Alex Hawkins‐Hooker
Max Planck Institute for Intelligent Systems(DE)
Publications by Year
Research Areas
Epigenetics and DNA Methylation, Genomics and Chromatin Dynamics, RNA and protein synthesis mechanisms, RNA modifications and cancer, Genomics and Phylogenetic Studies
Most-Cited Works
- → Generating functional protein variants with variational autoencoders(2021)194 cited
- → Integration of multiple epigenomic marks improves prediction of variant impact in saturation mutagenesis reporter assay(2019)67 cited
- → Chainsaw: protein domain segmentation with fully convolutional neural networks(2024)39 cited
- → PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction(2024)31 cited
- → The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles(2023)17 cited
- → Getting personal with epigenetics: towards individual-specific epigenomic imputation with machine learning(2023)15 cited
- → Likelihood-based Fine-tuning of Protein Language Models for Few-shot Fitness Prediction and Design(2024)7 cited
- → Projection layers improve deep learning models of regulatory DNA function(2019)2 cited