Unlocking Artificial Intelligence: From Theory to Applications

Christopher Mutschler is Director of the Positioning and Networks Division at Fraunhofer IIS. His research is located at the intersection of machine learning (in particular, reinforcement learning) and radio-based positioning. He coordinates activities on foundational research across different business units. Christopher has published more than 70 papers at major machine learning venues such as IJCNN, TMLR, JMLR and ICML.

Christian Münzenmayer is Head of the Digital Health and Analytics Department and part of the management team of the Smart Sensing and Electronics Division at Fraunhofer IIS. His research interests center on medical engineering, machine learning for image and bio signal analysis as well as their medical applications. He is author of over 60 publications in scientific journals and proceeding volumes. Christian also serves as a member of the expert commission for medical technology for the Bavarian Ministry of Economic Affairs, Regional Development and Energy.

Norman Uhlmann is Director of the Development Center for X-Ray Technology EZRT Division at Fraunhofer IIS. His research activities are in the field of imaging physics and data analysis with the focus of x-ray imaging from the nano scale structures to a large scale on different types of imaging systems, like lab-based CT systems and synchrotrons for a very wide field of applications like material characterization, quality assurance, security, agriculture and sorting.

Alexander Martin is Director at Fraunhofer IIS, Founding Vice President of the University of Technology Nürnberg (UTN), and heads the lab on "Analytics and Optimization". His research interests are the theory and solution of mixed-integer linear and nonlinear optimization problems with applications in AI, energy, mobility, and logistics. Alexander published more than 150 papers and has been coordinator of various research projects as well as member of several editorial boards of international top journals.

克里斯多福·穆茨勒（Christopher Mutschler）是弗勞恩霍夫應用科學研究所（Fraunhofer IIS）定位與網路部門的主任。他的研究位於機器學習（特別是強化學習）與基於無線電的定位交匯處。他協調不同業務單位之間的基礎研究活動。克里斯多福在主要的機器學習會議上發表了超過70篇論文，如IJCNN、TMLR、JMLR和ICML。

克里斯蒂安·穆岑邁爾（Christian Münzenmayer）是數位健康與分析部門的負責人，也是弗勞恩霍夫應用科學研究所智能感測與電子部門管理團隊的一員。他的研究興趣集中在醫療工程、用於影像和生物信號分析的機器學習及其醫療應用上。他在科學期刊和會議論文集中發表了超過60篇出版物。克里斯蒂安還擔任巴伐利亞經濟事務、區域發展與能源部醫療技術專家委員會的成員。

諾曼·烏爾曼（Norman Uhlmann）是弗勞恩霍夫應用科學研究所X射線技術發展中心EZRT部門的主任。他的研究活動集中在影像物理學和數據分析領域，專注於從納米尺度結構到大型影像系統（如實驗室CT系統和同步輻射）中的X射線成像，應用範圍涵蓋材料特性、質量保證、安全、農業和分揀等多個領域。

亞歷山大·馬丁（Alexander Martin）是弗勞恩霍夫應用科學研究所的主任，紐倫堡科技大學（University of Technology Nürnberg, UTN）的創始副校長，並負責“分析與優化”實驗室。他的研究興趣包括混合整數線性和非線性優化問題的理論與解決方案，應用於人工智慧、能源、移動性和物流等領域。亞歷山大發表了超過150篇論文，並擔任多個研究項目的協調員以及多本國際頂尖期刊的編輯委員會成員。