Volodymyr Kindratenko

Volodymyr Kindratenko is a Research Associate Professor at the University of Illinois at Urbana-Champaign and Assistant Director for the Center for Artificial Intelligence Innovation (CAII) at the National Center for Supercomputing Applications (NCSA). He also holds an Adjunct Associate Professor appointment in the Department of Electrical and Computer Engineering. His academic background includes a D.Sc. in Analytical Chemistry (University of Antwerp, 1997) and an M.Sc. in Mathematics and Informatics (Volodymyr Vynnychenko Central Ukrainian State University, 1993).

Dr. Kindratenko's research focuses on

• High-performance computing (HPC) with computational accelerators
• Special-purpose computing architectures
• AI and machine learning systems for scientific applications
• Cloud computing integration with HPC
• Transformer-based models for medical imaging
• Federated learning on heterogeneous resources

His work has been funded by NSF, NASA, ONR, DOE, and industry partners.

The 15 most recent publications span AI-driven cosmological data analysis, cloud-HPC integration, and GPU-accelerated quantum simulations. Keywords include Machine Learning, High-performance computing, Quantum Chromodynamics, and Cloud Computing, with subfields like Transformers for medical imaging, Federated learning, and GPU clusters.

Scientific awards include

• SRC Award for Excellence in Reconfigurable Computing (2007)
• Instructure Academic Excellence Award (2025)
• Outstanding Service Award at the 9th ACS/IEEE Conference (2011)
• George Anner Excellence in Teaching Award (2022)

He serves as department editor of IEEE Computing in Science and Engineering and associate editor of International Journal of Reconfigurable Computing, and mentors students in the SC Student Cluster Competition (2016-2021). Dr. Kindratenko is a Senior Member of IEEE and ACM.