معرفی
Constantine Dovrolis is a Professor at the Georgia Institute of Technology’s School of Computer Science and Director of the Computation-based Science & Technology Research Center (CaSToRC) at The Cyprus Institute since January 2023. His interdisciplinary research merges Network Theory, Data Mining, and Machine Learning, with applications in climate science, biology, neuroscience, and neuro-inspired AI architectures.
Education:
- Bachelor’s (Engr.Dipl.) from Technical University of Crete (1995)
- M.S. from University of Rochester (1996)
- Ph.D. from University of Wisconsin-Madison (2000)
Research Focus: Recent work emphasizes neuro-inspired machine learning, leveraging brain network principles. Key areas include continual learning, sparse neural networks, and hierarchical task structure discovery. His group’s contributions address challenges in AI adaptability and interpretability.
Projects & Funding: Current initiatives include EuroCC2 (HPC competence center), AGORA 3.0, PROTECT, GenAI4ED (EU Horizon Europe), and FINALITY MSCA Network. Funders include NSF, NIH, DOE, DARPA, Google, Microsoft, and Cisco.
Labs & Teams: Leads CaSToRC, fostering collaborations in quantum computing, AI, computational modeling, HPC, and policy-driven innovation. Active in training PhD students and postdocs in interdisciplinary computational science.
