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496 search results
Course title City Start date Workload
Fatigue of Solids and Structures D
October 2025 5
Aalto University
<p>The course starts with an introduction to the fatigue phenomenon and fatigue loading. The theory phase covers the modelling principles, followed by different modelling methods: stress and strain-based approaches and fracture mechanics. The analys

Federated Learning D
February 2026 5
Aalto University
<p>* machine learning basics: data, model, loss, regularization, multi-task learning, semi-supervised learning, transfer learning</p><p>* network basics: graphs and their matrices, community/cluster structure  </p><p>* TV min

Financial Risk Management with Derivatives 1 D
September 2025 3
Aalto University
<p>Financial Risk Management with options and other derivatives: mathematical foundation of option theory, arbitrage; option pricing and hedging, different volatilities; futures, swaps, short selling; interest rate term structure and interest rate d

Financial Risk Management with Derivatives 2 D
January 2026 3
Aalto University
<p>Financial risk management with options and other derivatives: Foreign exchange instruments, fixed-income products, volatility trading; stochastic interest rate models, modeling yield curves, stochastic volatilities; credit risk, XVA.</p>

Finite Element Analysis D
January 2026 5
Aalto University
<p>Vibration, stability, non-linear, and thermo-mechanical analyses of machines and structures by the Finite Element Method.</p>

Finite Element Method D
January 2026 5
Aalto University
<p>The topic of the course is solution of elliptic partial differential equation using finite element method. Both algorithmic and theoretical aspects of the method are covered.</p><p> </p>

Finite Element Methods in Civil Engineering D
February 2026 5
Aalto University
<p><b>Week 1:<br /></b>- Abstract formulation and accuracy of finite element methods<br />- Finite element methods for Timoshenko beams<br /><b>Week 2:<br /></b>- Finite element methods for Kirchhoff p

Fire Dynamics and Simulation D
January 2026 5
Aalto University
<p><b>Week</b></p><p><b>Topic</b></p><p>1</p><p>Introduction to Fire Safety Engineering and Fire-CFD</p> <p>Heat transfer in fires: Convection</p><p>2</p><p

Fire Risk and Evacuation Analysis D
September 2025 5
Aalto University
<p>Week 1 Fire risk analysis and fire statistics<br />Week 2 Quantitative Risk Assessment<br />Week 3 Fire toxicity and life safety, ASET/RSET<br />Week 4 Evacuation simulations<br />Week 5 Performance-based fire safety desig

Fluid Power Dynamics D
February 2026 5
Aalto University
<p>This course is only organized when there is a demand for it, not in a particular period. The contents and the implementations of the course vary. Main theoretical background focuses on:</p><p>- Flow dynamics</p><p>- Pipe d