Index
Teaching
Sprechstunde/Open Office:
- jeden Dienstag von 16:00 bis 17:00 Uhr / every Tuesday, 4:00 to 5:00 pm
Vorlesungen und Kurse/Lectures and Courses
Aktuell
- Winter Term 2024/25, Lecture: Digital Alchemy (M. Sc. Artificial Intelligence)
- Wintersemester 2025/26, Crash-Kurs: Wissenschaftliche Texte mit LaTeX Schreiben (in der Chemie) (B. Sc. Chemie)
- Summer Term, Lecture: Digital Chemistry (M. Sc. Chemistry, M. Sc. Data Science)

Generelle Informationen
- eine Liste von Lehrveranstaltungen finde Sie auf Campo
- Material zu den Vorlesungen finden Sie auf StudOn und GitHub
Research
Welcome to our group, where we explore light-induced phenomena in molecules and materials. Our main focus centers on unraveling mechanisms through the synergy of quantum chemistry and chemoinformatics complemented by spectroscopy. Our investigation spans captivating phenomena such as:
- photocatalysis
- photoswitching
- photodecaging
We explore the captivating realm of light-induced processes in chemistry, from electron transfers to isomerization. Our interdisciplinary approach merges quantum chemistry, chemoinformatics, and spectroscopy. By decoding molecular reactions and pathways using advanced computational methods, we strive to unlock the secrets of photoinduced phenomena. Our mission is to guide the optimization of light-driven processes, achieving enhanced reactivity and efficiency.
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Quantum PhotoAlchemyWe are a group that combines the fields of quantum chemistry and machine learning to explore the mechanisms behind photochemical reactions. Our aim is to understand the unique reactivities and selectivities that arise upon photoexcitation of molecules. We use TD-DFT and MCSCF calculations, as well as non-adiabatic molecular dynamics simulations, to investigate these mechanisms. Our work involves independent research and collaborations with partners worldwide. |
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Unraveling MechanismsIn our research group, we are dedicated to tackling the intricate challenges that arise when dealing with mechanistic modeling of multivariate data, especially those exceeding three dimensions. The underlying complexities can often obscure the mechanisms at play. Our mission is clear: to unravel this complexity. We focus on extracting invaluable mechanistic insights from multivariate spectroscopic data, with a specific emphasis on time-resolved spectra. To achieve this, we harness the power of chemometric and machine learning techniques. Through methods like multivariate curve resolution, principal component analysis, and neural networks, we aim to decode the underlying mechanisms. |
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Spot-On DesignOur group specializes in the challenging realm of predicting photoinduced phenomena: While machine learning architectures achieve accurate predictions, building vast chemical databases from quantum chemical reference calculations poses limitations. Our mission is to transfer knowledge gained from simulations into processing experimental data, and vice versa, enabling us to systematically calculate relevant structures. Through automated knowledge transfer between quantum chemistry and multivariate modeling of experimental data, we develop fast workflows for understanding and optimizing excited state properties. Our goal is to construct comprehensive databases and data-driven strategies for designing molecules and materials with desired excited state properties, such as optical characteristics. |
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Navigating the Odyssey of Photochemistry: Charting Efficient Strategies for the Prediction and Optimization of Light-Induced Triplet Energy Transfer Reactions
(Third Party Funds Single)
Term: 1. February 2025 - 31. January 2031
Funding source: Stiftungen
URL: https://hector-fellow-academy.de/spitzenforschung/hector-rcd-awardees/carolin-mueller/ -
PRISM: Photochemical Rules and Insights for Systematic Modeling
(FAU Funds)
Term: 1. December 2024 - 31. December 2025 -
Eco-PhotoCompute - Crafting Sustainable Strategies for Computational Photochemistry
(FAU Funds)
Term: 15. July 2024 - 15. July 2025
CV Carolin Müller
Carolins academic journey began at Friedrich Schiller University Jena, where she earned her Master of Science degree in chemistry in 2018. From 2018 to 2021, she delved into her doctoral studies at the same university, guided by Benjamin Dietzek-Ivanšić. After completing her doctorate, she spent a year as a postdoctoral researcher with Benjamin Dietzek-Ivanšić. Afterwards she moved to the University of Luxembourg, where she joined the Theoretical Chemical Physics group, led by Alexandre Tkatchenko, as a Feodor Lynen Postdoctoral researcher of the Alexander von Humboldt Foundation in June 2022. In November 2023, she joined the FAU Erlangen-Nürnberg as Assistant Professor for the Theory of Electronically Excited States.
