During his stay, Pierre-Marie worked with Dr. Na Liu and PhD-student Frank Viveros Acosta on microfluidic studies of biogeochemical interactions involving hydrogen, sulfate-reducing bacteria (SRB), and porous media. He developed a new image analysis method using machine learning to segment crystals, gas, and biofilms from experimental image data — a valuable contribution to the group's ongoing research.

We thank Pierre-Marie for his excellent work during the internship and wishes him continued success in his studies and career!