2024

Maiocchi, Chiara Cecilia, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Gritsun, Andrey and Sato, Yuzuru (2024) Heterogeneity of the attractor of the Lorenz '96 model: Lyapunov analysis, unstable periodic orbits, and shadowing properties. Physica D: Nonlinear Phenomena, 457. 133970. ISSN 1872-8022 doi: https://doi.org/10.1016/j.physd.2023.133970

2023

Alberti, Tommaso, Daviaud, Francois, Donner, Reik V., Dubrulle, Berengere, Faranda, Davide and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2023) Chameleon attractors in turbulent flows. Chaos, Solitons & Fractals, 168. 113195. ISSN 1873-2887 doi: https://doi.org/10.1016/j.chaos.2023.113195

Alberti, Tommaso, Faranda, Davide, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Donner, Reik V., Dubrulle, Berengere and Daviaud, François (2023) Scale dependence of fractal dimension in deterministic and stochastic Lorenz-63 systems. Chaos: An Interdisciplinary Journal of Nonlinear Science, 33 (2). 023144. ISSN 1089-7682 doi: https://doi.org/10.1063/5.0106053

Bröcker, Jochen (2023) Existence and uniqueness for variational data assimilation in continuous time. Mathematical Control & Related Fields, 13 (1). pp. 94-115. ISSN 2156-8472 doi: https://doi.org/10.3934/mcrf.2021050

Bröcker, J. (2023) Testing the reliability of forecasting systems. Journal of Applied Statistics, 50 (1). pp. 106-130. ISSN 1360-0532 doi: https://doi.org/10.1080/02664763.2021.1981833

Cannarsa, Piermarco, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Martinez, Patrick, Urbani, Cristina and Vancostenoble, Judith (2023) Analysis of a two-layer energy balance model: long time behaviour and greenhouse effect. Chaos: An Interdisciplinary Journal of Nonlinear Science, 33 (11). 113111. ISSN 1089-7682 doi: https://doi.org/10.1063/5.0136673

Kobras, Melanie, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 and Ambaum, Maarten H.P. ORCID: https://orcid.org/0000-0002-6824-8083 (2023) Latitudinal storm track shift in a reduced two-level model of the atmosphere. Physica D: Nonlinear Phenomena. 133926. ISSN 1872-8022 doi: https://doi.org/10.1016/j.physd.2023.133926

Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Galfi, Vera Melinda, Riboldi, Jacopo and Messori, Gabriele (2023) Typicality of the 2021 Western North America summer heatwave. Environmental Research Letters, 18 (1). 015004. ISSN 1748-9326 doi: https://doi.org/10.1088/1748-9326/acab77

Recchia, Lucy G. ORCID: https://orcid.org/0000-0002-5907-9468 and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2023) Modelling the effect of aerosol and greenhouse gas forcing on the South and East Asian monsoons with an intermediate-complexity climate model. Earth System Dynamics, 14 (3). pp. 697-722. ISSN 2190-4987 doi: https://doi.org/10.5194/esd-14-697-2023 (In Press)

Rousseau, Denis-Didier, Bagniewski, Witold and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2023) A punctuated equilibrium analysis of the climate evolution of cenozoic exhibits a hierarchy of abrupt transitions. Scientific Reports, 13. 11290. ISSN 2045-2322 doi: https://doi.org/10.1038/s41598-023-38454-6

Wouters, Jeroen, Schiemann, Reinhard K. H. ORCID: https://orcid.org/0000-0003-3095-9856 and Shaffrey, Len C. (2023) Rare event simulation of extreme European winter rainfall in an intermediate complexity climate model. Journal of Advances in Modeling Earth Systems, 15 (4). e2022MS003537. ISSN 1942-2466 doi: https://doi.org/10.1029/2022MS003537

Zagli, Niccolò, Pavliotis, Grigorios A., Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 and Alecio, Alexander (2023) Dimension reduction of noisy interacting systems. Physical Review Research, 5 (1). 013078. ISSN 2643-1564 doi: https://doi.org/10.1103/PhysRevResearch.5.013078

2022

Amaradio, Matteo N., Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Jansen, Giorgio, Gulisano, Massimo, Costanza, Jole and Nicosia, Giuseppe (2022) Pareto optimal metabolic engineering for the growth-coupled overproduction of sustainable chemicals. Biotechnology and Bioengineering. ISSN 0006-3592 doi: https://doi.org/10.1002/bit.28103 (In Press)

Faloppa, Federico (2022) Beyond the border. Migration and multilingual signs at European borderscapes. [Show/Exhibition]

Lembo, Valerio, Fabiano, Federico, Galfi, Vera Melinda, Graversen, Rune, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 and Messori, Gabriele (2022) Meridional energy transport extremes and the general circulation of Northern Hemisphere mid-latitudes: dominant weather regimes and preferred zonal wavenumbers. Weather and Climate Dynamics, 3 (3). pp. 1037-1062. ISSN 2698-4016 doi: https://doi.org/10.5194/wcd-3-1037-2022

Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Serdukova, Larissa and Margazoglou, Georgios (2022) Lévy-noise versus Gaussian-noise-induced transitions in the Ghil-Sellers energy balance model. Nonlinear Processes in Geophysics, 29. pp. 183-205. ISSN 1023-5809 doi: https://doi.org/10.5194/npg-29-183-2022