Her research is about exploring the fascinating world of light-induced processes in chemistry, from the lively dance of electrons to the magical transformation of molecules. Her main focus is on generating, analysing, and archiving data related to excited states. To accomplish this, she blends the tools of quantum chemistry, chemoinformatics, and spectroscopy into a dynamic team to unlock the secrets behind these impressive light-driven phenomena.
since 11/2023 | Juniorprofessor for the Theory of Electronically Excited States, Friedrich-Alexander-University Erlangen-Nuremberg, Germany |
06/2022-10/2023 | Feodor Lynen Postdoctoral Researcher, University of Luxembourg, Luxembourg |
03/2021-05/2022 | Postdoctoral Researcher, Friedrich Schiller University Jena, Germany |
09/2018-02/2021 | Dissertation (Dr. rer. nat), Friedrich Schiller University Jena, Germany Thesis: Towards Operando Spectroscopy of Supramolecular Photocatalysts – A Case Study on Ru-dppz-derived Systems |
08/2020 | Research Stay, Lund University, Sweden |
10/2016-09/2018 | M. Sc. in Chemistry, Friedrich Schiller University Jena, Germany |
02/2018-08/2018 | Research Stay, Dublin City University, Ireland |
10/2013-09/2016 | B. Sc. in Chemistry, Friedrich Schiller University Jena, Germany |
06/2022 – 10/2023 | Feodor Lynen Research Fellowship, Alexander von Humboldt Foundation |
04/2023 | Thuringian Research Award 2023 (Applied Research), Federal State of Thuringia (Thüringer Ministerium für Wirtschaft, Wissenschaft und Digitale Gesellschaft) |
09/2022 | Albert-Weller Award, German Chemical Society (GDCh, Division of Photochemistry) and the German Bunsen Society for Physical Chemistry (DBG) |
06/2022 | Dissertation Award, Faculty of Chemistry and Earth Sciences, Friedrich Schiller University Jena |
05/2019 – 02/2021 | FCI Kekulé PhD fellowship, Fonds der Chemischen Industrie |
-
Navigating the Odyssey of Photochemistry: Charting Efficient Strategies for the Prediction and Optimization of Light-Induced Triplet Energy Transfer Reactions
(Third Party Funds Single)
Term: 1. February 2025 - 31. January 2031
Funding source: Stiftungen
URL: https://hector-fellow-academy.de/spitzenforschung/hector-rcd-awardees/carolin-mueller/ -
PRISM: Photochemical Rules and Insights for Systematic Modeling
(FAU Funds)
Term: 1. December 2024 - 31. December 2025 -
Eco-PhotoCompute - Crafting Sustainable Strategies for Computational Photochemistry
(FAU Funds)
Term: 15. July 2024 - 15. July 2025
since 2023 | TeX User Group (TUG) |
since 2022 | German Bunsen Society for Physical Chemistry e.V. (DBG) and Young Physical Chemists (yPC) of the DBG |
since 2013 | Gesellschaft Deutscher Chemiker (GDCh) |
Teaching
Sprechstunde/Open Office:
- jeden Dienstag von 16:00 bis 17:00 Uhr / every Tuesday, 4:00 to 5:00 pm
Vorlesungen und Kurse/Lectures and Courses
Aktuell
- Winter Term 2024/25, Lecture: Digital Alchemy (M. Sc. Artificial Intelligence)
- Wintersemester 2025/26, Crash-Kurs: Wissenschaftliche Texte mit LaTeX Schreiben (in der Chemie) (B. Sc. Chemie)
- Summer Term, Lecture: Digital Chemistry (M. Sc. Chemistry, M. Sc. Data Science)

Generelle Informationen
- eine Liste von Lehrveranstaltungen finde Sie auf Campo
- Material zu den Vorlesungen finden Sie auf StudOn und GitHub
