Héctor García Martín

Staff Scientist

Berkeley National Lab


I am a scientist in Berkeley Lab working on bioengineering cells to produce biofuels and other renewable products for the benefit of society.

I develop predictive mathematical models of cells, in the intersection of machine learning, synthetic biology and automation, as the founder of Berkeley Lab's Quantitative Metabolic Modeling group,  and Director for JBEI's Data Science and Modeling at the Biofuels and Bioproducts Division.  

My Story

I am a physicist working in synthetic biology. How did I get here? 

I started my Ph. D. in condensed matter physics, but very early on became fascinated by emergent properties in biology, like e.g. the species area rule. Hence, I decided to work on metagenomics for my postdoc at the Joint Genome Institute, obtaining blueprints of microbial community metabolism. Irked by the difficulty of creating predictive models for microbial communities, I focused on an easier target: pure cultures for which we have the tools to change their genome. This took me to my current position, developing predictive models for biological systems to produce renewable biofuels and other products. You can read the expanded version of this story here.

Hector in the non-technical media

How to Make Sustainable Products Faster with Artificial Intelligence and Automation

A Q&A with Héctor García Martín, a scientist merging biology with data-driven tools and robotics to accelerate the pipeline for medicines, eco-friendly materials, and biofuels (Berkeley Lab News)

Machine Learning Takes on Synthetic Biology: Algorithms Can Bioengineer Cells for You

Berkeley Lab scientists develop a tool that could drastically speed up the ability to design new biological systems (Berkeley Lab News).

Nerd Nite in Oakland

National Public Radio (NPR) interview

What Termites Can Teach Us (New Yorker)

Underbug (chapter 12)

New Machine Learning Approach Could Accelerate Bioengineering

Hector Garcia interviewed by California-Spain Chamber of Commerce

Navigating an Ocean of Biological Data in the Modern Era

JBEI Expert Hector Garcia on how metabolic engineering is applied to biofuel production

Unlocking clean cheap energy (SF Chronicle)

¿Para cuándo los biocarburantes de 2ª generación?

Multicultural metabolic map

Leaving out the details