3 papers
q-bio.BM2022
Protein Structure Prediction until CASP15
Arne Elofsson
In Dec 2020, the results of AlphaFold2 were presented at CASP14, sparking a revolution in the field of protein structure predictions. For the first time, a purely computational met…
q-bio.BM2021
Protein sequence-to-structure learning: Is this the end(-to-end revolution)?
Elodie Laine, Stephan Eismann, Arne Elofsson +1
The potential of deep learning has been recognized in the protein structure prediction community for some time, and became indisputable after CASP13. In CASP14, deep learning has b…
q-bio.BM2018
Deep transfer learning in the assessment of the quality of protein models
David Menéndez Hurtado, Karolis Uziela, Arne Elofsson
MOTIVATION: Proteins fold into complex structures that are crucial for their biological functions. Experimental determination of protein structures is costly and therefore limited…