Maiocchi, Chiara Cecilia, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 and Gritsun, Andrey (2022) Decomposing the dynamics of the Lorenz 1963 model using unstable periodic orbits: averages, transitions, and quasi-invariant sets. Chaos: An Interdisciplinary Journal of Nonlinear Science, 32. 033129. ISSN 1089-7682 doi: https://doi.org/10.1063/5.0067673

Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 and Nicosia, Giuseppe (2022) Backpropagation neural tree. Neural Networks, 149. ISSN 0893-6080 doi: https://doi.org/10.1016/j.neunet.2022.02.003

Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Jansen, Giorgio, Patanè, Andrea, La Magna, Antonino, Romano, Vittorio and Nicosia, Giuseppe ORCID: https://orcid.org/0000-0002-0650-3157 (2022) Design and characterization of effective solar cells. Energy Systems, 13. pp. 355-382. ISSN 1868-3967 doi: https://doi.org/10.1007/s12667-021-00451-x

Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Timmis, Jon and Nicosia, Giuseppe (2022) Assessing ranking and effectiveness of evolutionary algorithm hyperparameters using global sensitivity analysis methodologies. Swarm and Evolutionary Computation, 74. 101130. ISSN 2210-6502 doi: https://doi.org/10.1016/j.swevo.2022.101130

Ragon, Charline, Lembo, Valerio, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Verard, Christian, Kasparian, Jerome and Brunetti, Maura (2022) Robustness of competing climatic states. Journal of Climate, 35 (9). pp. 2769-2784. ISSN 1520-0442 doi: https://doi.org/10.1175/JCLI-D-21-0148.1

Santos Gutiérrez, Manuel and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2022) On some aspects of the response to stochastic and deterministic forcings. Journal of Physics A: Mathematical and Theoretical, 55 (42). 425002. ISSN 1751-8113 doi: https://doi.org/10.1088/1751-8121/ac90fd

2021

Chen, Yumeng ORCID: https://orcid.org/0000-0002-2319-6937, Carrassi, Alberto ORCID: https://orcid.org/0000-0003-0722-5600 and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2021) Inferring the instability of a dynamical system from the skill of data assimilation exercises. Nonlinear Processes in Geophysics, 28 (4). pp. 633-649. ISSN 1023-5809 doi: https://doi.org/10.5194/npg-28-633-2021

Faranda, Davide, Alberti, Tommaso, Arutkin, Maxence, Lembo, Valerio and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2021) Interrupting vaccination policies can greatly spread SARS-CoV-2 and enhance mortality from COVID-19 disease: the AstraZeneca case for France and Italy. Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (4). 041105. ISSN 1089-7682 doi: https://doi.org/10.1063/5.0050887

Galfi, Vera Melinda, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Ragone, Francesco and Wouters, Jeroen (2021) Applications of large deviation theory in geophysical fluid dynamics and climate science. Rivista del Nuovo Cimento, 44. pp. 291-363. ISSN 1826-9850 doi: https://doi.org/10.1007/s40766-021-00020-z

Gelbrecht, Maximilian, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Boers, Niklas and Kurths, Jürgen (2021) Analysis of a bistable climate toy model with physics-based machine learning methods. The European Physical Journal Special Topics, 230. pp. 3121-3131. ISSN 1951-6355 doi: https://doi.org/10.1140/epjs/s11734-021-00175-0

Hussein, Mohamud, Law, Cherry ORCID: https://orcid.org/0000-0003-0686-1998 and Fraser, Iain (2021) An analysis of food demand in a fragile and insecure country: Somalia as a case study. Food Policy, 101. 102092. ISSN 0306-9192 doi: https://doi.org/10.1016/j.foodpol.2021.102092

Jaikumar, Punitha, Vandaele, Remy and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Transfer learning for instance segmentation of waste bottles using Mask R-CNN algorithm. In: International Conference on Intelligent Systems Design and Applications, 12-15 December 2020, online, pp. 140-149. doi: https://doi.org/10.1007/978-3-030-71187-0_13 (Intelligent Systems Design and Applications. ISDA 2020. Advances in Intelligent Systems and Computing, vol 1351.)

Jansen, Sabine, Kuna, Tobias and Tsagkarogiannis, Dimitrios (2021) Lagrange inversion and combinatorial species with uncountable color palette. Annales Henri Poincare, 22. pp. 1499-1534. ISSN 1424-0661 doi: https://doi.org/10.1007/s00023-020-01013-0

Margazoglou, Georgios, Grafke, Tobias, Laio, Alessandro and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2021) Dynamical landscape and multistability of a climate model. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 477 (2250). ISSN 1364-5021 doi: https://doi.org/10.1098/rspa.2021.0019

Pravin, Chandresh, Martino, Ivan, Nicosia, Giuseppe and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Adversarial robustness in deep learning: attacks on fragile neurons. In: 30th International Conference on Artificial Neural Networks, September 14-17, 2021, Bratislava, Slovakia (Online), pp. 16-28. doi: https://doi.org/10.1007/978-3-030-86362-3_2

Recchia, Lucy G. ORCID: https://orcid.org/0000-0002-5907-9468, Griffiths, Stephen D. and Parker, Douglas J. (2021) Controls on propagation of the Indian monsoon onset in an idealised model. Quarterly Journal of the Royal Meteorological Society, 147 (741). pp. 4010-4031. ISSN 1477-870X doi: https://doi.org/10.1002/qj.4165

