Pantelis Sopasakis

model predictive control mpc control qsar opentox predictive toxicology restful rest toxicology dwn fractional dynamics optimization gpu fractional derivative linked data qspr effinet optimal control stability compressed sensing convex optimization compressive sensing lasso gpgpu spacecraft attitude control upper stage sloshing stochastic caputo pid amiodarone web services web api database authorisation authentication interface rdf ontology java large-scale automatic control stochastic optimal control lbfgs parallelizable graphics processing units scenario-based scenario tree recursive compressed sensing forward backward rcs fast optimization splitting newton method operator splitting methods fast methods water water networks water demand management ista signal processing regularized least squares compression semismooth newton technology mathematics fista fast algorithm l1ls admm algorithm cuda nvidia proximal gradient control theory uri compound conformer dataset pmml api economic model predictive control drinking water networks networks controlled administration non-integer dynamics itae phase margin gain margin bode diagram compartmental pharmacokinetics model reduction reduced-order model web ontology web service toxotis w3c sso sql distributed programming animal testing nonlinear control theory frobenious theorem painleve inner limit convergence analysis topology sets kuratowski sequences of sets outer limit predicted environmental concentration environmental science van straalen probabilistic risk assessment monte carlo water network lyapunov sampled-data systems impulsive systems oberver pbpk modelling observer design nonlinear systems dissertation drug administration phd modelling