Panagiotis Angelikopoulos

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 7

Top Topics

Bayesian Inference

Posterior Distribution

Hyperparameters

Bayesian Models

Top Venues

J. Comput. Phys.

IEEE Trans. Medical Imaging

Publications

John J. Cherian, Andrew G. Taube, Robert T. McGibbon, Panagiotis Angelikopoulos, Guy Blanc, Michael Snarski, Daniel D. Richman, John L. Klepeis, David E. Shaw
Efficient hyperparameter optimization by way of PAC-Bayes bound minimization. CoRR (2020)
Jana Lipková, Panagiotis Angelikopoulos, Stephen Wu, Esther Alberts, Benedikt Wiestler, Christian Diehl, Christine Preibisch, Thomas Pyka, Stephanie Combs, Panagiotis E. Hadjidoukas, Koen Van Leemput, Petros Koumoutsakos, John S. Lowengrub, Bjoern H. Menze
Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference. IEEE Trans. Medical Imaging 38 (8) (2019)
Jana Lipková, Panagiotis Angelikopoulos, Stephen Wu, Esther Alberts, Benedikt Wiestler, Christian Diehl, Christine Preibisch, Thomas Pyka, Stephanie Combs, Panagiotis E. Hadjidoukas, Koen Van Leemput, Petros Koumoutsakos, John S. Lowengrub, Bjoern H. Menze
Personalized Radiotherapy Planning for Glioma Using Multimodal Bayesian Model Calibration. CoRR (2018)
Georgios Arampatzis, Daniel Wälchli, Panagiotis Angelikopoulos, Stephen Wu, Panagiotis E. Hadjidoukas, Petros Koumoutsakos
Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics. SIAM J. Sci. Comput. 40 (3) (2018)
Lina Kulakova, Panagiotis Angelikopoulos, Panagiotis E. Hadjidoukas, Costas Papadimitriou, Petros Koumoutsakos
Approximate Bayesian Computation for Granular and Molecular Dynamics Simulations. PASC (2016)
Panagiotis E. Hadjidoukas, Panagiotis Angelikopoulos, Costas Papadimitriou, Petros Koumoutsakos
Π4U: A high performance computing framework for Bayesian uncertainty quantification of complex models. J. Comput. Phys. 284 (2015)
Panagiotis E. Hadjidoukas, Panagiotis Angelikopoulos, Lina Kulakova, Costas Papadimitriou, Petros Koumoutsakos
Exploiting Task-Based Parallelism in Bayesian Uncertainty Quantification. Euro-Par (2015)
Paraskevi Gkeka, Panagiotis Angelikopoulos, Lev Sarkisov, Zoe Cournia
Membrane Partitioning of Anionic, Ligand-Coated Nanoparticles Is Accompanied by Ligand Snorkeling, Local Disordering, and Cholesterol Depletion. PLoS Comput. Biol. 10 (12) (2014)
Panagiotis E. Hadjidoukas, Panagiotis Angelikopoulos, Costas Voglis, Dimitris G. Papageorgiou, Isaac E. Lagaris
NDL-v2.0: A new version of the numerical differentiation library for parallel architectures. Comput. Phys. Commun. 185 (7) (2014)
Kimon Kontosis, Panagiotis Angelikopoulos, Panos Koukoulas, Nicholas Kalouptsidis, Ioannis Z. Emiris
Symbolic Computations in Volterra System Identification. ICASSP (3) (2006)