About Carolin Müller
Carolins academic journey began at Friedrich Schiller University Jena, where she earned her Master of Science degree in chemistry in 2018. From 2018 to 2021, she delved into her doctoral studies at the same university, guided by Benjamin Dietzek-Ivanšić. After completing her doctorate, she spent a year as a postdoctoral researcher with Benjamin Dietzek-Ivanšić. Afterwards she moved to the University of Luxembourg, where she joined the Theoretical Chemical Physics group, led by Alexandre Tkatchenko, as a Feodor Lynen Postdoctoral researcher of the Alexander von Humboldt Foundation in June 2022. In November 2023, she joined the FAU Erlangen-Nürnberg as Assistant Professor for the Theory of Electronically Excited States.
Her research is about exploring the fascinating world of light-induced processes in chemistry, from the lively dance of electrons to the magical transformation of molecules. Her main focus is on generating, analysing, and archiving data related to excited states. To accomplish this, she blends the tools of quantum chemistry, chemoinformatics, and spectroscopy into a dynamic team to unlock the secrets behind these impressive light-driven phenomena.
since 11/2023 | Juniorprofessor for the Theory of Electronically Excited States, Friedrich-Alexander-University Erlangen-Nuremberg, Germany |
06/2022-10/2023 | Feodor Lynen Postdoctoral Researcher, University of Luxembourg, Luxembourg |
03/2021-05/2022 | Postdoctoral Researcher, Friedrich Schiller University Jena, Germany |
09/2018-02/2021 | Dissertation (Dr. rer. nat), Friedrich Schiller University Jena, Germany Thesis: Towards Operando Spectroscopy of Supramolecular Photocatalysts – A Case Study on Ru-dppz-derived Systems |
08/2020 | Research Stay, Lund University, Sweden |
10/2016-09/2018 | M. Sc. in Chemistry, Friedrich Schiller University Jena, Germany |
02/2018-08/2018 | Research Stay, Dublin City University, Ireland |
10/2013-09/2016 | B. Sc. in Chemistry, Friedrich Schiller University Jena, Germany |
06/2022 – 10/2023 | Feodor Lynen Research Fellowship, Alexander von Humboldt Foundation |
04/2023 | Thuringian Research Award 2023 (Applied Research), Federal State of Thuringia (Thüringer Ministerium für Wirtschaft, Wissenschaft und Digitale Gesellschaft) |
09/2022 | Albert-Weller Award, German Chemical Society (GDCh, Division of Photochemistry) and the German Bunsen Society for Physical Chemistry (DBG) |
06/2022 | Dissertation Award, Faculty of Chemistry and Earth Sciences, Friedrich Schiller University Jena |
05/2019 – 02/2021 | FCI Kekulé PhD fellowship, Fonds der Chemischen Industrie |
-
Navigating the Odyssey of Photochemistry: Charting Efficient Strategies for the Prediction and Optimization of Light-Induced Triplet Energy Transfer Reactions
(Third Party Funds Single)
Term: 1. February 2025 - 31. January 2031
Funding source: Stiftungen
URL: https://hector-fellow-academy.de/spitzenforschung/hector-rcd-awardees/carolin-mueller/ -
PRISM: Photochemical Rules and Insights for Systematic Modeling
(FAU Funds)
Term: 1. December 2024 - 31. December 2025 -
Eco-PhotoCompute - Crafting Sustainable Strategies for Computational Photochemistry
(FAU Funds)
Term: 15. July 2024 - 15. July 2025
since 2023 | TeX User Group (TUG) |
