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Simulation & Data Scientist | Earth System Science

PostDoc - Software Engineering & Data Analysis at Forschungszentrum Jülich

Open to:Collaborations
Preferred workplace:Hybrid
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Career: 4

PostDoc - Software Engineering & Data Analysis

Forschungszentrum Jülich

Full-time

Dec 2023 - Present

MSc Candidate - Software Engineering & Data Analysis

Forschungszentrum Jülich

Part-time

Jan 2020 - Dec 2023

PhD Candidate - Software Engineering & Data Analysis

Forschungszentrum Jülich

Full-time · Hybrid

Jan 2020 - Dec 2023

Software Engineering & Data Analysis

University of Wuppertal

Part-time · On-site

Jan 2018 - Dec 2018

Skills: 3

Technical

CC++Python

Projects: 3

Dec 2023 - Present

WarmWorld is a German climate research project bringing together several major research institutions to improve ICON, a global climate model, so it can make sharper, more local climate predictions and better forecast extreme weather. The goal is to shrink the model's resolution down to just 1–5 km, much finer than today's typical models, which requires making the model faster, more precise, and easier to use. It's funded by the German government (BMFTR) and led by experts from institutions including the Max Planck Institute for Meteorology, the Alfred Wegener Institute, the German Climate Computing Center, and the University of Cologne. My contribution focused on integrating our own chemistry transport model into ICON as a plugin, enabling high resolution simulation of how gases and particles move through the atmosphere at the finer scales targeted by the project.

journals.ametsoc.org/view

May 2023 - Aug 2023

This project studied how the Asian summer monsoon connects the near-surface atmosphere over Southeast Asia to the upper atmosphere on a global scale, through a large international research collaboration. We found that the monsoon acts as a major pathway, lifting moisture, aerosols, and pollutants up into the high atmosphere and out toward the poles. This affects atmospheric chemistry, including the breakdown of stratospheric ozone, and changes how the atmosphere absorbs and reflects radiation, which matters for climate. Long-range transport of aerosols like ammonium nitrate can also influence cloud formation, adding another way this process shapes weather and climate. My contribution included climatological analysis ahead of the field campaign to help identify promising measurement locations, and during the campaign, working closely with the measurement team to analyze near-real-time model simulations of the relevant atmospheric processes. I also supported flight planning using PLANET and MSS, a tool set that displays the aircraft's flight path on a map with additional data overlays.

iau.uni-wuppertal.de/en

Jan 2018 - Jan 2019

GRIPS is a long-term measurement project at the University of Wuppertal that tracks the temperature of the atmosphere at around 87 km altitude, using ground-based infrared spectrometers to observe natural airglow emissions at night. The project has been running continuously since 1987, making it one of the longest-running datasets of its kind, and contributes to an international network monitoring this atmospheric region. I worked on the software that processes the raw measurements into temperature data, maintaining and improving it, integrating a spectra simulation tool into the workflow, and analyzed the resulting temperature data to check for and understand possible systematic errors.

Publications: 22

MPTRAC: Domain-decomposed Massively-Parallel Trajectory Calculations

Preprint
doi.org/10.5194/egusphere-egu26-10878

Jan Clemens, Lars Hoffmann, Rolf Müller, Felix Plöger, Marvin Henke, Nicole Thomas, Sabine Grießbach, Catrin Meyer

Mar 2026

MPTRAC: A high-performance Lagrangian transport model for atmospheric air parcel dispersion

Journal of Open Source Software

Journal Article
doi.org/10.21105/joss.08177

Lars Hoffmann, Jan Clemens, Sabine Griessbach, Kaveh Haghighi Mood, Yi Heng, Farahnaz Khosrawi, Mingzhao Liu, Yen-Sen Lu, Catrin Meyer, Nils Nobre Wittwer, Xue Wu, Ling Zou

