3 papers
cs.LG2026
Contrastive Image-Metadata Pre-Training for Materials Transmission Electron Microscopy
Georgia Channing, Debora Keller, Marta D. Rossell +3
The transmission electron microscope facilitates the highest-resolution imaging of any instrument ever created, and its limiting factor is no longer spatial resolution but dose eff…
physics.chem-ph2023
Net electrophilicity as computational route for the choice of favorable ionic liquids in nanoparticle production
Marta Bon, Debora Keller, Rolf Erni +1
In the last years, the potential of using ionic liquids (IL)s as an environment for nanoparticle (NP) synthesis has been demonstrated and in particular, triggering NP formation in…
cs.CV2021
Self-supervised denoising for massive noisy images
Feng Wang, Trond R. Henninen, Debora Keller +1
We propose an effective deep learning model for signal reconstruction, which requires no signal prior, no noise model calibration, and no clean samples. This model only assumes tha…