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10 736 (0,084s)

Project

Machine learning-based surrogate modeling for conjugate heat transfer enhancement with complex surface geometry (GA25-16935S)

The project aims at machine learning-based surrogate modeling for conjugate surrogate models for heat transfer enhancement by means of complex surface topology for investigations of such structures, CFD models<...

Thermodynamics

  • 2025 - 2027
  • 8 715 tis. Kč
  • 8 715 tis. Kč
  • GA ČR
Project

Parameter Identification of Cement-based Composites using Surrogate Model and Bayesian Inference (8JCH1074)

The proposed project is focused on advanced stochastic analysis of concrete structures. Nowadays, non-linear finite element method, which is highly computationally demanding, is used more frequently, therefore surrogate model (e.g. ...

Civil engineering

  • 2019 - 2021
  • 145 tis. Kč
  • 145 tis. Kč
  • MŠMT
Project

Population modelling of wanted and unwanted clinical outcomes and surrogate parameters (1P04OCB15.10)

Population pharmacodynamic/pharmacokinetic modelling in clinical pharmacology of antiepileptic and antipsoriatic drugs....

FP - Ostatní lékařské obory

  • 2004 - 2004
  • 687 tis. Kč
  • 687 tis. Kč
  • MŠMT
Project

Shortening of generation time using surrogate reproduction and in vitro sperm maturation in fish (GC22-31141J)

regulations. Surrogate reproduction was recognized as an efficient research tool but can be achieved using a faster surrogate parent. Similarly, maturation of gametes in vitro can have a huge effect on the maturation speed, however...

Reproductive biology (medical aspects to be 3)

  • 2022 - 2024
  • 6 856 tis. Kč
  • 6 769 tis. Kč
  • GA ČR
Project

Investigation on the formation possibility of PCDD/F by synthetic reactions from their surrogates. (GA104/07/1212)

is focused on the formation possibility of PCDD/F from their surrogates. As the major proposed surrogates are chlorinated phenols and benzenes. The research is also oriented from corresponding surrogates. Attention is paid...

CI - Průmyslová chemie a chemické inženýrství

  • 2007 - 2009
  • 1 800 tis. Kč
  • 1 800 tis. Kč
  • GA ČR
Project

Surrogacy in the CR legal, psychosocial and ethical analysis (GA17-07753S)

Surrogate motherhood is performed but not regulated in the Czech Republic. Since 2009, its statutory regulation has been considered, the latest wave and health characteristics of the applicants and surrogate mothers, a way of findin...

AG - Právní vědy

  • 2017 - 2019
  • 2 368 tis. Kč
  • 1 707 tis. Kč
  • GA ČR
Project

Hardware-Aware Machine Learning From Automated Design to Innovative and Explainable Solutions (GA24-10990S)

algorithms employ suitable surrogate models for estimating the accuracy, hardware parameters, and other desired properties. In addition to developing suitable surrogate models, we will create a new method based on...

Computer hardware and architecture

  • 2024 - 2026
  • 9 789 tis. Kč
  • 8 253 tis. Kč
  • GA ČR
Project

Advanced system for monitoring, diagnosis and reliability assessment of large-scale concrete infrastructures (TF06000016)

, surrogate modelling based on polynomial chaos expansion, dynamic damage identification, reliability and degradation modelling. and as a consulting service. System will be based on computational nonlinear modelling

Applied mechanics

  • 2019 - 2021
  • 14 420 tis. Kč
  • 10 670 tis. Kč
  • TA ČR
Project

Machine Learning for Multiscale Modelling of Spatial Variability and Fracture for Sustainable Concrete Structures (GA24-10892S)

computational demands associated with mesoscale models prohibit their use in analyses of large structures. Further, significant uncertainties in cracking modelling affected. Therefore, the project will develop multiscale modell...

Civil engineering

  • 2024 - 2026
  • 10 149 tis. Kč
  • 9 312 tis. Kč
  • GA ČR
Project

Multi-fidelity modelling of shear concrete strength based on experiments, simulation and probabilistic approaches (MMOSS) (GF25-14337L)

computational mechanics and surrogate modelling. Reliability approaches combined with soft computing techniques will be enhanced using nonlinear fracture models. SensitivityThe project is focused on the multi-fidelity ...

Civil engineering

  • 2025 - 2027
  • 6 141 tis. Kč
  • 6 141 tis. Kč
  • GA ČR
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