Jul 2025

Variability and trends in the PV-gradient dynamical tropopause

Preprint
doi.org/10.5194/egusphere-egu24-10991

Anna Katharina Turhal, Felix Plöger, Jan Clemens, Thomas Birner, Franziska Weyland, Paul Konopka, Peter Hoor

Jan 2025

Variability and trends in the potential vorticity (PV)-gradient dynamical tropopause

Atmospheric Chemistry and Physics

Journal Article
doi.org/10.5194/acp-24-13653-2024

Katharina Turhal, Felix Plöger, Jan Clemens, Thomas Birner, Franziska Weyland, Paul Konopka, Peter Hoor

Dec 2024

Implementation and evaluation of diabatic advection in the Lagrangian transport model MPTRAC 2.6

Geoscientific Model Development

Journal Article
doi.org/10.5194/gmd-17-4467-2024

Jan Clemens, Lars Hoffmann, Bärbel Vogel, Sabine Grießbach, Nicole Thomas

May 2024

Accelerating Lagrangian transport simulations on graphics processing units: performance optimizations of Massive-Parallel Trajectory Calculations (MPTRAC) v2.6

Geoscientific Model Development

Journal Article
doi.org/10.5194/gmd-17-4077-2024

Lars Hoffmann, Kaveh Haghighi Mood, Andreas Herten, Markus Hrywniak, Jiri Kraus, Jan Clemens, Mingzhao Liu

May 2024

Variability and trends in the PV-gradient dynamical tropopause

Preprint
doi.org/10.5194/egusphere-2024-471

Katharina Turhal, Felix Plöger, Jan Clemens, Thomas Birner, Franziska Weyland, Paul Konopka, Peter Hoor

Feb 2024

A multi-scenario Lagrangian trajectory analysis to identify source regions of the Asian tropopause aerosol layer on the Indian subcontinent in August 2016

Atmospheric Chemistry and Physics

Journal Article
doi.org/10.5194/acp-24-763-2024

Jan Clemens, Bärbel Vogel, Lars Hoffmann, Sabine Griessbach, Nicole Thomas, Suvarna Fadnavis, Rolf Müller, Thomas Peter, Felix Ploeger

Jan 2024

Evaluation of vertical transport in ERA5 and ERA-Interim reanalysis using high-altitude aircraft measurements in the Asian summer monsoon 2017

Atmospheric Chemistry and Physics

Journal Article
doi.org/10.5194/acp-24-317-2024

Bärbel Vogel, C. Michael Volk, Johannes Wintel, Valentin Lauther, Jan Clemens, Jens-Uwe Grooß, Gebhard Günther, Lars Hoffmann, Johannes C. Laube, Rolf Müller, Felix Ploeger, Fred Stroh

Jan 2024

Accelerating Lagrangian transport simulations on graphics processing units: performance optimizations of MPTRAC v2.6

Preprint
doi.org/10.5194/egusphere-2023-2547

Lars Hoffmann, Kaveh Haghighi Mood, Andreas Herten, Markus Hrywniak, Jiri Kraus, Jan Clemens, Mingzhao Liu

Jan 2024

Implementation and evaluation of diabatic advection in the Lagrangian transport model MPTRAC 2.6

Preprint
doi.org/10.5194/gmd-2023-214

Jan Clemens, Lars Hoffmann, Bärbel Vogel, Sabine Grießbach, Nicole Thomas

Nov 2023

Lagrangian transport simulations using the extreme convection parameterization: an assessment for the ECMWF reanalyses

Atmospheric Chemistry and Physics

Journal Article
doi.org/10.5194/acp-23-7589-2023

Lars Hoffmann, Paul Konopka, Jan Clemens, Bärbel Vogel

Jul 2023

Evaluation of vertical transport in the Asian monsoon 2017 from CO2 reconstruction in the ERA5 and ERA-Interim reanalysis

