• Approximate Bayesian computation for granular and molecular dynamics simulations 

      Kulakova L., Angelikopoulos P., Hadjidoukas P.E., Papadimitriou C., Koumoutsakos P. (2016)
      The effective integration of models with data through Bayesian uncertainty quantification hinges on the formulation of a suitable likelihood function. In many cases such a likelihood may not be readily available or it may ...
    • A computationally efficient Bayesian framework for structural health monitoring using physics-based models 

      Papadimitriou C., Argyris C., Panetsos P. (2015)
      A Bayesian inference framework for structural damage identification is presented. Sophisticated structural identification methods, combining vibration information from the sensor network with the theoretical information ...
    • Enhancing design space exploration by extending CPU/GPU specifications onto FPGAs 

      Owaida, M.; Falcao, G.; Andrade, J.; Antonopoulos, C.; Bellas, N.; Purnaprajna, M.; Novo; Karakonstantis, G.; Burg, A.; Ienne, P. (2015)
      The design cycle for complex special-purpose computing systems is extremely costly and time-consuming. It involves a multiparametric design space exploration for optimization, followed by design verification. Designers of ...
    • High-throughput sockets over RDMA for the intel xeon phi coprocessor 

      Santogidis A., Lalis S. (2017)
      In this paper we describe the design, implementation and performance of Trans4SCIF, a user-level socket-like transport library for the Intel Xeon Phi coprocessor. Trans4SCIF library is primarily intended for high-throughput ...
    • Survey on Grid Resource Allocation Mechanisms 

      Qureshi, M. B.; Dehnavi, M. M.; Min-Allah, N.; Qureshi, M. S.; Hussain, H.; Rentifis, I.; Tziritas, N.; Loukopoulos, T.; Khan, S. U.; Xu, C. Z.; Zomaya, A. Y. (2014)
      Grid is a distributed high performance computing paradigm that offers various types of resources (like computing, storage, communication) to resource-intensive user tasks. These tasks are scheduled to allocate available ...