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Flexible Clean Propulsion Technologies

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- Theses
2025
Automatic Relevance Detection (ARD) and Hyperparameter Tuning in the Training of Gaussian Process Regression-based Surrogate Models: A Machine Learning Approach
Authors
Keywords
- model training
- Gaussian process regression
- regression.
- surrogate modeling
- hyperparameter optimization
- kernel selection
- log marginal likelihood
- ARD
- machine learning
Publication channel doria
Related to WP1
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- Conference papers
2025
Conference Summary: Flex-CPT 1st Review Meeting, Aalto University, Espoo (4–5 June 2025)
Authors
Keywords
- Fuel storage
- Simulation and modelling
- Thermal management
- SCR
- catalytic
- Flex-CPT
- LES
- control strategies
- RCCI combustion
- hydrogen
- clean propulsion technologies
- alternative fuels
Publication channel
Related to WP1, WP2, WP3, WP4, WP5
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- Theses
2025
Numerical study of methanol wall film formation in an engine intake runner using OpenFOAM
Authors
Keywords
- port fuel injection
- intake runner
- wall film
- vaporisation
- CFD
- engine
- methanol
Publication channel aaltodoc
Related to WP2
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- Theses
2025
Nonlinear combustion control; Nonlinear model predictive controller for reactivity controlled compression ignition
Authors
Keywords
- multifuel
- NMPC
- RCCI
- Combustion
Publication channel aaltodoc
Related to WP1
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- Theses
2025
Renewable Methanol as a Sustainable Fuel for Cruise Shipping: Availability, Cost, and Barriers
Authors
Keywords
- Net-Zero
- Renewable methanol
- Cruise industry
- Carbon pricing
- GHG
Publication channel Doria
Related to WP3
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- Theses
2025
Sequential Bayesian Experimental Design Using Gaussian Processes
Authors
Keywords
- Quantity of Interest (QoI)
- Analytical example
- Transition costs
- Gaussian process regression
Publication channel Doria
Related to WP1
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- Conference presentations
2025
Future propulsion technology made in Finland
Authors
Keywords
- Model-based engine calibration
- Zero-carbon fuels
- Powertrain innovation
- Multi-fuel marine engines
- Hydrogen and ammonia combustion
- Flex-CPT
- Reactivity-Controlled Compression Ignition (RCCI)
- clean propulsion technologies
Publication channel PTNSS
Related to WP1
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- Conference presentations
2025
Characterization and control of ash from diesel engine exhaust
Authors
Keywords
- SustainableTransport
- MarineTechnology
- ConferenceHighlight
- FlexCPT
Publication channel 28th ETH Nanoparticles Conference 2025
Related to WP4
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- Conference presentations
2024
Variable Valve Actuation enabled Reactivity-Controlled Compression Ignition in a Natural-Gas/Diesel Marine Engine
Authors
Keywords
- Emissions Reduction
- Combustion Phasing
- Predictive Simulation
- marine engines
- FlexCPT
Publication channel Conference on Thermo-and Fluid Dynamics of Clean Propulsion Powerplants
Related to WP1
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Flexible Clean Propulsion Technologies

Publications

Category

Search by title, author, publication channel, key words

Automatic Relevance Detection (ARD) and Hyperparameter Tuning in the Training of Gaussian Process Regression-based Surrogate Models: A Machine Learning Approach

Conference Summary: Flex-CPT 1st Review Meeting, Aalto University, Espoo (4–5 June 2025)

Numerical study of methanol wall film formation in an engine intake runner using OpenFOAM

Nonlinear combustion control; Nonlinear model predictive controller for reactivity controlled compression ignition

Renewable Methanol as a Sustainable Fuel for Cruise Shipping: Availability, Cost, and Barriers

Sequential Bayesian Experimental Design Using Gaussian Processes

Future propulsion technology made in Finland

Characterization and control of ash from diesel engine exhaust

Variable Valve Actuation enabled Reactivity-Controlled Compression Ignition in a Natural-Gas/Diesel Marine Engine

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