| Inpainting transformer for anomaly detection J Pirnay, K Chai International Conference on Image Analysis and Processing, 394-406, 2022 | 219 | 2022 |
| Quantum algorithms for process parallel flexible job shop scheduling B Denkena, F Schinkel, J Pirnay, S Wilmsmeier CIRP Journal of Manufacturing Science and Technology 33, 100-114, 2021 | 57 | 2021 |
| Superior protein thermophilicity prediction with protein language model embeddings F Haselbeck, M John, Y Zhang, J Pirnay, JP Fuenzalida-Werner, ... NAR Genomics and Bioinformatics 5 (4), lqad087, 2023 | 13 | 2023 |
| Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but Improvement J Pirnay, DG Grimm Transactions on Machine Learning Research (TMLR), 2024 | 8 | 2024 |
| Deep reinforcement learning enables conceptual design of processes for separating azeotropic mixtures without prior knowledge Q Göttl, J Pirnay, J Burger, DG Grimm Computers & Chemical Engineering 194, 108975, 2025 | 6* | 2025 |
| Policy-Based Self-Competition for Planning Problems J Pirnay, Q Göttl, J Burger, DG Grimm International Conference on Learning Representations (ICLR), 2023 | 4 | 2023 |
| Convex Envelope Method for determining liquid multi-phase equilibria in systems with arbitrary number of components Q Göttl, J Pirnay, DG Grimm, J Burger Computers & Chemical Engineering 177, 108321, 2023 | 3 | 2023 |
| GraphXForm: Graph transformer for computer-aided molecular design with application to extraction J Pirnay, JG Rittig, AB Wolf, M Grohe, J Burger, A Mitsos, DG Grimm arXiv preprint arXiv:2411.01667, 2024 | 1 | 2024 |
| Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization J Pirnay, DG Grimm European Conference on Artificial Intelligence (ECAI), 2024 | 1 | 2024 |
| Method and apparatus for analyzing a product, training method, system, computer program, and computer-readable storage medium F Rothmund, S Agarwal, L Casas, K Chai, M Bößl, S Mahajan, J Pirnay, ... US Patent App. 17/868,044, 2023 | | 2023 |
