Kellner, Matthias

1. Uncertainty quantification by direct propagation of shallow ensembles
   2024/02/26 by Matthias Kellner, Kellner, Matthias, Michele Ceriotti +1 · 9 citations
   Computer Science · #Image and Signal Denoising Methods
2. PET-MAD, a lightweight universal interatomic potential for advanced materials modeling
   2025/03/18 by Mazitov, Arslan, Bigi, Filippo, Kellner, Matthias +6 · 11 citations
   #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
3. Metatensor and metatomic: foundational libraries for interoperable atomistic machine learning
   2025/08/21 by Filippo Bigi, Joseph W. Abbott, Bigi, Filippo +27 · 1 voice · 5 citations
   #physics.chem-ph
4. A deep learning model for chemical shieldings in molecular organic solids including anisotropy
   2025/06/16 by Kellner, Matthias, Holmes, Jacob B., Rodriguez-Madrid, Ruben +4 · 4 citations
   #Chemical Physics (physics.chem-ph) #FOS: Physical sciences