Publications of Claudia Draxl

Draxl, C.: Level Alignment and Excitations at Interfaces Between Molecules and 2D Materials. ICQC 2023 Satellite Meeting, Intermolecular Interactions and Properties of Gases, Liquids and Solids, Graz, Austria (2023)

Draxl, C.: High-Throughput Spectroscopy and Materials Discovery by Beyond-DFT Workflows and Data-Analysis Frameworks. Workshop, Complex Scientific Workflows at Extreme Computational Scales, Institute for Pure and Applied Mathematics (IPAM), University of California, Los Angeles, CA, USA (2023)

Draxl, C.: The FAIRmat Approach to Accelerated Discovery of New Materials. 787. WE-Heraeus-Seminar, Accelerated Discovery of New Materials, Bad Honnef, Germany (2023)

Draxl, C.: Exploring Large Data Space. School on Artificial Intelligence for Materials Science in the Exascale Era, Calonge, Spain (2023)

Draxl, C.: Interweaving Synthesis, Theory, Experiment, Devices, Data Tools, and Machine Learning for Exploring Materials: Example of Halide Perovskites. 2023 MRS Spring Meeting & Exhibit, San Francisco, CA, USA (2023)

Draxl, C.: Combining Cluster Expansion and Machine Learning Towards Non-Linear Modeling and Classification. 2023 MRS Spring Meeting & Exhibit, San Francisco, CA, USA (2023)

Draxl, C.: Combining Cluster Expansion and Machine Learning Towards Non-Linear Modeling and Classification. 2nd Materials Science Colloquium (67. Metallkunde-Kolloquium), Arlberg, Austria (2023)

Draxl, C.: Level Alignment and Excitations at Heterointerfaces. 35th International Winterschool on Electronic Properties of Novel Materials (IWEPNM 2023), Kirchberg, Austria (2023)

Draxl, C.: Unsupervised Learning for Insight Into High-Throughput Calculations. Winter School in III-Sb Applications, Non-Volatile memories - A modelling perspective, Berlin, Germany (2023)

Draxl, C.: FAIRmat - Making Materials Data Findable and AI Ready. Webinar, University of Oslo, Online Event (2023)

Draxl, C.: Theoretical Spectroscopy of Complex System: Fundamentals and Challenges. PERSEPHONe & SMART-X Winter School 2023, Bormio, Italy (2023)

Ambrosch-Draxl, C.: How Green Is Our Research? Conference, Science at Extreme Scales: Where Big Data Meets Large-Scale Computing, Lake Arrowhead, CA, USA (2022)

Draxl, C.: Unsupervised Learning for Insight Into High-Throughput Calculations. Conference, Science at Extreme Scales: Where Big Data Meets Large-Scale Computing, Lake Arrowhead, CA, USA (2022)

Draxl, C.: First-Principles Approaches for Exploring Interactions in (X-Ray) Spectroscopy. Workshop, Theory Meets XFELs, Hamburg, Germany (2022)

Draxl, C.: Fairmat – Making Materials Data Findable and AI Ready. Seminar, National Institute of Standards and Technology, Online Event (2022)

Draxl, C.: Opto-Electronic Excitations in TMDC-Based Systems Explored by Many-Body Theory. Hybrid Inorganic/Organic Systems for Opto-Electronics (HIOS) Symposium 2022, Berlin, Germany (2022)

Draxl, C.: Excitations in (Not So) Complex Materials: The Dilemma of Choosing the Right Method. 12th Triennial Congress of the World Association of Theoretical and Computational Chemists (WATOC 2020), Vancouver, Canada (2022)

Draxl, C.: From Traditional Physics Research to Data-Centric Approaches: The Role of Fairness. Seminar, PUNChLunch, PUNCH4NFDI Consortium, Online Event (2022)

Draxl, C.: From Traditional Physics Research to Data-Centric Approaches: How to Tackle the “I” in Fair. Seminar, Automatic-FLOW for Materials Disvovery (AFLOW), Online Event (2022)

Draxl, C.: From Theoretical X-Ray Spectroscopy to Data-Quality Assessment. SUNCAT Session, Theoretical X-ray Spectroscopy and Activity & Stability of Bimetallic Catalysts, Online Event (2022)