Pascal Friederich
Affiliations: | Karlsruhe Institute of Technology, Germany |
Area:
Machine Learning, Materials Science, ChemistryGoogle:
"Pascal Friederich"Mean distance: (not calculated yet)
Cross-listing: Materials Tree
Parents
Sign in to add mentor| Wolfgang Wenzel | grad student | 2014-2017 | Karlsruhe Institute of Technology, Germany |
| Jean-Luc Brédas | post-doc | 2017-2017 | Georgia Tech |
| Alán Aspuru-Guzik | post-doc | 2018-2019 | University of Toronto |
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Publications
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| Wu J, Torresi L, Hu M, et al. (2024) Inverse design workflow discovers hole-transport materials tailored for perovskite solar cells. Science (New York, N.Y.). 386: 1256-1264 |
| Stier SP, Kreisbeck C, Ihssen H, et al. (2024) Materials Acceleration Platforms (MAPs) Accelerating Materials Research and Development to Meet Urgent Societal Challenges. Advanced Materials (Deerfield Beach, Fla.). e2407791 |
| Nigam A, Pollice R, Friederich P, et al. (2024) Artificial design of organic emitters a genetic algorithm enhanced by a deep neural network. Chemical Science. 15: 2618-2639 |
| Fediai A, Reiser P, Peña JEO, et al. (2023) Accurate GW frontier orbital energies of 134 kilo molecules. Scientific Data. 10: 581 |
| Krasecki VK, Sharma A, Cavell AC, et al. (2023) The Role of Experimental Noise in a Hybrid Classical-Molecular Computer to Solve Combinatorial Optimization Problems. Acs Central Science. 9: 1453-1465 |
| Krenn M, Ai Q, Barthel S, et al. (2022) SELFIES and the future of molecular string representations. Patterns (New York, N.Y.). 3: 100588 |
| Krenn M, Pollice R, Guo SY, et al. (2022) On scientific understanding with artificial intelligence. Nature Reviews. Physics. 1-9 |
| Holst DP, Friederich P, Aspuru-Guzik A, et al. (2022) Updated Calibrated Model for the Prediction of Molecular Frontier Orbital Energies and Its Application to Boron Subphthalocyanines. Journal of Chemical Information and Modeling |
| Gensch T, Dos Passos Gomes G, Friederich P, et al. (2022) A Comprehensive Discovery Platform for Organophosphorus Ligands for Catalysis. Journal of the American Chemical Society |
| Kaiser S, Neumann T, Symalla F, et al. (2021) De Novo Calculation of the Charge Carrier Mobility in Amorphous Small Molecule Organic Semiconductors. Frontiers in Chemistry. 9: 801589 |