Marius Lange

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Fabian J TheisHelmholtz Munich, Technical University of MunichVerified email at helmholtz-muenchen.de
Volker BergenHelmholtz & Cellarity (Principal Scientist)Verified email at volkerbergen.de
Michal KleinAppleVerified email at apple.com
Alex WolfLaminVerified email at lamin.ai
Dana Pe'erHoward Hughes Medical Institute / Sloan Kettering InstituteVerified email at mskcc.org
Heiko LickertProfessor der Biologie, Technische Universität MünchenVerified email at helmholtz-muenchen.de
Manu SettyAssistant Professor, Fred Hutchinson Cancer CenterVerified email at fredhutch.org
Herbert B SchillerHelmholtz Munich, Ludwig Maximilians University (LMU) MunichVerified email at helmholtz-munich.de
Giovanni PallaHelmholtz Center MunichVerified email at helmholtz-muenchen.de
Florian ErhardInstitute for Virology and ImmunobiologyVerified email at uni-wuerzburg.de
David Sebastian FischerMedical University of ViennaVerified email at meduniwien.ac.at
Maren BüttnerPrincipal Data Scientist at Calico Life SciencesVerified email at calicolabs.com
Sophie TritschlerCellarity, Helmholtz Zentrum MünchenVerified email at cellarity.com
Isaac VirshupSoftware Engineer, Helmholtz MunichVerified email at helmholtz-munich.de
Adam GayosoGoogle DeepMindVerified email at google.com
Nick GouldSTFC-Rutherford Appleton LaboratoryVerified email at stfc.ac.uk
Coralia CartisUniversity of OxfordVerified email at maths.ox.ac.uk

Marius Lange

Postdoctoral Researcher, ETH Zurich, D-BSSE

Verified email at bsse.ethz.ch - Homepage

Computational Biology Machine Learning Single-cell genomics Human development


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Generalizing RNA velocity to transient cell states through dynamical modeling V Bergen, M Lange, S Peidli, FA Wolf, FJ Theis Nature biotechnology 38 (12), 1408-1414, 2020	2026	2020
Alveolar regeneration through a Krt8+ transitional stem cell state that persists in human lung fibrosis M Strunz, LM Simon, M Ansari, JJ Kathiriya, I Angelidis, CH Mayr, ... Nature communications 11 (1), 3559, 2020	504	2020
CellRank for directed single-cell fate mapping M Lange, V Bergen, M Klein, M Setty, B Reuter, M Bakhti, H Lickert, ... Nature methods 19 (2), 159-170, 2022	480	2022
scSLAM-seq reveals core features of transcription dynamics in single cells F Erhard, MAP Baptista, T Krammer, T Hennig, M Lange, P Arampatzi, ... Nature, 419–423, 2019	204	2019
Concepts and limitations for learning developmental trajectories from single cell genomics S Tritschler, M Büttner, DS Fischer, M Lange, V Bergen, H Lickert, ... Development 146 (12), dev170506, 2019	197	2019
The scverse project provides a computational ecosystem for single-cell omics data analysis I Virshup, D Bredikhin, L Heumos, G Palla, G Sturm, A Gayoso, I Kats, ... Nature biotechnology 41 (5), 604-606, 2023	125	2023
Mapping cells through time and space with moscot D Klein, G Palla, M Lange, M Klein, Z Piran, M Gander, ... bioRxiv, 2023.05. 11.540374, 2023	34	2023
CellRank 2: unified fate mapping in multiview single-cell data P Weiler, M Lange, M Klein, D Pe’er, F Theis Nature Methods, 1-10, 2024	20*	2024
Mapping lineage-traced cells across time points with moslin M Lange, Z Piran, M Klein, B Spanjaard, D Klein, JP Junker, FJ Theis, ... Genome Biology 25 (1), 277, 2024	7	2024
On monotonic estimates of the norm of the minimizers of regularized quadratic functions in Krylov spaces C Cartis, NIM Gould, M Lange BIT Numerical Mathematics 60 (3), 583-589, 2020	4	2020
Modeling dynamical biological processes through the lens of single-cell genomics M Lange Technische Universität München, 2022		2022

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