Anatol Ehrlich

PhD Candidate in the work group Machine Learning with Graphs

Image of Anatol Ehrlich in a shirt.

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