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    1. Friedrich-Alexander-Universität
    2. Naturwissenschaftliche Fakultät
    3. Department Chemie und Pharmazie

    Department of Chemistry and Pharmacy

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    Publications

    Recent Highlights

    • Multistate Modeling of Hemithioindigo Isomerization

      Towards entry "Multistate Modeling of Hemithioindigo Isomerization"

      We present a multistate molecular mechanics model that captures both the ground (S0) and triplet excited (T1) states of hemithioindigo-based photoswitches — enabling nanosecond-scale molecular dynamics with near quantum mechanical accuracy.

    • SHNITSEL-data

      Towards entry "SHNITSEL-data"

      SHNITSEL-data (Surface Hopping Nested Instances Training Set for Excited-state Learning) is an open-access dataset containing 418,870 high-accuracy ab initio data points for nine organic molecules. It includes quantum chemical properties in ground and electronically excited singlet and triplet states, such as energies, forces, dipole moments, nonadiabatic couplings, transition dipoles, and spin-orbit couplings. Generated with state-of-the-art methods, SHNITSEL-data supports the development of machine learning models for excited-state processes in photochemistry and photophysics.

    • From Triplet to Twist

      Towards entry "From Triplet to Twist"

      How does Near-Infrared-Photoswitching work? Our newest research delivers an ultrafast molecular movie of the all-red-light photoswitch peri-Anthracenethioindigo (PAT) in action! Guided by excited-state simulations, its mechanism of motion is fully revealed. We show that PAT double bond rotation occurs exclusively from the triplet state – but it is stable in air due to very favorable energy levels.

    • SPaiNN for machine learning driven excited-state dynamics

      Towards entry "SPaiNN for machine learning driven excited-state dynamics"

      Meet SPaiNN, our open-source Python toolkit for machine learning driven excited-state dynamics!

    List of Publications

    2025

    • Curth R., Röhrkasten T., Müller C., Westermayr J.:
      Surface Hopping Nested Instances Training Set for Excited-state Learning
      In: Scientific Data (2025)
      ISSN: 2052-4463
      DOI: 10.1038/s41597-025-05443-5
    • Harrer E., Müller C., Dube H., Zahn D.:
      Assessing the Dynamics of Hemithioindigo-Based Photoswitches Using Multistate Molecular Mechanics
      In: Journal of Physical Chemistry A (2025), Article No.: acs.jpca.5c04082
      ISSN: 1520-5215
      DOI: 10.1021/acs.jpca.5c04082
    • Hartinger M., Herm M., Schüßlbauer C., Köttner L., Guldi DM., Dube H., Müller C.:
      From Triplet to Twist: The Photochemical E/Z‐Isomerization Pathway of the Near‐Infrared Photoswitch peri‐Anthracenethioindigo
      In: Angewandte Chemie International Edition (2025), Article No.: e202510626
      ISSN: 1433-7851
      DOI: 10.1002/anie.202510626
    • Poltavsky I., Charkin-Gorbulin A., Puleva M., Fonseca G., Batatia I., Browning NJ., Chmiela S., Cui M., Frank JT., Heinen S., Huang B., Käser S., Kabylda A., Khan D., Müller C., Price AJA., Riedmiller K., Töpfer K., Ko TW., Meuwly M., Rupp M., Csányi G., von Lilienfeld OA., Margraf JT., Müller KR., Tkatchenko A.:
      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
    • Poltavsky I., Puleva M., Charkin-Gorbulin A., Fonseca G., Batatia I., Browning NJ., Chmiela S., Cui M., Frank JT., Heinen S., Huang B., Käser S., Kabylda A., Khan D., Müller C., Price AJA., Riedmiller K., Töpfer K., Ko TW., Meuwly M., Rupp M., Csányi G., von Lilienfeld OA., Margraf JT., Müller KR., Tkatchenko A.:
      Crash testing machine learning force fields for molecules, materials, and interfaces: molecular dynamics in the TEA challenge 2023
      In: Chemical Science (2025)
      ISSN: 2041-6520
      DOI: 10.1039/D4SC06530A

    2024

    • Bagemihl B., Müller C., Shillito GE., Hartkorn M., Mengele AK., Kupfer S., Dietzek-Ivanšić B., Rau S.:
      Steering Photoinduced Electron Transfer in Intramolecular Photocatalysts by Peripheral Ligand Control
      In: ChemistryEurope (2024)
      ISSN: 2751-4765
      DOI: 10.1002/ceur.202300084
    • Gryn’ova G., Bereau T., Müller C., Friederich P., Wade RC., Nunes-Alves A., Soares TA., Merz K.:
      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
    • Mausenberger S., Müller C., Tkatchenko A., Marquetand P., González L., Westermayr J.:
      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

