Postdoctoral Researcher in Operator Learning for Gradient Flows and Mathematical Analysis Doshisha University in Japan

Doshisha University in Japan is inviting applications for one postdoctoral researcher to join a joint research project with Professor Yury Korolev at the University of Bath, UK. The project is supported by the Royal Society through the ISPF International Collaboration Awards 2025 Round 2 – Japan and is titled Operator Learning for Gradient Flows with Applications in Imaging . The research will focus on the mathematical foundations of operator learning , with possible topics including operator le...

Kyoto University Research Institute for Mathematical Sciences is inviting applications for a part-time Researcher position equivalent to a postdoctoral appointment in mathematical sciences, with a research focus on mathematical analysis. The successful researcher will conduct independent research in mathematical sciences within the institute’s existing departments. The appointment provides an opportunity to work in the research environment of the Research Institute for Mathematical Sciences, Kyo...

Research Associate opening in the Department of Mathematical Sciences at the University of Bath for a project on operator learning for gradient flows with applications in imaging. The role is associated with a Royal Society International Collaboration Award led by Dr Yury Korolev (University of Bath) and Dr Takashi Furuya (Doshisha University, Kyoto). The project focuses on theoretical analysis and numerical implementation of operator learning methods for gradient-flow-type equations driven by m...

Osaka University is recruiting a full-time Project Researcher for the development of a research risk database within the International Collaborative Research Risk Management Office. The position focuses on information gathering and management , database construction , mathematical informatics , statistical science , and related research governance work. Duties include monitoring domestic and international websites, news articles, and government reports; tagging and classifying information; enter...

CNRS postdoctoral opening in theoretical machine learning and Transformer analysis. Samuel Vaiter and Nicolas Keriven are hiring a postdoctoral researcher to study the theoretical behavior of large-context Transformer models. The project addresses mathematical limits and structural properties of Transformers, including infinite-token limits, network depth, looped Transformer architectures, and reasoning traces. The work is suited to researchers interested in rigorous analysis of modern machine l...