Anatol Ehrlich

PhD Candidate in the work group Machine Learning with Graphs

Research Group Data Mining
and Machine Learning

Research and teaching staff

University of Vienna
Währinger Straße 29,
1090 Vienna,
Austria

Room 6.01

+43-1-4277-79540
anatol.ehrlich@univie.ac.at

Biography

After earning both my Bachelor’s and Master’s degrees in Chemical and Process Engineering from ETH Zurich, I conducted my master’s thesis at Stanford University on organic, stretchable semiconductors. Upon returning to Vienna, I spent two years as a project manager at a startup company specializing in oil-in-water measurement devices. Motivated to deepen my expertise in software engineering and machine learning, I pursued an MSc in Computational Science at the University of Vienna while working as a software engineer on the settlement and transaction interface (ASTI) at the Austrian National Bank. I am keen on integrating my expertise in chemistry, software engineering, and artificial intelligence to develop innovative graph-based machine learning models for drug discovery.

Selected Publications

Multi-scale ordering in highly stretchable polymer semiconducting films

Jie Xu, Hung-Chin Wu, Chenxin Zhu, Anatol Ehrlich, Leo Shaw, Mark Nikolka, Sihong Wang, Francisco Molina-Lopez, Xiaodan Gu, Shaochuan Luo, Dongshan Zhou, Yun-Hi Kim, Ging-Ji Nathan Wang, Kevin Gu, Vivian Rachel Feig, Shucheng Chen, Yeongin Kim, Toru Katsumata, Yu-Qing Zheng, He Yan, Jong Won Chung, Jeffrey Lopez, Boris Murmann, Zhenan Bao

2019, Nature materials 18 (6), 594-601

Skin electronics from scalable fabrication of an intrinsically stretchable transistor array

Sihong Wang, Jie Xu, Weichen Wang, Ging-Ji Nathan Wang, Reza Rastak, Francisco Molina-Lopez, Jong Won Chung, Simiao Niu, Vivian R Feig, Jeffery Lopez, Ting Lei, Soon-Ki Kwon, Yeongin Kim, Amir M Foudeh, Anatol Ehrlich, Andrea Gasperini, Youngjun Yun, Boris Murmann, Jeffery B-H Tok, Zhenan Bao

2018, Nature 555 (7694), 83-88

Nonhalogenated solvent processable and printable high-performance polymer semiconductor enabled by isomeric nonconjugated flexible linkers

Ging-Ji Nathan Wang, Francisco Molina-Lopez, Hongyi Zhang, Jie Xu, Hung-Chin Wu, Jeffrey Lopez, Leo Shaw, Jaewan Mun, Qiuhong Zhang, Sihong Wang, Anatol Ehrlich, Zhenan Bao

2018, Macromolecules 51 (13), 4976-4985