Jonathan Pirnay

15 papers A* 1A 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Amortized Molecular Optimization via Group Relative Policy Optimization.
CoRR
Muhammad bin Javaid, Hasham Hussain, Ashima Khanna, Berke Kisin, Jonathan Pirnay, Alexander Mitsos, Dominik G. Grimm, Martin Grohe
2026 J jnl
Sample Efficient Generative Molecular Optimization with Joint Self-Improvement.
CoRR
Serra Korkmaz, Adam Izdebski, Jonathan Pirnay, Rasmus Møller-Larsen, Michal Kmicikiewicz, Pankhil Gawade, Dominik G. Grimm, Ewa Szczurek
2025 J jnl
Deep reinforcement learning enables conceptual design of processes for separating azeotropic mixtures without prior knowledge.
Comput. Chem. Eng.
Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm
2025 — —
Self-Reflective Deep Learning for Sequential Decision Problems.
Jonathan Pirnay
2024 J jnl
GraphXForm: Graph transformer for computer-aided molecular design with application to extraction.
CoRR
Jonathan Pirnay, Jan G. Rittig, Alexander B. Wolf, Martin Grohe, Jakob Burger, Alexander Mitsos, Dominik G. Grimm
2024 J jnl
Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement.
Trans. Mach. Learn. Res.
Jonathan Pirnay, Dominik G. Grimm
2024 J jnl
Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but Improvement.
CoRR
Jonathan Pirnay, Dominik G. Grimm
2024 A conf
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization.
ECAI
Jonathan Pirnay, Dominik G. Grimm
2024 J jnl
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization.
CoRR
Jonathan Pirnay, Dominik G. Grimm
2023 J jnl
Convex Envelope Method for determining liquid multi-phase equilibria in systems with arbitrary number of components.
Comput. Chem. Eng.
Quirin Göttl, Jonathan Pirnay, Dominik G. Grimm, Jakob Burger
2023 J jnl
Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge.
CoRR
Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm
2023 A* conf
Policy-Based Self-Competition for Planning Problems.
ICLR
Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm
2023 J jnl
Policy-Based Self-Competition for Planning Problems.
CoRR
Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm
2022 — conf
Inpainting Transformer for Anomaly Detection.
ICIAP (2)
Jonathan Pirnay, Keng Chai
2021 J jnl
Inpainting Transformer for Anomaly Detection.
CoRR
Jonathan Pirnay, Keng Chai