| Population size in particle swarm optimization AP Piotrowski, JJ Napiorkowski, AE Piotrowska Swarm and Evolutionary Computation 58, 100718, 2020 | 298 | 2020 |
| A comparison of methods to avoid overfitting in neural networks training in the case of catchment runoff modelling AP Piotrowski, JJ Napiorkowski Journal of Hydrology 476, 97-111, 2013 | 293 | 2013 |
| Optimizing neural networks for river flow forecasting–Evolutionary Computation methods versus the Levenberg–Marquardt approach AP Piotrowski, JJ Napiorkowski Journal of hydrology 407 (1-4), 12-27, 2011 | 137 | 2011 |
| Hydrodynamic derivation of storage parameters of the Muskingum model JCI Dooge, WG Strupczwski, JJ Napiorkowski Journal of Hydrology 54, 371-387, 1982 | 135 | 1982 |
| Comparing various artificial neural network types for water temperature prediction in rivers AP Piotrowski, MJ Napiorkowski, JJ Napiorkowski, M Osuch Journal of Hydrology 529, 302-315, 2015 | 131 | 2015 |
| Swarm intelligence and evolutionary algorithms: Performance versus speed AP Piotrowski, MJ Napiorkowski, JJ Napiorkowski, PM Rowinski Information Sciences 384, 34-85, 2017 | 123 | 2017 |
| How novel is the “novel” black hole optimization approach? AP Piotrowski, JJ Napiorkowski, PM Rowinski Information Sciences 267, 191-200, 2014 | 100 | 2014 |
| Impact of deep learning-based dropout on shallow neural networks applied to stream temperature modelling AP Piotrowski, JJ Napiorkowski, AE Piotrowska Earth-Science Reviews 201, 103076, 2020 | 85 | 2020 |
| Step-by-step improvement of JADE and SHADE-based algorithms: Success or failure? AP Piotrowski, JJ Napiorkowski Swarm and evolutionary computation 43, 88-108, 2018 | 80 | 2018 |
| The Baltic Sea Experiment (BALTEX): A European contribution to the investigation of the energy and water cycle over a large drainage basin E Raschke, J Meywerk, K Warrach, U Andrea, S Bergstram, F Beyrich, ... BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY 82 (11), 2389-2413, 2001 | 74 | 2001 |
| Some metaheuristics should be simplified AP Piotrowski, JJ Napiorkowski Information Sciences 427, 32-62, 2018 | 71 | 2018 |
| Differential evolution algorithm with separated groups for multi-dimensional optimization problems AP Piotrowski, JJ Napiorkowski, A Kiczko European Journal of Operational Research 216 (1), 33-46, 2012 | 62* | 2012 |
| The linear downstream response of a generalized uniform channel JCI Dooge, JJ Napiórkowski, WG Strupczewski Acta Geophysica Polonica 35 (3), 277-291, 1988 | 62 | 1988 |
| Comparing large number of metaheuristics for artificial neural networks training to predict water temperature in a natural river AP Piotrowski, M Osuch, MJ Napiorkowski, PM Rowinski, JJ Napiorkowski Computers & Geosciences 64, 136-151, 2014 | 60 | 2014 |
| Climate change impact on hydrological extremes: preliminary results from the Polish-Norwegian Project RJ Romanowicz, E Bogdanowicz, SE Debele, J Doroszkiewicz, H Hisdal, ... Acta Geophysica 64, 477-509, 2016 | 57 | 2016 |
| Flash-flood forecasting by means of neural networks and nearest neighbour approach–a comparative study A Piotrowski, JJ Napiorkowski, PM Rowiński Nonlinear Processes in Geophysics 13 (4), 443-448, 2006 | 51 | 2006 |
| Are artificial neural network techniques relevant for the estimation of longitudinal dispersion coefficient in rivers?/Les techniques de réseaux de neurones artificiels sont … PM Rowiński, A Piotrowski, JJ Napiórkowski Hydrological Sciences Journal–Journal des Sciences Hydrologiques 50 (1), 2005 | 49 | 2005 |
| On backwater effects in linear diffusion flood routing JCI Dooge, ZW Kundzewicz, JJ Napiórkowski Hydrological Sciences Journal 28 (3), 391-402, 1983 | 47 | 1983 |
| Projected changes in flood indices in selected catchments in Poland in the 21st century M Osuch, D Lawrence, HK Meresa, JJ Napiorkowski, RJ Romanowicz Stochastic Environmental Research and Risk Assessment 31, 2435-2457, 2017 | 46 | 2017 |
| The effect of the downstream boundary conditions in the linearized St Venant equations JCI DOOGE, JJ NAPIORKOWSKI The Quarterly Journal of Mechanics and Applied Mathematics 40 (2), 245-256, 1987 | 46 | 1987 |
Paweł RowińskiInstytut Geofizyki Polskiej Akademii NaukVerified email at igf.edu.pl
