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My group works on the development of algorithms and software artefacts that leverage high-performance computing and AI and run on cutting-edge HPC machines, such as exascale supercomputers, to push the boundaries of what is currently achievable in computational science and innovation.
My ambition is to integrate HPC, Big Data, AI and the Internet of Things (IoT) with STEM to enable transformative digital technologies that can augment or replace physical trial-and-error involved in R&D and monitoring of manufacturing operations, accelerating and rendering cheaper and more sustainable the entire lifecycle of industrial and research activities.
Targeting the algorithms that underpin computational science software, the research in my group impacts a broad spectrum of application areas. Current application foci include artificial intelligence and machine learning, computational chemistry, material science, bioinformatics and applied mathematics.
My group works on the development of algorithms and software artefacts that leverage high-performance computing and AI and run on cutting-edge HPC machines, such as exascale supercomputers, to push the boundaries of what is currently achievable in computational science and innovation.
My ambition is to integrate HPC, Big Data, AI and the Internet of Things (IoT) with STEM to enable transformative digital technologies that can augment or replace physical trial-and-error involved in R&D and monitoring of manufacturing operations, accelerating and rendering cheaper and more sustainable the entire lifecycle of industrial and research activities.
Targeting the algorithms that underpin computational science software, the research in my group impacts a broad spectrum of application areas. Current application foci include artificial intelligence and machine learning, computational chemistry, material science, bioinformatics and applied mathematics.
研究兴趣
论文共 29 篇作者统计合作学者相似作者
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JOURNAL OF CHEMICAL THEORY AND COMPUTATIONno. 6 (2024): 2505-2519
Jorge L. Galvez Vallejo, Calum Snowdon,Ryan Stocks, Fazeleh Kazemian, Fiona Chuo Yan Yu, Christopher Seidl,Zoe Seeger,Melisa Alkan,David Poole,Bryce M. Westheimer, Mehaboob Basha, Marco De La Pierre,
JOURNAL OF CHEMICAL PHYSICSno. 4 (2023)
Federico Zahariev,Peng Xu,Bryce M Westheimer,Simon Webb, Jorge Galvez Vallejo,Ananta Tiwari,Vaibhav Sundriyal,Masha Sosonkina,Jun Shen,George Schoendorff, Megan Schlinsog,Tosaporn Sattasathuchana,
Journal of chemical theory and computationno. 20 (2023): 7031-7055
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Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (2021)
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