Jonathan Pirnay

According to our database, Jonathan Pirnay authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Self-Reflective Deep Learning for Sequential Decision Problems.

Jonathan Pirnay

PhD thesis, 2025

Deep reinforcement learning enables conceptual design of processes for separating azeotropic mixtures without prior knowledge.

Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm

Comput. Chem. Eng., 2025

2024

Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement.

Jonathan Pirnay, Dominik G. Grimm

Trans. Mach. Learn. Res., 2024

GraphXForm: Graph transformer for computer-aided molecular design with application to extraction.

Jonathan Pirnay, Jan G. Rittig, Alexander B. Wolf, Martin Grohe, Jakob Burger, Alexander Mitsos, Dominik G. Grimm

CoRR, 2024

Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization.

Jonathan Pirnay, Dominik G. Grimm

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Convex Envelope Method for determining liquid multi-phase equilibria in systems with arbitrary number of components.

Quirin Göttl, Jonathan Pirnay, Dominik G. Grimm, Jakob Burger

Comput. Chem. Eng., September, 2023

Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge.

Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm

CoRR, 2023

Policy-Based Self-Competition for Planning Problems.

Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Inpainting Transformer for Anomaly Detection.

Jonathan Pirnay, Keng Chai

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022