since 2022 | German Bunsen Society for Physical Chemistry e.V. (DBG) and Young Physical Chemists (yPC) of the DBG |
since 2013 | Gesellschaft Deutscher Chemiker (GDCh) |
Publications
List of Publications
2025
Crash testing machine learning force fields for molecules, materials, and interfaces: model analysis in the TEA Challenge 2023
In: Chemical Science (2025)
ISSN: 2041-6520
DOI: 10.1039/D4SC06529H , , , , , , , , , , , , , , , , , , , , , , , , , :
2024
Steering Photoinduced Electron Transfer in Intramolecular Photocatalysts by Peripheral Ligand Control
In: ChemistryEurope (2024)
ISSN: 2751-4765
DOI: 10.1002/ceur.202300084 , , , , , , , :
EDITORIAL: Chemical Compound Space Exploration by Multiscale High-Throughput Screening and Machine Learning
In: Journal of Chemical Information and Modeling 64 (2024), p. 5737-5738
ISSN: 1549-9596
DOI: 10.1021/acs.jcim.4c01300 , , , , , , , :
SpaiNN: equivariant message passing for excited-state nonadiabatic molecular dynamics
In: Chemical Science 15 (2024), p. 15880-15890
ISSN: 2041-6520
DOI: 10.1039/d4sc04164j , , , , , :
2023
Data-driven tailoring of molecular dipole polarizability and frontier orbital energies in chemical compound space
In: Physical Chemistry Chemical Physics 25 (2023), p. 22211-22222
ISSN: 1463-9076
DOI: 10.1039/d3cp02256k , , , :
Illuminating Photodynamics with Machine Learning Techniques
In: Deutsche Bunsen-Gesellschaft für physikalische Chemie e.V. (ed.): Bunsen-Magazin 2023, 2023, p. 191-193 (Bunsen-Magazin 2023, Vol.Bunsen-Magazin 2023)
DOI: 10.26125/0ehr-vk47
URL: https://bunsen.de/bmo/illuminating-photodynamics-with-machine-learning-techniques#c1529
(Zeitungsartikel) :
New Twist on the Light-Switch Effect: Controlling the Fate of Excited States with pH in a 4-Hydroxy-thiazol-extended Ruthenium(II) Dppz Complex
In: Journal of Physical Chemistry A (2023)
ISSN: 1520-5215
DOI: 10.1021/acs.jpca.3c06179 , , , , , :
2022
Pyrimidoquinazolinophenanthroline Opens Next Chapter in Design of Bridging Ligands for Artificial Photosynthesis**
In: Chemistry - A European Journal (2022)
ISSN: 0947-6539
DOI: 10.1002/chem.202200766 , , , , , , , , , , , :
Photocatalytic Reduction of Nicotinamide Co-factor by Perylene Sensitized RhIII Complexes**
In: Chemistry - A European Journal 28 (2022), Article No.: e202201931
ISSN: 0947-6539
DOI: 10.1002/chem.202201931 , , , , , , :
Photoinduced electron transfer in triazole-bridged donor-acceptor dyads – A critical perspective
In: Coordination Chemistry Reviews 472 (2022), Article No.: 214764
ISSN: 0010-8545
DOI: 10.1016/j.ccr.2022.214764 , , , :
KiMoPack: A python Package for Kinetic Modeling of the Chemical Mechanism
In: Journal of Physical Chemistry A 126 (2022), p. 4087-4099
ISSN: 1520-5215
DOI: 10.1021/acs.jpca.2c00907 , , , , :
A Combined Spectroscopic and Theoretical Study on a Ruthenium Complex Featuring a π-Extended dppz Ligand for Light-Driven Accumulation of Multiple Reducing Equivalents
In: Chemistry - A European Journal 28 (2022), Article No.: e202103882
ISSN: 0947-6539
DOI: 10.1002/chem.202103882 , , , , , :
Link to glow - iEDDA conjugation of a Ruthenium(II) tetrazine complex leading to dihydropyrazine and pyrazine complexes with improved 1O2 formation ability
