Search results
- 1.0585931 - ÚOCHB 2025 RIV AT eng C - Conference Paper (international conference)
Kirjner, A. - Yim, J. - Samusevich, Raman - Bracha, S. - Jaakkola, T. - Barzilay, R. - Fiete, I.
Improving protein optimization with smoothed fitness landscapes.
ICLR 2024. The Twelfth International Conference on Learning Representations. Vienna: ICLR, 2024.
[ICLR 2024. International Conference on Learning Representations /12./. Vienna (AT), 07.05.2024-11.05.2024]
Research Infrastructure: e-INFRA CZ II - 90254
Institutional support: RVO:61388963
Keywords : protein design * discrete optimization * protein engineering * Markov chain Monte Carlo * graph signal processing
OECD category: Other biological topics
https://openreview.net/forum?id=rxlF2Zv8x0
Permanent Link: https://hdl.handle.net/11104/0353566File Download Size Commentary Version Access 0585931.pdf 0 1.5 MB Publisher’s postprint open-access - 2.0571878 - ÚGN 2024 RIV CZ eng C - Conference Paper (international conference)
Bérešová, Simona
Numerical realization of the Bayesian inversion accelerated using surrogate models.
Programs and Algorithms of Numerical Mathematics 21 : Proceedings of Seminar. Praha: Institute of Mathematics CAS Prague, 2023 - (Chleboun, J.; Kůs, P.; Papež, J.; Rozložník, M.; Segeth, K.; Šístek, J.), s. 25-36. ISBN 978-80-85823-73-8.
[Programs and Algorithms of Numerical Mathematics /21./. Jablonec nad Nisou (CZ), 19.06.2022-24.06.2022]
R&D Projects: GA TA ČR(CZ) TK02010118
Institutional support: RVO:68145535
Keywords : Bayesian inversion * delayed-acceptance Metropolis-Hastings * Markov chain Monte Carlo * surrogate model
OECD category: Applied mathematics
https://dml.cz/bitstream/handle/10338.dmlcz/703185/PANM_21-2022-1_6.pdf
Permanent Link: https://hdl.handle.net/11104/0342777File Download Size Commentary Version Access UGN_0571878.pdf 2 804.1 KB Other require - 3.0565076 - ÚGN 2023 CZ eng D - Thesis
Bérešová, Simona
Bayesian approach to the identification of parameters of differential equations.
Ústav geoniky AV ČR, v. v. i. Defended: Fakulta elektrotechniky a informatiky, VŠB-TUO. 09.06.2022. - Ostrava: VŠB - Technická univerzita Ostrava, 2022. 122 s.
Institutional support: RVO:68145535
Keywords : Bayesian inversion * deflated conjugate gradients * delayed-acceptance Metropolis-Hastings * Markov chain Monte Carlo * material parameter identification * surrogate model
OECD category: Statistics and probability
Permanent Link: https://hdl.handle.net/11104/0336621File Download Size Commentary Version Access UGN_0565076.pdf 2 7.8 MB Other open-access - 4.0556601 - ÚGN 2023 RIV CZ cze L4 - Software
Bérešová, Simona
SurrDAMH 1.0.
[SurrDAMH 1.0.]
Internal code: SurrDAMH 1.0 ; 2022
Technical parameters: Knihovna surrDAMH verze 1.0 slouží pro numerickou realizaci Bayesovské inverze pomocí metod Markov chain Monte Carlo.
Economic parameters: Knihovna surrDAMH verze 1.0
R&D Projects: GA TA ČR(CZ) TK02010118
EU Projects: European Commission(XE) 847593 - EURAD
Institutional support: RVO:68145535
Keywords : Bayesian inversion * Markov chain Monte Carlo * surrogate model
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://github.com/dom0015/surrDAMH/releases/tag/v1.0
Permanent Link: http://hdl.handle.net/11104/0330778 - 5.0542780 - ÚVGZ 2022 RIV DE eng J - Journal Article
Dabhi, H. - Rotach, M. W. - Dubrovský, Martin - Oberguggenberger, M.
Evaluation of a stochastic weather generator in simulating univariate and multivariate climate extremes in different climate zones across Europe.
