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  3. FAInman: a hep-ph virtual lab FAInman: a hep-ph virtual lab

FAInman: a hep-ph virtual lab

Without an established benchmark, assessing the quality of synthetic financial data in quantitative trading is challenging. This project develops specific metrics and a benchmark to objectively evaluate and compare fidelity, and utility of synthetic data.

Brief information

School:

Computer Science and Information Technology

Status:

Completed

Period:

01.04.2026 - 31.12.2027

Overview

There is no established benchmark for evaluating the quality of synthetic financial data in quantitative trading, making it difficult to assess its reliability and effectiveness. This project aims to develop quality metrics tailored to quantitative trading and establish a comprehensive benchmark. By assessing fidelity, diversity, and utility, we will create a robust framework for objectively evaluating and comparing synthetic data generation methods.

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Facts

Type of project

Forschung

Internal organisations involved
  • Computer Science and Information Technology
Funding
  • SNF - HSLU als Hauptgesuchsteller/in
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Persons involved: internal

Project manager
  • Simone Lionetti
Member of project team
  • Seraina Glaus
  • Fabian Gröger

Brief information

School:

Computer Science and Information Technology

Status:

Ongoing

Period:

04/01/2026 - 12/31/2027

Project Head

Simone Lionetti

Lecturer

+41 41 757 68 76

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