    • Góger S., Sandonas LM., Müller C., Tkatchenko A.:
      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
    • Müller C.:
      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)
    • Müller C., Kaufmann M., Brandon MP., Cullen AA., Dietzek-Ivanšić B., Pryce MT.:
      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

    • Brueckmann J., Müller C., Maisuradze T., Mengele AK., Nauroozi D., Fauth S., Gruber A., Gräfe S., Leopold K., Kupfer S., Dietzek-Ivansic B., Rau S.:
      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
    • Brückmann J., Müller C., Friedländer I., Mengele AK., Peneva K., Dietzek-Ivanšić B., Rau S.:
      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
    • Müller C., Bold S., Chavarot-Kerlidou M., Dietzek-Ivanšić B.:
      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
    • Müller C., Pascher T., Eriksson A., Chabera P., Uhlig J.:
      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
    • Müller C., Schwab A., Randell NM., Kupfer S., Dietzek-Ivanšić B., Chavarot-Kerlidou M.:
      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
    • Müller C., Wintergerst P., Nair SS., Meitinger N., Rau S., Dietzek-Ivanšić B.:
      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
    • Pfeffer MG., Müller C., Kastl ETE., Mengele AK., Bagemihl B., Fauth SS., Habermehl J., Petermann L., Waechtler M., Schulz M., Chartrand D., Laverdiere F., Seeber P., Kupfer S., Gräfe S., Hanan GS., Vos JG., Dietzek-Ivansic B., Rau S.:
      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
    • Zedler L., Müller C., Wintergerst P., Mengele AK., Rau S., Dietzek-Ivanšić B.:
      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
    • Zedler L., Wintergerst P., Mengele AK., Müller C., Li C., Dietzek-Ivanšić B., Rau S.:
      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

    • Giannoudis E., Bold S., Müller C., Schwab A., Bruhnke J., Queyriaux N., Gablin C., Leonard D., Saint-Pierre C., Gasparutto D., Aldakov D., Kupfer S., Artero V., Dietzek B., Chavarot-Kerlidou M.:
      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
    • Hniopek J., Müller C., Bocklitz TW., Schmitt M., Dietzek-Ivanšić B., Popp J.:
      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
    • Kaufmann M., Müller C., Cullen AA., Brandon MP., Dietzek B., Pryce MT.:
      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
    • Maloul S., van den Borg M., Müller C., Zedler L., Mengele AK., Gaissmaier D., Jacob T., Rau S., Dietzek-Ivanšić B., Streb C.:
      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
    • Micheel M., Hniopek J., Schwiedrzik L., Hofmeister E., Müller C., Putra MH., Wintergerst P.:
      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
    • Müller C., Friedländer I., Bagemihl B., Rau S., Dietzek-Ivanšić B.:
      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
    • Müller C., Isakov D., Rau S., Dietzek B.:
      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
    • Seidler B., Sittig M., Zens C., Tran JH., Müller C., Zhang Y., Schneider KRA., Goerls H., Schubert A., Gräfe S., Schulz M., Dietzek B.:
      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

    • Mengele AK., Müller C., Nauroozi D., Kupfer S., Dietzek B., Rau S.:
      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
    • Müller C., Schulz M., Obst M., Zedler L., Gräfe S., Kupfer S., Dietzek B.:
      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
    • Wahyuono RA., Amthor S., Müller C., Rau S., Dietzek B.:
      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

    • Amini K., Sclafani M., Steinle T., Anh-Thu Le ., Sanchez A., Müller C., Steinmetzer J., Yue L., Martinez Saavedra JR., Hemmer M., Lewenstein M., Moshammer R., Pfeifer T., Pullen MG., Ullrich J., Wolter B., Moszynski R., Garcia De Abajo FJ., Lin CD., Gräfe S., Biegert J.:
      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
    • O'Connor D., Müller C., Sarangi NK., Byrne A., Keyes TE.:
      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

    • Abul-Futouh H., Zagranyarski Y., Müller C., Schulz M., Kupfer S., Goerls H., El-Khateeb M., Gräfe S., Dietzek B., Peneva K., Weigand W.:
      [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
    • Schulz M., Reichardt C., Müller C., Schneider KR., Holste J., Dietzek B.:
      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:

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    Friedrich Alexander University Erlangen-Nürnberg
    Department of Chemistry and Pharmacy

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