Santos Gutiérrez, Manuel ORCID: https://orcid.org/0000-0001-8617-2804, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Chekroun, Mickaël D. ORCID: https://orcid.org/0000-0002-4525-5141 and Ghil, Michael ORCID: https://orcid.org/0000-0001-5177-7133 (2021) Reduced-order models for coupled dynamical systems: data-driven methods and the Koopman operator. Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (5). 053116. ISSN 1089-7682 doi: https://doi.org/10.1063/5.0039496

Shergill, Jagjeevan Singh, Pravin, Chandresh and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Accent and gender recognition from English language speech and audio using signal processing and deep learning. In: International Conference on Hybrid Intelligent Systems, 14-16 Dec 2020, pp. 62-72. doi: https://doi.org/10.1007/978-3-030-73050-5_7

Taylor, Rhian, Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Martino, Ivan and Nicosia, Giuseppe (2021) Sensitivity analysis for deep learning: ranking hyper-parameter influence. In: 33rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI2021), 1-3 NOV 2021, Online. doi: https://doi.org/10.1109/ICTAI52525.2021.00083

Tomasini, Umberto Maria and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2021) Predictors and predictands of linear response in spatially extended systems. European Physical Journal Special Topics, 230. pp. 2813-2832. ISSN 1951-6355 doi: https://doi.org/10.1140/epjs/s11734-021-00158-1

Vandaele, Remy, Dance, Sarah ORCID: https://orcid.org/0000-0003-1690-3338 and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Automated water segmentation and river level detection on camera images using transfer learning. In: 42nd German Conference on Pattern Recognition (DAGM GCPR 2020), 28 Sep - 1 Oct 2020, pp. 232-245. doi: https://doi.org/10.1007/978-3-030-71278-5

Vandaele, Remy, Dance, Sarah L. ORCID: https://orcid.org/0000-0003-1690-3338 and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Deep learning for automated river-level monitoring through river camera images: an approach based on water segmentation and transfer learning. Hydrology and Earth System Sciences, 25 (8). pp. 4435-4453. ISSN 1027-5606 doi: https://doi.org/10.5194/hess-25-4435-2021

Ward, Billy, Pravin, Chandresh, Chetcuti, Alec, Hayashi, Yoshikatsu and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Classification of musical preference in generation Z through EEG signal processing and machine learning. In: International Conference on Intelligent Systems Design and Applications, 12-15 December 2020, https://link.springer.com/conference/isda, pp. 117-127. doi: https://doi.org/10.1007/978-3-030-71187-0_11

Zagli, Niccolo ORCID: https://orcid.org/0000-0003-4509-1615, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 and Pavliotis, Grigorios A. ORCID: https://orcid.org/0000-0002-3468-9227 (2021) Spectroscopy of phase transitions for multiagent systems. Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (6). 061103. ISSN 1089-7682 doi: https://doi.org/10.1063/5.0053558

2020

Bodai, Tamas, Drótos, Gábor, Herein, Mátyás, Lunkeit, Frank and Lucarini, Valerio (2020) The forced response of the El Niño–Southern Oscillation-Indian monsoon teleconnection in ensembles of Earth System Models. Journal of Climate, 33. pp. 2163-2182. ISSN 1520-0442 doi: https://doi.org/10.1175/JCLI-D-19-0341.1

Bódai, Tamás, Lucarini, Valerio and Lunkeit, Frank (2020) Can we use linear response theory to assess geoengineering strategies? Chaos: An Interdisciplinary Journal of Nonlinear Science, 30 (2). 023124. ISSN 1089-7682 doi: https://doi.org/10.1063/1.5122255

Eyring, Veronika, Bock, Lisa, Lauer, Axel, Righi, Mattia, Schlund, Manuel, Andela, Bouwe, Arnone, Enrico, Bellprat, Omar, Brötz, Björn, Caron, Louis-Phillippe, Carvalhais, Nuno, Cionni, Irene, Cortesi, Nicola, Crezee, Bas, Davin, Edouard, Davini, Paolo, Debeire, Kevin, de Mora, Lee, Deser, Clara, Docquier, David, Earnshaw, Paul, Ehbrecht, Carsten, Gier, Bettina K., Gonzalez-Reviriego, Nube, Goodman, Paul, Hagemann, Stefan, Hardiman, Steven, Hassler, Birgit, Hunter, Alasdair, Kadow, Christopher, Kindermann, Stephan, Koirala, Sujan, Koldunov, Nikolay V., Lejeune, Quentin, Lembo, Valerio, Lovato, Tomas, Lucarini, Valerio, Massonnet, Francois, Müller, Benjamin, Pandde, Amarjiit, Pérez-Zanón, Nuria, Phillips, Adam, Predoi, Valeriu, Russell, Joellen, Sellar, Alistair, Serva, Federico, Stacke, Tobias, Swaminathan, Ranjini, Torralba, Verónica, Vegas-Regidor, Javier, von Hardenberg, Jost, Weigel, Katja and Zimmermann, Klaus (2020) Earth System Model Evaluation Tool (ESMValTool) v2.0 – an extended set of large-scale diagnostics for quasi-operational and comprehensive evaluation of Earth system models in CMIP. Geoscientific Model Development Discussions, 13 (7). pp. 3383-3438. ISSN 1991-962X doi: https://doi.org/10.5194/gmd-13-3383-2020

Ghil, Michael and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2020) The physics of climate variability and climate change. Reviews of Modern Physics, 92 (3). 035002. ISSN 0034-6861 doi: https://doi.org/10.1103/RevModPhys.92.035002

