activity
20232026
most citedOn the Use of Large Language Models to Generate Capability Ontologies

12 citations · 18 across the 6 of their papers we have counts for

collaborators

6 papers

cs.AI2026

From Capability Models to Automated Planning: An AAS-Native Approach for Automatic PDDL Generation

Hamied Nabizada, Thomas Wirt, Luis Miguel Vieira da Silva +2

Engineers designing production systems need to verify that a given layout supports all required production sequences. Automated planning techniques can answer such questions, but f…

cs.AI2026

An LLM-Based Assistance System for Intuitive and Flexible Capability-Based Planning

Luis Miguel Vieira da Silva, Nicolas König, Felix Gehlhoff

In modern industry, dynamic environments and the complexity of modular and reconfigurable resources require automated planning of process sequences. Capability-based planning appro…

cs.RO2024

Prävention und Beseitigung von Fehlerursachen im Kontext von unbemannten Fahrzeugen

Aron Schnakenbeck, Christoph Sieber, Luis Miguel Vieira da Silva +2

Mobile robots, becoming increasingly autonomous, are capable of operating in diverse and unknown environments. This flexibility allows them to fulfill goals independently and adapt…

cs.AI2024★ 6 cited

Toward a Method to Generate Capability Ontologies from Natural Language Descriptions

Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff +1

To achieve a flexible and adaptable system, capability ontologies are increasingly leveraged to describe functions in a machine-interpretable way. However, modeling such complex on…

cs.AI2024★ 12 cited

On the Use of Large Language Models to Generate Capability Ontologies

Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff +1

Capability ontologies are increasingly used to model functionalities of systems or machines. The creation of such ontological models with all properties and constraints of capabili…

cs.AI2023

Automated Process Planning Based on a Semantic Capability Model and SMT

Aljosha Köcher, Luis Miguel Vieira da Silva, Alexander Fay

In research of manufacturing systems and autonomous robots, the term capability is used for a machine-interpretable specification of a system function. Approaches in this research…