- Daniel Midtvedt
Assistant Professor & Group Leader - Fredrik Skärberg
PhD Student - Berenice García Rodríguez
PhD Student - Xinwen Zhang
PhD Student - Aarón Domenzain
PhD Student (main PI: Giovanni Volpe)
Articles from Midtvedt’s Lab
Latent Space-Driven Quantification of Biofilm Formation using Time Resolved Droplet Microfluidics on ArXiv July 10, 2025
Optical Label-Free Microscopy Characterization of Dielectric Nanoparticles published in Nanoscale February 25, 2025
Deep-learning-powered data analysis in plankton ecology published in Limnology and Oceanography Letters April 18, 2024
Dual-Angle Interferometric Scattering Microscopy for Optical Multiparametric Particle Characterization published in Nano Letters January 31, 2024
Roadmap on Deep Learning for Microscopy on ArXiv March 7, 2023
Geometric deep learning reveals the spatiotemporal fingerprint of microscopic motion published in Nature Machine Intelligence January 16, 2023
Single-shot self-supervised object detection in microscopy published in Nature Communications December 5, 2022
Microplankton life histories revealed by holographic microscopy and deep learning published in eLife November 1, 2022
Deep learning in light–matter interactions published in Nanophotonics June 14, 2022
Label-free nanofluidic scattering microscopy of size and mass of single diffusing molecules and nanoparticles published in Nature Methods May 30, 2022
Extracting quantitative biological information from bright-field cell images using deep learning published in Biophysics Reviews July 20, 2021
Quantitative Digital Microscopy with Deep Learning published in Applied Physics Reviews February 19, 2021
Fast and Accurate Nanoparticle Characterization Using Deep-Learning-Enhanced Off-Axis Holography published in ACS Nano January 5, 2021
Alumni
Mathilda Gustafsson ~ Master Student 2025
Janko Vrcek ~ Master Student 2025
Harshith Bachimanchi ~ PhD Student 2025 (main PI: Giovanni Volpe)