Infusino, Maria and Kuna, Tobias (2020) The full moment problem on subsets of probabilities and point configurations. Journal of Mathematical Analysis and Applications, 483 (1). 123551. ISSN 0022-247X doi: https://doi.org/10.1016/j.jmaa.2019.123551

Lembo, Valerio, Lucarini, Valerio and Ragone, Francesco (2020) Beyond forcing scenarios: predicting climate change through response operators in a coupled general circulation model. Scientific Reports, 10 (1). 8668. ISSN 2045-2322 doi: https://doi.org/10.1038/s41598-020-65297-2

Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2020) Introduction to the special issue on the statistical mechanics of climate. Journal of Statistical Physics, 179 (5-6). Springer. doi: https://doi.org/10.1007/s10955-020-02605-0

Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 and Bodai, Tamas (2020) Global stability properties of the climate: melancholia states, invariant measures, and phase transitions. Nonlinearity, 33 (9). R59-R92. ISSN 1361-6544 doi: https://doi.org/10.1088/1361-6544/ab86cc

Lucarini, Valerio and Gritsun, Andrey (2020) A new mathematical framework for atmospheric blocking events. Climate Dynamics, 54 (1-2). pp. 575-598. ISSN 0930-7575 doi: https://doi.org/10.1007/s00382-019-05018-2

Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471, Pavliotis, Grigorios A. and Zagli, Niccolo (2020) Response theory and phase transitions for the thermodynamic limit of interacting identical systems. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. ISSN 1364-5021 doi: https://doi.org/10.1098/rspa.2020.0688

Ojha, Varun and Nicosia, Giuseppe (2020) Multi-objective optimisation of multi-output neural trees. In: IEEE Congress on Evolutionary Computation (IEEE CEC 2020), 19-24 July 2020, Glasgow, Scotland, UK. doi: https://doi.org/10.1109/CEC48606.2020.9185600

Pravin, Chandresh and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2020) A novel ECG signal denoising filter selection algorithm based on conventional neural networks. In: 19th IEEE International Conference on Machine Learning and Applications (ICMLA 2020), 14-17 Dec 2020, Miami, Florida. doi: https://doi.org/10.1109/ICMLA51294.2020.00176 (Proceeding of 2s020 19th IEEE International Conference on Machine Learning and Applications (ICMLA))

Ruti, Paolo, Tarasova, Oksana, Keller, Julia, Carmichael, Greg, Hov, Øystein, Jones, Sarah, Terblanche, Deon, Anderson-Lefale, Cheryl, Barros, Ana, Bauer, Peter, Bouchet, Véronique, Brasseur, Guy, Brunet, Gilbert, DeCola, Phil, Dike, Victor, Kane, Mariane Diop, Gan, Christopher, Gurney, Kevin, Hamburg, Steven, Hazeleger, Wilco, Jean, Michel, Johnston, David, Lewis, Alastair, Li, Peter, Liang, Xudong, Lucarini, Valerio, Lynch, Amanda, Manaenkova, Elena, Jae-Cheol, Nam, Ohtake, Satoru, Pinardi, Nadia, Polcher, Jan, Ritchie, Elizabeth, Sakya, Andi Eka, Saulo, Celeste, Singhee, Amith, Sopaheluwakan, Ardhasena, Steiner, Andrea, Thorpe, Alan and Yamaji, Moeka (2020) Advancing research for seamless Earth system prediction. Bulletin of the American Meteorological Society, 101 (1). E23-E35. ISSN 1520-0477 doi: https://doi.org/10.1175/bams-d-17-0302.1

Santos Gutierrez, Manuel and Lucarini, Valerio (2020) Response and sensitivity using markov chains. Journal of Statistical Physics, 179 (5-6). pp. 1572-1593. ISSN 0022-4715 doi: https://doi.org/10.1007/s10955-020-02504-4

Vissio, Gabriele and Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 (2020) Mechanics and thermodynamics of a new minimal model of the atmosphere. The European Physical Journal Plus, 135 (10). 807. ISSN 2190-5444 doi: https://doi.org/10.1140/epjp/s13360-020-00814-w

Vissio, Gabriele, Lembo, Valerio, Lucarini, Valerio ORCID: https://orcid.org/0000-0001-9392-1471 and Ghil, Michael (2020) Evaluating the performance of climate models based on Wasserstein distance. Geophysical Research Letters, 47 (21). e2020GL089385. ISSN 0094-8276 doi: https://doi.org/10.1029/2020GL089385

2019

Bielik, Martin, Schneider, Sven, Kuliga, Saskia, Griego, Danielle, Ojha, Varun, König, Reinhard, Schmitt, Gerhard and Donath, Dirk (2019) Examining trade-offs between social, psychological, and energy potential of urban form. ISPRS International Journal of Geo-Information, 8 (2). 52. ISSN 2220-9964 doi: https://doi.org/10.3390/ijgi8020052

Boschi, Robert and Lucarini, Valerio (2019) Water pathways for the Hindu-Kush-Himalaya and analysis of three flood events. Atmosphere, 10 (9). 489. ISSN 2073-4433 doi: https://doi.org/10.3390/atmos10090489

Carlu, Mallory, Ginelli, Francesco, Lucarini, Valerio and Politi, Antonio (2019) Lyapunov analysis of multiscale dynamics: the slow bundle of the two-scale Lorenz 96 model. Nonlinear Processes in Geophysics, 26 (2). pp. 73-89. doi: https://doi.org/10.5194/npg-26-73-2019