In: Journal of Photochemistry and Photobiology 11 (2022), Article No.: 100130
ISSN: 2666-4690
DOI: 10.1016/j.jpap.2022.100130 , , , , , :
Active repair of a dinuclear photocatalyst for visible-light-driven hydrogen production
In: Nature Chemistry 14 (2022), p. 500-506
ISSN: 1755-4330
DOI: 10.1038/s41557-021-00860-6 , , , , , , , , , , , , , , , , , , :
Influence of the Linker Chemistry on the Photoinduced Charge-Transfer Dynamics of Hetero-dinuclear Photocatalysts
In: Chemistry - A European Journal 28 (2022), Article No.: e202200490
ISSN: 0947-6539
DOI: 10.1002/chem.202200490 , , , , , :
Outpacing conventional nicotinamide hydrogenation catalysis by a strongly communicating heterodinuclear photocatalyst
In: Nature Communications 13 (2022), Article No.: 2538
ISSN: 2041-1723
DOI: 10.1038/s41467-022-30147-4 , , , , , , :
2021
Hydrogen Production at a NiO Photocathode Based on a Ruthenium Dye-Cobalt Diimine Dioxime Catalyst Assembly: Insights from Advanced Spectroscopy and Post-operando Characterization
In: ACS Applied Materials and Interfaces 13 (2021), p. 49802-49815
ISSN: 1944-8244
DOI: 10.1021/acsami.1c12138 , , , , , , , , , , , , , , :
Kinetic-Model-Free Analysis of Transient Absorption Spectra Enabled by 2D Correlation Analysis
In: Journal of Physical Chemistry Letters 12 (2021), p. 4148-4153
ISSN: 1948-7185
DOI: 10.1021/acs.jpclett.1c00835 , , , , , :
Photophysics of Ruthenium(II) Complexes with Thiazole π-Extended Dipyridophenazine Ligands
In: Inorganic Chemistry 60 (2021), p. 760-773
ISSN: 0020-1669
DOI: 10.1021/acs.inorgchem.0c02765 , , , , , :
Multifunctional Polyoxometalate Platforms for Supramolecular Light-Driven Hydrogen Evolution**
In: Chemistry - A European Journal 27 (2021), p. 16846-16852
ISSN: 0947-6539
DOI: 10.1002/chem.202103817 , , , , , , , , , :
Konferenzen und Corona - Routineaufgaben, digitale Kaffeepausen, Chatdiskussionen
In: Nachrichten aus der Chemie 69 (2021), p. 8-11
ISSN: 1439-9598
DOI: 10.1002/nadc.20214106721 , , , , , , :
The electron that breaks the catalyst's back - excited state dynamics in intermediates of molecular photocatalysts
In: Physical Chemistry Chemical Physics 23 (2021), p. 27397-27403
ISSN: 1463-9076
DOI: 10.1039/d1cp04498b , , , , :
Influence of the Protonation State on the Excited-State Dynamics of Ruthenium(II) Complexes with Imidazole π-Extended Dipyridophenazine Ligands
In: Journal of Physical Chemistry A 125 (2021), p. 5911-5921
ISSN: 1520-5215
DOI: 10.1021/acs.jpca.1c03856 , , , :
Modulating the Excited-State Decay Pathways of Cu(I) 4 H-Imidazolate Complexes by Excitation Wavelength and Ligand Backbone
In: Journal of Physical Chemistry B 125 (2021), p. 11498-11511
ISSN: 1520-6106
DOI: 10.1021/acs.jpcb.1c06902 , , , , , , , , , , , :
2020
Molecular scylla and charybdis: Maneuvering between pH sensitivity and excited-state localization in ruthenium Bi(benz)imidazole complexes
In: Inorganic Chemistry 59 (2020), p. 12097-12110
ISSN: 0020-1669
DOI: 10.1021/acs.inorgchem.0c01022 , , , , , :
Role of MLCT States in the Franck-Condon Region of Neutral, Heteroleptic Cu(I)-4 H-imidazolate Complexes: A Spectroscopic and Theoretical Study
In: Journal of Physical Chemistry A 124 (2020), p. 6607-6616
ISSN: 1520-5215
DOI: 10.1021/acs.jpca.0c04351 , , , , , , :
