Ole Winther
Københavns Universitet
H-index: 65
Europe-Denmark
Top articles of Ole Winther
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
DeepLocRNA: an interpretable deep learning model for predicting RNA subcellular localisation with domain-specific transfer-learning | Bioinformatics | Jun Wang Marc Horlacher Lixin Cheng Ole Winther | 2024/2/5 |
Can large language models reason about medical questions? | Patterns | Valentin Liévin Christoffer Egeberg Hother Andreas Geert Motzfeldt Ole Winther | 2024/3/8 |
Predicting the subcellular location of prokaryotic proteins with DeepLocPro | bioRxiv | Jaime Moreno Henrik Nielsen Ole Winther Felix Teufel | 2024 |
CURATOR: Building Robust Machine Learning Potentials for Atomistic Simulations Autonomously with Batch Active Learning | Xin Yang Martin Hoffmann Petersen Renata Sechi William Sandholt Hansen Sam Walton Norwood | 2024/2/16 | |
Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics | Advances in Neural Information Processing Systems | Mathias Schreiner Ole Winther Simon Olsson | 2024/2/13 |
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation | Giorgio Giannone Akash Srivastava Ole Winther Faez Ahmed | 2023/5/29 | |
DiscoTope-3.0: improved B-cell epitope prediction using inverse folding latent representations | bioRxiv | Magnus Haraldson Høie Frederik Steensgaard Gade Julie Maria Johansen Charlotte Würtzen Ole Winther | 2023/2/5 |
DeepLoc 2.1: multi-label membrane protein type prediction using protein language models | Nucleic Acids Research | Marius Thrane Ødum Felix Teufel Vineet Thumuluri José Juan Almagro Armenteros Alexander Rosenberg Johansen | 2024/4/8 |
Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces | Physical Chemistry Chemical Physics | Jonas Busk Mikkel N Schmidt Ole Winther Tejs Vegge Peter Bjørn Jørgensen | 2023 |
Transfer learning identifies sequence determinants of cell-type specific regulatory element accessibility | NAR genomics and bioinformatics | Marco Salvatore Marc Horlacher Annalisa Marsico Ole Winther Robin Andersson | 2023/6/1 |
Explainable image quality assessments in teledermatological photography | Telemedicine and e-Health | Raluca Jalaboi Ole Winther Alfiia Galimzianova | 2023/9/1 |
Unifying molecular and textual representations via multi-task language modelling | Dimitrios Christofidellis* Giorgio Giannone* Jannis Born Ole Winther Teodoro Laino | 2023/1/29 | |
DiffEnc: Variational Diffusion with a Learned Encoder | arXiv preprint arXiv:2310.19789 | Beatrix MG Nielsen Anders Christensen Andrea Dittadi Ole Winther | 2023/10/30 |
Reconstructing the exit wave of 2D materials in high-resolution transmission electron microscopy using machine learning | Ultramicroscopy | Matthew Helmi Leth Larsen Frederik Dahl Lars P Hansen Bastian Barton Christian Kisielowski | 2023/1/1 |
DermX: a Dermatological Diagnosis Explainability Dataset | Raluca Jalaboi Mauricio Orbes Arteaga Dan Richter Jørgensen Ionela Manole Oana Ionescu-Bozdog | 2023/5/24 | |
ThoughtSource: A central hub for large language model reasoning data | Nature Scientific Data | Simon Ott Konstantin Hebenstreit Valentin Liévin Christoffer Egeberg Hother Milad Moradi | 2023 |
Variational open-domain question answering | Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther | 2023/7/3 | |
SecretoGen: towards prediction of signal peptides for efficient protein secretion | Felix Teufel Carsten Stahlhut Jan Refsgaard Henrik Nielsen Ole Winther | 2023/10/27 | |
Uncertainty-aware and explainable machine learning for early prediction of battery degradation trajectory | Digital Discovery | Laura Hannemose Rieger Eibar Flores Kristian Frellesen Nielsen Poul Norby Elixabete Ayerbe | 2023 |
Deorphanizing peptides using structure prediction | Journal of chemical information and modeling | Felix Teufel Jan C Refsgaard Marina A Kasimova Kristine Deibler Christian T Madsen | 2023/4/24 |
Co-Authors