Cullen, M. J. P., Kuna, Tobias, Pelloni, B. and Wilkinson, M. (2019) The Stability Principle and global weak solutions of the free surface semi-geostrophic equations in geostrophic coordinates. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 475 (2229). 20180787. ISSN 1471-2946 doi: https://doi.org/10.1098/rspa.2018.0787

Galfi, Vera Melinda, Lucarini, Valerio and Wouters, Jeroen (2019) A large deviation theory-based analysis of heat waves and cold spells in a simplified model of the general circulation of the atmosphere. Journal of Statistical Mechanics: Theory and Experiment. 033404. ISSN 1742-5468 doi: https://doi.org/10.1088/1742-5468/ab02e8

Gómez-Leal, Illeana, Kaltenegger, Lisa, Lucarini, Valerio and Lunkeit, Frank (2019) Climate sensitivity to ozone and its relevance on the habitability of Earth-like planets. Icarus, 321. pp. 608-618. ISSN 0019-1035 doi: https://doi.org/10.1016/j.icarus.2018.11.019

Hu, Guannan, Bodai, Tamas and Lucarini, Valerio (2019) Effects of stochastic parametrization on extreme value statistics. Chaos: An Interdisciplinary Journal of Nonlinear Science, 29 (8). 083102. ISSN 1089-7682 doi: https://doi.org/10.1063/1.5095756

Lembo, Valerio, Lunkeit, Frank and Lucarini, Valerio (2019) TheDiaTo (v1.0) – a new diagnostic tool for water, energy and entropy budgets in climate models. Geoscientific Model Development, 12 (8). pp. 3805-3834. ISSN 1991-9603 doi: https://doi.org/10.5194/gmd-12-3805-2019

Lembo, V., Messori, G., Graversen, R. and Lucarini, V. (2019) Spectral decomposition and extremes of atmospheric meridional energy transport in the Northern Hemisphere midlatitudes. Geophysical Research Letters. ISSN 0094-8276 doi: https://doi.org/10.1029/2019GL082105

Lucarini, Valerio (2019) Stochastic resonance for nonequilibrium systems. Physical Review E, 100 (6). 062124. ISSN 2470-0045 doi: https://doi.org/10.1103/PhysRevE.100.062124

Lucarini, Valerio and Bódai, Tamás (2019) Transitions across Melancholia States in a climate model: reconciling the deterministic and stochastic points of view. Physical Review Letters, 122 (15). 158701. ISSN 1079-7114 doi: https://doi.org/10.1103/PhysRevLett.122.158701

Ojha, Varun, Abraham, Ajith and Snášel, Václav (2019) Heuristic design of fuzzy inference systems: a review of three decades of research. Engineering Applications of Artificial Intelligence, 85. pp. 845-864. ISSN 0952-1976 doi: https://doi.org/10.1016/j.engappai.2019.08.010

Ojha, Varun Kumar, Griego, Danielle, Kuliga, Saskia, Bielik, Martin, Bus, Peter, Schaeben, Charlotte, Treyer, Lukas, Standfest, Matthias, Schneider, Sven, König, Reinhard, Donath, Dirk and Schmitt, Gerhard (2019) Machine learning approaches to understand the influence of urban environments on human’s physiological response. Information Sciences, 474. pp. 154-169. ISSN 0020-0255 doi: https://doi.org/10.1016/j.ins.2018.09.061

Prettyman, J., Kuna, Tobias and Livina, V. (2019) Generalized early warning signals in multivariate and gridded data with an application to tropical cyclones. Chaos: An Interdisciplinary Journal of Nonlinear Science, 29 (7). 073105. ISSN 1089-7682 doi: https://doi.org/10.1063/1.5093495

2018

Biferale, Luca, Cencini, Massimo, De Pietro, Massimo, Gallavotti, Giovanni and Lucarini, Valerio (2018) Equivalence of nonequilibrium ensembles in turbulence models. Physical Review E, 98 (1). 012202. ISSN 2470-0053 doi: https://doi.org/10.1103/PhysRevE.98.012202

Bożejko, Marek, da Silva, José Luís, Kuna, Tobias and Lytvynov, Eugene (2018) Approximation of a free Poisson process by systems of freely independent particles. Infinite Dimensional Analysis, Quantum Probability and Related Topics, 21 (3). 1850020. ISSN 1793-6306 doi: https://doi.org/10.1142/s0219025718500200

De Cruz, Lesley, Schubert, Sebastian, Demaeyer, Jonathan, Lucarini, Valerio and Vannitsem, Stephane (2018) Exploring the Lyapunov instability properties of high-dimensional atmospheric and climate models. Nonlinear Processes in Geophysics, 25 (2). pp. 387-412. ISSN 1607-7946 doi: https://doi.org/10.5194/npg-25-387-2018

Gomez-Leal, Illeana, Kaltenegger, Lisa, Lucarini, Valerio and Lunkeit, Frank (2018) Climate sensitivity to carbon dioxide and moist greenhouse threshold of earth-like planets under an increasing solar forcing. The Astrophysical Journal, 869 (2). 129. ISSN 0004-637X doi: https://doi.org/10.3847/1538-4357/aaea5f

Kuna, Tobias and Tsagkarogiannis, Dimitrios (2018) Convergence of density expansions of correlation functions and the Ornstein-Zernike equation. Annales Henri Poincare, 19 (4). pp. 1115-1150. ISSN 1424-0661 doi: https://doi.org/10.1007/s00023-018-0655-9