Structure of Diethyl-Phosphonic Acid Anchoring Group Affects the Charge-Separated State on an Iridium(III) Complex Functionalized NiO Surface
In: Chemphotochem 4 (2020), p. 618-629
ISSN: 2367-0932
DOI: 10.1002/cptc.202000038 , , , , :
2019
Imaging the Renner–Teller effect using laser-induced electron diffraction
In: Proceedings of the National Academy of Sciences of the United States of America 116 (2019), p. 8173-8177
ISSN: 0027-8424
DOI: 10.1073/pnas.1817465116 , , , , , , , , , , , , , , , , , , , , :
Dimethylaniline functionalised pyrene fluorophores; Dual colour pH switching in solution and self-Assembled monolayers
In: Physical Chemistry Chemical Physics 21 (2019), p. 22440-22448
ISSN: 1463-9076
DOI: 10.1039/c9cp04948g , , , , :
2017
[FeFe]-Hydrogenase H-cluster mimics mediated by naphthalene monoimide derivatives of peri-substituted dichalcogenides
In: Dalton Transactions 46 (2017), p. 11180-11191
ISSN: 1477-9226
DOI: 10.1039/c7dt02079a , , , , , , , , , , :
Excited State Properties of Heteroleptic Cu(I) 4H-Imidazolate Complexes
In: Inorganic Chemistry 56 (2017), p. 12978-12986
ISSN: 0020-1669
DOI: 10.1021/acs.inorgchem.7b01680 , , , , , :
List of publications can also be found here:
Team
Head of Group
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Carolin Müller, Jun.-Prof. E-Mail: carolin.cpc.mueller@fau.de Office: Computer-Chemie-Centrum (CCC), 2.201B |
Isabelle Schraufstetter, secretary E-Mail: ccc@fau.de Office: Computer-Chemie-Centrum (CCC), 2.111 Phone: 09131-85-20400 |
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Debabrata Halder, Postdoctoral Researcher (EAM Starting Grant) E-Mail: debabrata.halder@fau.de Office: Computer-Chemie-Centrum (CCC), 2.306 |
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Theodor Everley Röhrkasten, PhD student E-Mail: theodor.roehrkasten@fau.de Office: Computer-Chemie-Centrum (CCC), 2.306 |
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Martina Hartinger, PhD student (FCI Kekulé Fellowship) E-Mail: martina.hartinger@fau.de Office: Computer-Chemie-Centrum (CCC), 2.306 |
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Zhala Afandiyeva, research student E-Mail: zhala.afandiyeva@fau.de Office: Computer-Chemie-Centrum (CCC), 2.306 |
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Vipul Kumar Ambasta, research assistant (eti) E-Mail: vipul.kumar.ambasta@fau.de Office: Computer-Chemie-Centrum (CCC), 2.306 |
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Cansun Saglam, research/conference assistant (eti) E-Mail: cansun.saglam@fau.de Office: Computer-Chemie-Centrum (CCC), 2.306 |
Undergraduate and Graduate Students
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Shi Wong (Chemistry, M.Sc.) |
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Fariba Mohammadipour (Artificial Intelligence, M.Sc.) |
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Tobias Werner (Chemie, B. Sc.) |
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Katharina Fuchs (Chemie, B. Sc.) |
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Connor Forster (Chemie, B. Sc.) |
Alumni
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Nathan Pierrat, research student E-Mail: nathan.pierrat@ens-paris-saclay.fr Office: Computer-Chemie-Centrum (CCC), 2.306 |