Kristian Klemets

University of Turku

Papers on Lattice

Total citations

Topics

Research focus

Code Generation & Program Synthesis (2)World Models & Planning (1)Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)

Frequent co-authors

Gaadha Sudheerbabu (2)Tanwir Ahmad (2)Dragos Truscan (2)Mikael Manngård (2)Ashir Kulshreshtha (1)

Papers (2)

May 24, 2026

Akademi UniversityMay 24, 2026·also Akademi University Turku, Novia University of Applied Sciences, University of Turku

Multi-Agent Specification-based Metamorphic Testing of FMU-Based Simulations

Automating metamorphic relation generation with LLMs slashes the manual effort needed to test complex simulation models.

Ashir Kulshreshtha, Gaadha Sudheerbabu, Tanwir Ahmad +3

Code Generation & Program Synthesis World Models & Planning

Apr 28, 2026

Akademi University TurkuApr 28, 2026·also Novia University of Applied Sciences, University of Turku

Using Large Language Models for Black-Box Testing of FMU-Based Simulations

Automate test scenario generation for complex simulations with LLMs, turning functional specifications into executable tests and interpretable results.

Gaadha Sudheerbabu, Tanwir Ahmad, Dragos Truscan +2

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Tool Use & Agents

Kristian Klemets

Research focus

Frequent co-authors

Papers (2)

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Kristian Klemets

Research focus

Frequent co-authors

Papers (2)