Lucarini, Valerio (2018) Revising and extending the linear response theory for statistical mechanical systems: evaluating observables as predictors and predictands. Journal of Statistical Physics, 173 (6). pp. 1698-1721. ISSN 0022-4715 doi: https://doi.org/10.1007/s10955-018-2151-5

Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 and Amban Mishra, Deepak (2018) Neural tree for estimating the uniaxial compressive strength of rock materials. In: International Conference on Hybrid Intelligent Systems, pp. 1-10. doi: https://doi.org/10.1007/978-3-319-76351-4_1

Ojha, Varun Kumar, Schiano, Serena, Wu, Chuan-Yu, Snásel, Václav and Abraham, Ajith (2018) Predictive modeling of die filling of the pharmaceutical granules using the flexible neural tree. Neural Computing and Applications, 29 (7). pp. 467-481. ISSN 0941-0643 doi: https://doi.org/10.1007/s00521-016-2545-8

Ojha, Varun Kumar, Snasel, Vaclav and Abraham, Ajith (2018) Multiobjective programming for type-2 hierarchical fuzzy inference trees. IEEE Transactions on Fuzzy Systems, 26 (2). pp. 915-936. ISSN 1063-6706 doi: https://doi.org/10.1109/TFUZZ.2017.2698399

Oljača, Lea, Bröcker, Jochen and Kuna, Tobias (2018) Almost sure error bounds for data assimilation in dissipative systems with unbounded observation noise. SIAM Journal on Applied Dynamical Systems, 17 (4). pp. 2882-2914. ISSN 1536-0040 doi: https://doi.org/10.1137/17M1162305

Prettyman, Joshua, Kuna, Tobias and Livina, Valerie (2018) A novel scaling indicator of early warning signals helps anticipate tropical cyclones. Europhysics Letters, 121 (1). 10002. ISSN 0295-5075 doi: https://doi.org/10.1209/0295-5075/121/10002

Tantet, Alexis, Lucarini, Valerio and Dijkstra, Henk A. (2018) Resonances in a chaotic attractor crisis of the Lorenz Flow. Journal of Statistical Physics, 170 (3). pp. 584-616. ISSN 0022-4715 doi: https://doi.org/10.1007/s10955-017-1938-0

Tantet, Alexis, Lucarini, Valerio, Lunkeit, Frank and Dijkstra, Henk A. (2018) Crisis of the chaotic attractor of a climate model: a transfer operator approach. Nonlinearity, 31 (5). 2221. ISSN 1361-6544 doi: https://doi.org/10.1088/1361-6544/aaaf42

Vissio, Gabriele and Lucarini, Valerio (2018) Evaluating a stochastic parametrization for a fast--slow system using the Wasserstein distance. Nonlinear Processes in Geophysics, 25 (2). pp. 413-427. ISSN 1023-5809 doi: https://doi.org/10.5194/npg-25-413-2018

Vissio, G. and Lucarini, Valerio (2018) A proof of concept for scale-adaptive parameterizations: the case of the Lorenz ’96 model. Quarterly Journal of the Royal Meteorological Society, 144 (710). pp. 63-75. ISSN 1477-870X doi: https://doi.org/10.1002/qj.3184

2017

Baladi, Viviane, Kuna, Tobias and Lucarini, Valerio (2017) Linear and fractional response for the SRB measure of smooth hyperbolic attractors and discontinuous observables. Nonlinearity, 30 (3). 1204. ISSN 1361-6544 doi: https://doi.org/10.1088/1361-6544/aa5b13

Berner, Judith, Achatz, Ulrich, Batte, Lauriane, Bengtsson, Lisa, De La Camara, Alvaro, Christensen, Hannah M., Colangeli, Matteo, Coleman, Danielle R. B., Crommelin, Daan, Dolaptchiev, Stamen I., Franzke, Christian L. E., Friederichs, Petra, Imkeller, Peter, Jarvinen, Heikki, Juricke, Stephan, Kitsios, Vassili, Lott, Francois, Lucarini, Valerio, Mahajan, Salil, Palmer, Timothy N., Penland, Cecile, Sakradzija, Mirjana, Von Storch, Jin-Song, Weisheimer, Antje, Weniger, Michael, Williams, Paul D. and Yano, Jun-Ichi (2017) Stochastic parameterization: towards a new view of weather and climate models. Bulletin of the American Meteorological Society, 98 (3). pp. 565-588. ISSN 1520-0477 doi: https://doi.org/10.1175/BAMS-D-15-00268.1

Galfi, Vera Melinda, Bodai, Tamas and Lucarini, Valerio (2017) Convergence of extreme value statistics in a two-layer quasi-geostrophic atmospheric model. Complexity, 2017. 5340858. ISSN 1076-2787 doi: https://doi.org/10.1155/2017/5340858

Goldstein, Shelly, Kuna, Tobias, Lebowitz, Joel L. and Speer, Eugene R. (2017) Translation invariant extensions of finite volume measures. Journal of Statistical Physics, 166 (3-4). pp. 765-782. ISSN 0022-4715 doi: https://doi.org/10.1007/s10955-016-1595-8

Gritsun, Andrey and Lucarini, Valerio (2017) Fluctuations, response, and resonances in a simple atmospheric model. Physica D: Nonlinear Phenomena, 349. pp. 62-76. ISSN 0167-2789 doi: https://doi.org/10.1016/j.physd.2017.02.015

