Essays about: "Data-driven modelling"

Showing result 6 - 10 of 37 essays containing the words Data-driven modelling.

  1. 6. Physics-Based Modelling for SEI and Lithium Plating During Calendar and Cycling Ageing

    University essay from KTH/Kemiteknik

    Author : Oskar Nordlander; [2022]
    Keywords : Lithium-ion Battery; Calendar Ageing; Cycling Ageing; Battery Degradation; Physics-Based Modelling; SEI; Lithium Plating; Litium-jonbatterier; Kalenderåldring; Cykling åldrande; Batteriåldrande; Fysikbaserad Modellering; SEI; Litium Plätering;

    Abstract : Målet med projektet var att undersöka samt implementera en fysikbaserad DFN modell för att simulera kalender samt cyklingåldrande av litiumbatterier som används i elbilar. Den fysikbaserade modellen var konstruerad baserad på ett Python biblioteket vid namn PyBaMM, vilket till skillnad från datadrivna modeller ger essentiell information om de kemiska processerna inuti batteriet. READ MORE

  3. 7. Predicting Success in Early-Stage Start-ups using Founding and Executive Team Characteristics

    University essay from KTH/Matematisk statistik

    Author : Ludvig Wärnberg Gerdin; [2022]
    Keywords : statistics; applied mathematics; machine learning; venture capital; Statistik; tillämpad matematik; maskininlärning; riskkapital;

    Abstract : Data-driven methods have been used for investment decision support for more than two decades within the finance sector, however there are great differences in the adoption of data-driven methods in different parts of the financial market. One part of the market that has yet achieved a high level of adoption is the Venture capital (VC) industry. READ MORE

  4. 8. Physics-Based Modelling for SEI and Lithium Plating During Calendar and Cycling Ageing

    University essay from KTH/Kemiteknik

    Author : Oskar Nordlander; [2022]
    Keywords : Lithium-ion Battery; Calendar Ageing; Cycling Ageing; Battery Degradation; Physics-Based Modelling; SEI; Lithium Plating; Litium-jonbatterier; Kalenderåldring; Cykling åldrande; Batteriåldrande; Fysikbaserad Modellering; SEI; Litium Plätering;

    Abstract : Målet med projektet var att undersöka samt implementera en fysikbaserad DFN modell för att simulera kalender samt cyklingåldrande av litiumbatterier som används i elbilar. Den fysikbaserade modellen var konstruerad baserad på ett Python biblioteket vid namn PyBaMM, vilket till skillnad från datadrivna modeller ger essentiell information om de kemiska processerna inuti batteriet. READ MORE

  5. 9. Option Modelling by Deep Learning

    University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistik

    Author : Niclas Klausson; Victor Tisell; [2021-02-10]
    Keywords : Deep learning; deep hedging; generative adversial networks; arbitrage pricing;

    Abstract : In this thesis we aim to provide a fully data driven approach for modelling financial derivatives, exclusively using deep learning. In order for a derivatives model to be plausible, it should adhere to the principle of no-arbitrage which has profound consequences on both pricing and risk management. READ MORE

  6. 10. Application of data-driven models in exploring cyanobacterial bloom risks in Lake Mälaren

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Abigail Huertas Herrera; [2021]
    Keywords : Random Forest; blue-green algae; WHO Alert Level Framework; drinking water supply; cyanobacterial blooms;

    Abstract : Cyanobacteria are a unique organism, a bacterium that develop photosynthesis, thus it contains chlorophyll, a pigment commonly associated to algae. For this reason, cyanobacteria are also known as blue-green algae. One of the secondary metabolites of cyanobacteria is cyanotoxin, a substance which is hepatoxic, neurotoxic, and dermatoxic. READ MORE