Biedermann, P. U.; Nayak, S.; Erbe, A.: Catching intermediates of the oxygen reduction reaction in situ: Insights from electrochemical ATIR-IR and DFT. 112th Bunsentagung (Annual German Conference on Physical Chemistry), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany (2013)
Chen, Y.; Erbe, A.: Probing interfacial layer thickness and electronic properties of electrochemical interfaces: The example of oxide on zinc. 112th Bunsentagung (Annual German Conference on Physical Chemistry), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany (2013)
Nayak, S.; Chia-Fu, C.; Erbe, A.: ATR-IR spectroscopic study of H2O and D2O in one-dimensional confinement. 112th Bunsentagung (Annual German Conference on Physical Chemistry), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany (2013)
Biedermann, P. U.; Nayak, S.; Erbe, A.: Towards Understanding the Mechanism of the Electrochemical Oxygen Reduction: DFT Modeling and Spectroelectrochemical Validation. Pacific Rim Meeting on Electrochemical and Solid-State Science PRIME 2012 / ECS 222, Honolulu, HI, USA (2012)
Chen, Y.; Schneider, P.; Erbe, A.: Investigation of electrochemical oxide growth on zinc by spectroscopic ellipsometry: An example of in operando spectroscopy. EMNT 2012 - 9th International Symposium on Electrochemical Micro & Nanosystem Technologies, Linz, Austria (2012)
Wu, X.; Erbe, A.; Fabritius, H.; Raabe, D.: Biological D-surface Structure: A Lesson from Nature on Photonic Crystals Design. 10th International Symposium on Photonic and Electromagnetic Crystal Structures(PECS-X), Santa Fe, NM, USA (2012)
Erbe, A.: Native and electrochemically grown oxides on metals: The dark side of semiconductor research. Seminar Talk at NTH School for Contacts in Nanosystems Spring Workshop 2012, Goslar, Germany (2012)
Erbe, A.: Oberflächendesign für empfindliche ATR-Spektroskopie in Modellexperimenten zum Verständnis der Korrosion. Bruker Optik Anwendertreffen, Ettlingen, Germany (2011)
Erbe, A.: Oberflächendesign für empfindliche ATR-Spektroskopie in Modellexperimenten zum Verständnis der Korrosion. Bruker Optik Anwendertreffen, Ettlingen, Germany (2011)
Wu, X.; Erbe, A.; Fabritius, H.; Raabe, D.: The three-dimensional photonic crystal in scales of the weevil Entimus imperialis: A natural D-surface bicontinuous structure. Geometry of Interfaces, Primošten, Croatia (2011)
Wu, X.; Erbe, A.; Fabritius, H. O.; Raabe, D.: Structure/function relations of a diamond-based photonic crystal structure in scales of the weevil Entimus imperialis (Curculionidae). Euromat 2011, Montpellier, France (2011)
Chen, Y.; Schneider, P.; Erbe, A.: In-situ ellipsometric monitoring of electrochemical preparation of ZnO nanoplates. 62nd Annual Meeting of the International Society of Electrochemistry, Niigata, Japan (2011)
Nayak, S.; Biedermann, P. U.; Stratmann, M.; Erbe, A.: In situ Electrochemical ATR-IR Investigation of the Oxygen Reduction on Germanium. 62nd Annual Meeting of the International Society of Electrochemistry, Niigata, Japan (2011)
Erbe, A.: Optical surface design for sensitive internal reflection infrared spectroscopy and applications to electrochemical questions. Seminar, Université de Fribourg, Department of Physics, Fribourg, Switzerland (2011)
Wu, X.; Erbe, A.; Fabritius, H. O.; Raabe, D.: Structure and function of the biological photonic crystals in the scales of a beetle. European Materials Research Society E-MRS Spring Meeting 2011, May 2011, Nice, France (2011)
Erbe, A.: Thin amorphous oxides and intermediates in chemical reactions: Challenging problems in interface science probed with photons. Mini-Workshop on Surface Science for Inauguration of the Turkish Surface Science Society, Ankara, Turkey (2011)
Erbe, A.: From electrochemistry to colloidal interfaces - optical answers to chemical questions. Seminar, Bilkent University, Department of Chemistry, Ankara, Turkey, (2011)
Erbe, A.: Optical design of interfaces for internal reflection infrared-spectroscopic experiments. Seminar, Karlsruhe Institute of Technology, Institute of Toxicology and Genetics. Karlsruhe, Germany (2011)
Scientists of the Max-Planck-Institut für Eisenforschung pioneer new machine learning model for corrosion-resistant alloy design. Their results are now published in the journal Science Advances
Data-rich experiments such as scanning transmission electron microscopy (STEM) provide large amounts of multi-dimensional raw data that encodes, via correlations or hierarchical patterns, much of the underlying materials physics. With modern instrumentation, data generation tends to be faster than human analysis, and the full information content is…
The project’s goal is to synergize experimental phase transformations dynamics, observed via scanning transmission electron microscopy, with phase-field models that will enable us to learn the continuum description of complex material systems directly from experiment.
In order to prepare raw data from scanning transmission electron microscopy for analysis, pattern detection algorithms are developed that allow to identify automatically higher-order feature such as crystalline grains, lattice defects, etc. from atomically resolved measurements.
New product development in the steel industry nowadays requires faster development of the new alloys with increased complexity. Moreover, for these complex new steel grades, it is more challenging to control their properties during the process chain. This leads to more experimental testing, more plant trials and also higher rejections due to…
The general success of large language models (LLM) raises the question if they could be applied to accelerate materials science research and to discover novel sustainable materials. Especially, interdisciplinary research fields including materials science benefit from the LLMs capability to construct a tokenized vector representation of a large…