Hasson, Shabeh, Böhner, Jürgen and Lucarini, Valerio (2017) Prevailing climatic trends and runoff response from Hindukush–Karakoram–Himalaya, upper Indus Basin. Earth System Dynamics, 8 (2). pp. 337-355. ISSN 2190-4987 doi: https://doi.org/10.5194/esd-8-337-2017

Infusino, Maria, Kuna, Tobias, Lebowitz, Joel L. and Speer, Eugene R. (2017) The truncated moment problem on N0. Journal of Mathematical Analysis and Applications, 452 (1). pp. 443-468. ISSN 0022-247X doi: https://doi.org/10.1016/j.jmaa.2017.02.060

Lucarini, Valerio and Bodai, Tamas (2017) Edge states in the climate system: exploring global instabilities and critical transitions. Nonlinearity, 30 (7). R32-R66. ISSN 1361-6544 doi: https://doi.org/10.1088/1361-6544/aa6b11

Lucarini, Valerio and Wouters, Jeroen (2017) Response formulae for n-point correlations in statistical mechanical systems and application to a problem of coarse graining. Journal of Physics A: Mathematical and Theoretical, 50 (35). 355003. ISSN 1751-8113 doi: https://doi.org/10.1088/1751-8121/aa812c

Lucarini, Valerio, Ragone, Francesco and Lunkeit, Frank (2017) Predicting climate change using response theory: global averages and spatial patterns. Journal of Statistical Physics, 166 (3-4). pp. 1036-1064. ISSN 0022-4715 doi: https://doi.org/10.1007/s10955-016-1506-z

Ojha, Varun Kumar, Abraham, Ajith and Snasel, Vacal (2017) Metaheuristic design of feedforward neural networks: a review of two decades of research. Engineering Applications of Artificial Intelligence, 60. pp. 97-116. ISSN 0952‐1976 doi: https://doi.org/10.1016/j.engappai.2017.01.013

Ojha, Varun Kumar, Abraham, Ajith and Snásel, Václav (2017) Ensemble of heterogeneous flexible neural trees using multiobjective genetic programming. Applied Soft Computing, 52. pp. 909-924. ISSN 1568-4946 doi: https://doi.org/10.1016/j.asoc.2016.09.035

Ojha, Varun Kumar, Dutta, Paramartha and Chaudhuri, Atal (2017) Identifying hazardousness of sewer pipeline gas mixture using classification methods: a comparative study. Neural Computing and Applications, 28 (6). pp. 1343-1354. ISSN 0941-0643 doi: https://doi.org/10.1007/s00521-016-2443-0

Zahid, Maida, Blender, Richard, Lucarini, Valerio and Bramati, Maria Caterina (2017) Return levels of temperature extremes in southern Pakistan. Earth System Dynamics, 8 (4). pp. 1263-1278. ISSN 2190-4987 doi: https://doi.org/10.5194/esd-8-1263-2017

2016

Abdelwahab, Sara, Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 and Abraham, Ajith (2016) Neuro-fuzzy risk prediction model for computational grids. In: Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015, Sep 9, 2015 - Sep 11, 2015, Paris - Villejuif, France, pp. 127-136. doi: https://doi.org/10.1007/978-3-319-29504-6_13

Basterrech, Sebastián and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2016) Temporal learning using echo state network for human activity recognition. In: 2016 Third European Network Intelligence Conference (ENIC), 5-7 Sep 2016, Wrocław, Poland, pp. 217-223. doi: https://doi.org/10.1109/ENIC.2016.039

Kuna, Tobias, Caglioti, Emanuelle and Infusino, Maria (2016) Translation invariant realizability problem on the d-dimensional lattice: an explicit construction. Electronic Communications in Probability, 21. 45. ISSN 1083-589X doi: https://doi.org/10.1214/16-ECP4620

Lucarini, Valerio, Faranda, Davide, Freitas, Ana C. G. M. M., Freitas, Jorge M. M. d., Holland, Mark, Kuna, Tobias, Nicol, Matthew, Todd, Mike and Vaienti, Sandro, eds. (2016) Extremes and recurrence in dynamical systems. Pure and applied mathematics: a Wiley series of texts, monographs, and tracts. Wiley, Chichester, pp312. ISBN 9781118632192 doi: https://doi.org/10.1002/9781118632321

Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Abraham, Ajith and Snasel, Vaclav (2016) Ensemble of heterogeneous flexible neural tree for the approximation and feature-selection of Poly (Lactic-co-glycolic Acid) micro-and nanoparticle. In: Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015, Sep 9, 2015 - Sep 11, 2015, Paris - Villejuif, France, pp. 155-165. doi: https://doi.org/10.1007/978-3-319-29504-6_16

Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Abraham, Ajith and Snasel, Vaslav (2016) Metaheuristic tuning of type-II fuzzy inference systems for data mining. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 25-29 Jul 2016, Vancouver, Canada, pp. 610-617. doi: https://doi.org/10.1109/FUZZ-IEEE.2016.7737743

Zjavka, Ladislav, Snásel, Vaclav, Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 and Pedrycz, Witold (2016) A substitution of the general partial differential equation with extended polynomial networks. In: International Joint Conference on Neural Networks (IJCNN), 25-29 Jul 2016, Vancouver, Canada, pp. 4819-4826. doi: https://doi.org/10.1109/IJCNN.2016.7727833

2015

Kondratiev, Yuri G., Kuna, Tobias and Lytvynov, Eugene (2015) A moment problem for random discrete measures. Stochastic Processes and their Applications, 125 (9). pp. 3541-3569. ISSN 0304-4149 doi: https://doi.org/10.1016/j.spa.2015.03.007