Preprint
doi.org/10.5194/egusphere-2023-1026

Bärbel Vogel, Michael Volk, Johannes Wintel, Valentin Lauther, Jan Clemens, Jens-Uwe Grooß, Gebhard Günther, Lars Hoffmann, Johannes C. Laube, Rolf Müller, Felix Ploeger, Fred Stroh

Jun 2023

Identification of source regions of the Asian Tropopause Aerosol Layer on the Indian subcontinent in August 2

Preprint
doi.org/10.5194/egusphere-egu23-2709

Jan Clemens, Bärbel Vogel, Lars Hoffman, Sabine Griessbach, Nicole Thomas, Suvarna Fadnavis, Rolf Müller, Thomas Peter, Felix Ploeger

May 2023

Identification of source regions of the Asian Tropopause Aerosol Layer on the Indian subcontinent in August 2016

Preprint
doi.org/10.5194/egusphere-2022-1462

Jan Clemens, Bärbel Vogel, Lars Hoffmann, Sabine Griessbach, Nicole Thomas, Survana Fadnavis, Rolf Müller, Thomas Peter, Felix Ploeger

Apr 2023

Massive-Parallel Trajectory Calculations version 2.2 (MPTRAC-2.2): Lagrangian transport simulations on graphics processing units (GPUs)

Geoscientific Model Development

Journal Article
doi.org/10.5194/gmd-15-2731-2022

Lars Hoffmann, Paul F. Baumeister, Zhongyin Cai, Jan Clemens, Sabine Griessbach, Gebhard Günther, Yi Heng, Mingzhao Liu, Kaveh Haghighi Mood, Olaf Stein, Nicole Thomas, Bärbel Vogel, Xue Wu, Ling Zou

Apr 2022

Characterization of transport from the Asian summer monsoon anticyclone into the UTLS via shedding of low potential vorticity cutoffs

Atmospheric Chemistry and Physics

Journal Article
doi.org/10.5194/acp-22-3841-2022

Jan Clemens, Felix Ploeger, Paul Konopka, Raphael Portmann, Michael Sprenger, Heini Wernli

Mar 2022

Massive-Parallel Trajectory Calculations version 2.2 (MPTRAC-2.2): Lagrangian transport simulations on Graphics Processing Units (GPUs)

Preprint
doi.org/10.5194/gmd-2021-382

Lars Hoffmann, Paul F. Baumeister, Zhongyin Cai, Jan Clemens, Sabine Griessbach, Gebhard Günther, Yi Heng, Mingzhao Liu, Kaveh Haghighi Mood, Olaf Stein, Nicole Thomas, Bärbel Vogel, Xue Wu, Ling Zou

Dec 2021

Supplementary material to "Massive-Parallel Trajectory Calculations version 2.2 (MPTRAC-2.2): Lagrangian transport simulations on Graphics Processing Units (GPUs)"

Preprint
doi.org/10.5194/gmd-2021-382-supplement

Lars Hoffmann, Paul F. Baumeister, Zhongyin Cai, Jan Clemens, Sabine Griessbach, Gebhard Günther, Yi Heng, Mingzhao Liu, Kaveh Haghighi Mood, Olaf Stein, Nicole Thomas, Bärbel Vogel, Xue Wu, Ling Zou

Dec 2021

Education: 3

University of Wuppertal

PhD, Physics

Jan 2020 - Jun 2024

University of Wuppertal

MSc, Physics

Apr 2018 - Oct 2020

University of Wuppertal

BSc, Physics

Oct 2014 - Mar 2018

Awards: 1

  • Code of the Month

    JuRSE

    Mar 2025

    Each month JuRSE highlights a code from Forschungszentrum Jülich and this month's code is developed at the Institute for Advanced Simulation, Jülich Supercomputing Centre (JSC). Massive-Parallel Trajectory Calculations (MPTRAC) is a Lagrangian particle dispersion model for the analysis of atmospheric transport processes in the free troposphere and stratosphere.

Languages: 3

  • German(Native or bilingual)
  • English(Full professional)
  • Chinese(Elementary)

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