Meteorologische Zeitschrift. Roč. 30, č. 2 (2021), s. 127-151. ISSN 0941-2948. E-ISSN 1610-1227
Research Infrastructure: CzeCOS III - 90123
Institutional support: RVO:86652079
Keywords : low-frequency variability * daily precipitation * interannual variability * model * temperature * mortality * impact * order * tolerance * events * statistical downscaling * compound events * wgen * Markov chain * fire weather index * wet/dry spells
OECD category: Meteorology and atmospheric sciences
Impact factor: 2.368, year: 2021
Method of publishing: Open access
https://www.schweizerbart.de/papers/metz/detail/30/96064/Evaluation_of_a_stochastic_weather_generator_in_si?af=crossref
Permanent Link: http://hdl.handle.net/11104/0320123 - 6.0539657 - ÚFA 2022 RIV DE eng J - Journal Article
Dabhi, H. - Rotach, M. W. - Dubrovský, Martin - Oberguggenberger, M.
Evaluation of a stochastic weather generator in simulating univariate and multivariate climate extremes in different climate zones across Europe.
Meteorologische Zeitschrift. Roč. 30, č. 2 (2021), s. 127-151. ISSN 0941-2948. E-ISSN 1610-1227
Institutional support: RVO:68378289
Keywords : statistical downscaling * compound events * WGEN * Markov chain * fire weather index * wet/dry spells
OECD category: Meteorology and atmospheric sciences
Impact factor: 2.368, year: 2021
Method of publishing: Open access
http://oadoi.org/10.1127/metz/2020/1021
Permanent Link: http://hdl.handle.net/11104/0317540File Download Size Commentary Version Access 0539657_MetZeit_Dubrovský_2021.pdf 0 2 MB Publisher’s postprint open-access - 7.0505335 - ÚTIA 2020 RIV CZ eng D - Thesis
Papež, Milan
Monte Carlo-Based Identification Strategies for State-Space Models.
Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií. Defended: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií. 16.5.2019. - Brno: Vysoké učení technické v Brně, 2019. 224 s.
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : sequential Monte Carlo * particle Markov chain Monte Carlo * nonlinear and non-Gaussian state-space models * transfer learning
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2019/AS/papez-0505335.pdf
Permanent Link: http://hdl.handle.net/11104/0296952 - 8.0496577 - ÚTIA 2019 RIV GB eng J - Journal Article
Peržina, V. - Swart, Jan M.
How much market making does a market need?
Journal of Applied Probability. Roč. 55, č. 3 (2018), s. 667-681. ISSN 0021-9002. E-ISSN 1475-6072
R&D Projects: GA ČR(CZ) GA15-08819S
Institutional support: RVO:67985556
Keywords : continuous double auction * limit order book * Stigler-Luckock model * rank-based Markov chain
OECD category: Pure mathematics
Impact factor: 0.610, year: 2018
http://library.utia.cas.cz/separaty/2018/SI/swart-0496577.pdf
Permanent Link: http://hdl.handle.net/11104/0289345 - 9.0490719 - ÚTIA 2019 RIV US eng J - Journal Article
Swart, Jan M.
Rigorous results for the Stigler-Luckock model for the evolution of an order book.
Annals of Applied Probability. Roč. 28, č. 3 (2018), s. 1491-1535. ISSN 1050-5164
R&D Projects: GA ČR(CZ) GA16-15238S; GA ČR GAP201/12/2613
Institutional support: RVO:67985556
Keywords : Continuous double auction * order book * rank-based Markov chain * self-organized criticality * Stigler-Luckock model * market microstructure
OECD category: Pure mathematics
Impact factor: 1.703, year: 2018
http://library.utia.cas.cz/separaty/2018/SI/swart-0490719.pdf
Permanent Link: http://hdl.handle.net/11104/0285272 - 10.0447119 - ÚTIA 2016 RIV US eng J - Journal Article
Kárný, Miroslav
Recursive estimation of high-order Markov chains: Approximation by finite mixtures.
Information Sciences. Roč. 326, č. 1 (2016), s. 188-201. ISSN 0020-0255. E-ISSN 1872-6291
R&D Projects: GA ČR GA13-13502S
Institutional support: RVO:67985556
Keywords : Markov chain * Approximate parameter estimation * Bayesian recursive estimation * Adaptive systems * Kullback–Leibler divergence * Forgetting
Subject RIV: BC - Control Systems Theory
Impact factor: 4.832, year: 2016
http://library.utia.cas.cz/separaty/2015/AS/karny-0447119.pdf
Permanent Link: http://hdl.handle.net/11104/0249079