2014

Bandyopadhyay, Debiprasad, Dasgupta, Kousik, Mandal, J. K., Dutta, Paramartha, Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 and Snášel, Václav (2014) A framework of secured and bio-inspired image steganography using chaotic encryption with genetic algorithm optimization (CEGAO). In: Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA, 23-25 Jun 2014, Ostrava, Czech Republic, pp. 271-280. doi: https://doi.org/10.1007/978-3-319-08156-4_27

Chatterjee, Tamojit, Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Adhikari, Mainak, Banerjee, Sourav, Biswas, Utpal and Snášel, Václav (2014) Design and implementation of an improved datacenter broker policy to improve the QoS of a cloud. In: Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA, 23-25 Jun 2014, Ostrava, Czech Republic, pp. 281-290. doi: https://doi.org/10.1007/978-3-319-08156-4_28

Infusino, Maria, Kuna, Tobias and Rota, Aldo (2014) The full infinite dimensional moment problem on semi-algebraic sets of generalized functions. Journal of Functional Analysis, 267 (5). pp. 1382-1418. ISSN 0022-1236 doi: https://doi.org/10.1016/j.jfa.2014.06.012

Lucarini, Valerio, Faranda, Davide, Wouters, Jeroen and Kuna, Tobias (2014) Towards a general theory of extremes for observables of chaotic dynamical systems. Journal of Statistical Physics, 154 (3). pp. 723-750. ISSN 0022-4715 doi: https://doi.org/10.1007/s10955-013-0914-6

Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Jackowski, Konrad, Abraham, Aijith and Snásel, Vaclav (2014) Feature selection and ensemble of regression models for predicting the protein macromolecule dissolution profile. In: 2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC 2014), 30 July-1 Aug. 2014, Porto, Portugal, pp. 121-126. doi: https://doi.org/10.1109/NaBIC.2014.6921864

Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192, Jackowski, K., Snášel, V. and Abraham, A. (2014) Dimensionality reduction and prediction of the protein macromolecule dissolution profile. In: The Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA, 23-25 Jun 2014, Ostrava, Czech Republic, pp. 301-310. doi: https://doi.org/10.1007/978-3-319-08156-4_30

Ojha, Varun K. ORCID: https://orcid.org/0000-0002-9256-1192, Abraham, A. and Snasel, V. (2014) Simultaneous optimization of neural network weights and active nodes using metaheuristics. In: 14th International Conference on Hybrid Intelligent Systems, 14-16 Dec 2014, Kuwait, pp. 248-253. doi: https://doi.org/10.1109/HIS.2014.7086207

Ojha, Varun Kumar, Abraham, Ajith and Snášel, Václav (2014) ACO for continuous function optimization: a performance analysis. In: 2014 14th International Conference on Intelligent Systems Design and Applications, 28-30 November 2914, Okinawa, Japan, pp. 145-150.

2013

Kondratiev, Yuriy Grigoryevich, Kuna, Tobias and Ohlerich, Natascha (2013) Spectral gap for Glauber type dynamics for a special class of potentials. Electronic Journal of Probability, 18. 42. ISSN 1083-6489 doi: https://doi.org/10.1214/EJP.v18-2260

2012

Conrad, Florian and Kuna, Tobias (2012) A note on an integration by parts formula for the generators of uniform translations on configuration space. Infinite Dimensional Analysis, Quantum Probability and Related Topics, 15 (4). 1250028. ISSN 0219-0257 doi: https://doi.org/10.1142/S0219025712500282

Da Silva, José Luís and Kuna, Tobias (2012) Decay to equilibrium for jump processes with heavy tails. International Journal of Modern Physics: Conference Series, 17. pp. 130-139. ISSN 2010-1945 doi: https://doi.org/10.1142/S2010194512008021

Lucarini, Valerio, Kuna, Tobias, Wouters, Jeroen and Faranda, Davide (2012) Relevance of sampling schemes in light of Ruelle's linear response theory. Nonlinearity, 25 (5). p. 1311. ISSN 1361-6544 doi: https://doi.org/10.1088/0951-7715/25/5/1311

2011

Kuna, Tobias, Lebowitz, J and Speer, E (2011) Necessary and sufficient conditions for realizability of point processes. Annals of Applied Probability, 21 (4). pp. 1253-1281. ISSN 1050-5164 doi: https://doi.org/10.1214/10-AAP703

2008

Kondratiev, Yu. G., Kuna, T. and Ohlerich, N. (2008) Selection-mutation balance models with epistatic selection. Condensed Matter Physics, 11 (2). pp. 283-291. ISSN 1607-324X

Kondratiev, Yuriy Grigoryevich, Kuna, Tobias and Oliveira, M.J. (2008) Extension of explicit formulas in Poissonian white noise analysis using harmonic analysis on configuration spaces. Condensed Matter Physics, 11 (2). pp. 237-246. ISSN 1607-324X

2007

Kuna, T. and Streit, L. (2007) The representation of conditional expectations of non-Gaussian noise. Communications on Stochastic Analysis, 1 (1). pp. 49-56. ISSN ISSN 0973-9599

Kuna, T., Lebowitz, J.L. and Speer, E.R. (2007) Realizability of Point Processes. Journal of Statistical Physics, 129 (3). pp. 417-439. ISSN 0022-4715 doi: https://doi.org/10.1007/s10955-007-9393-y