite element models, bridging molecular, cellular, and tissue-scale data to understand bone mechanobiology.

High-Performance Computing & AI

Leverage machine learning and high-performance computing platforms to process terabyte-scale datasets from in vivo imaging and histology, enabling automated analysis and quantitative insights at scale.

Spatial Omics & Mechanobiology

Establish bioinformatics workflows to identify mechanoregulated genes and cellular responses, uncovering fundamental principles of bone adaptation and regeneration.

Latest from the Blog

Collection of thoughts and reflections