Jovan Tanevski

Principal Researcher, Ruprecht-Karls-Universität Heidelberg

Joined

March 2021

Names

Jovan Tanevski (Preferred)

Emails

****@uni-heidelberg.de (Confirmed)

****@ijs.si (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Ruprecht-Karls-Universität Heidelberg (uni-heidelberg.de)

2024 – Present

Postdoc

Ruprecht-Karls-Universität Heidelberg (uni-heidelberg.de)

2018 – 2024

Postdoc

Jožef Stefan Institute (ijs.si)

2016 – 2020

PhD student

Jožef Stefan Institute (ijs.si)

2011 – 2016

Advisors, Relations & Conflicts

Postdoc Advisor

Julio Saez-Rodriguez

2018 – 2024

PhD Advisor

Sašo Džeroski

2011 – 2016

PhD Advisor

Ljupčo Todorovski

2011 – 2016

Expertise

spatial omics

single cell

machine learning

computational biomedicine

2018 – Present

computational scientific discovery

machine learning

dynamical systems

systems biology

2011 – Present

Publications

ContextFlow: Context-Aware Flow Matching for Trajectory Inference from Spatial Omics Data
Santanu Rathod, Francesco Ceccarelli, Sean B. Holden, Pietro Lio, Xiao Zhang, Jovan Tanevski
- Submitted to ICLR 2026
- Readers: Everyone
DOT: Fast Cell Type Deconvolution by Optimal Transport
Arezou Rahimi, Luis Vale Silva, Maria Fälth Savitski, Jovan Tanevski, Julio Saez Rodriguez
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Desk Rejected Submission
- Readers: Everyone
Combinatorial search for selecting the structure of models of dynamical systems with equation discovery
Jovan Tanevski, Ljupco Todorovski, Saso Dzeroski
- 2020 (modified: 06 Apr 2021)
- Eng. Appl. Artif. Intell. 2020
- Readers: Everyone
Learning Surrogates of a Radiative Transfer Model for the Sentinel 5P Satellite
Jure Brence, Jovan Tanevski, Jennifer Adams, Edward Malina, Saso Dzeroski
- 2020 (modified: 04 Nov 2022)
- DS 2020
- Readers: Everyone
Multi-level information fusion for learning a blood pressure predictive model using sensor data
Monika Simjanoska, Stefan Kochev, Jovan Tanevski, Ana Madevska Bogdanova, Gregor Papa, Tome Eftimov
- 2020 (modified: 12 Jan 2022)
- Inf. Fusion 2020
- Readers: Everyone
Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems
Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski
- 2019 (modified: 04 Nov 2022)
- IEEE Access 2019
- Readers: Everyone
Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems
Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski
- 2019 (modified: 04 Nov 2022)
- CoRR 2019
- Readers: Everyone
Decoupling approximation robustly reconstructs directed dynamical networks
Nikola Simidjievski, Jovan Tanevski, Bernard Zenko, Zoran Levnajic, Ljupco Todorovski, Saso Dzeroski
- 2017 (modified: 06 Nov 2022)
- CoRR 2017
- Readers: Everyone
Process-Based Modeling and Design of Dynamical Systems
Jovan Tanevski, Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski
- 2017 (modified: 04 Nov 2022)
- ECML/PKDD (3) 2017
- Readers: Everyone
General Meta-Model Framework for Surrogate-Based Numerical Optimization
Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski
- 2017 (modified: 04 Nov 2022)
- DS 2017
- Readers: Everyone

View all 13 publications

Jovan Tanevski

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors