| PINT: a modern software package for pulsar timing J Luo, S Ransom, P Demorest, PS Ray, A Archibald, M Kerr, RJ Jennings, ... The Astrophysical Journal 911 (1), 45, 2021 | 219 | 2021 |
| Machine learning active-nematic hydrodynamics J Colen, M Han, R Zhang, SA Redford, LM Lemma, L Morgan, ... Proceedings of the National Academy of Sciences 118 (10), e2016708118, 2021 | 97 | 2021 |
| Elastic and electronic tuning of magnetoresistance in MoTe2 J Yang, J Colen, J Liu, MC Nguyen, G Chern, D Louca Science advances 3 (12), eaao4949, 2017 | 71 | 2017 |
| Machine learning interpretable models of cell mechanics from protein images MS Schmitt, J Colen, S Sala, J Devany, S Seetharaman, A Caillier, ... Cell 187 (2), 481-494. e24, 2024 | 62 | 2024 |
| PINT: High-precision pulsar timing analysis package J Luo, S Ransom, P Demorest, R van Haasteren, P Ray, K Stovall, ... Astrophysics Source Code Library, ascl: 1902.007, 2019 | 43 | 2019 |
| Kelvin–Froude wake patterns of a traveling pressure disturbance J Colen, EB Kolomeisky European Journal of Mechanics-B/Fluids 85, 400-412, 2021 | 22 | 2021 |
| Motor crosslinking augments elasticity in active nematics SA Redford, J Colen, JL Shivers, S Zemsky, M Molaei, C Floyd, ... Soft Matter 20 (11), 2480-2490, 2024 | 14 | 2024 |
| Learning a conserved mechanism for early neuroectoderm morphogenesis MF Lefebvre, J Colen, NH Claussen, F Brauns, MK Raich, N Mitchell, ... bioRxiv, 2023.12. 22.573058, 2023 | 14* | 2023 |
| Interpreting neural operators: How nonlinear waves propagate in nonreciprocal solids J Colen, A Poncet, D Bartolo, V Vitelli Physical Review Letters 133 (10), 107301, 2024 | 11 | 2024 |
| Zyxin is all you need: machine learning adherent cell mechanics MS Schmitt, J Colen, S Sala, J Devany, S Seetharaman, ML Gardel, ... arXiv preprint arXiv:2303.00176, 2023 | 10 | 2023 |
| Sociohydrodynamics: Data-driven modeling of social behavior DS Seara, J Colen, M Fruchart, Y Avni, DG Martin, V Vitelli Proceedings of the National Academy of Sciences 122 (35), e2508692122, 2025 | 9 | 2025 |
| Harnessing the power of gradient-based simulations for multi-objective optimization in particle accelerators K Rajput, M Schram, A Edelen, J Colen, A Kasparian, R Roussel, ... Machine Learning: Science and Technology 6 (2), 025018, 2025 | 8 | 2025 |
| Predicting radiation-induced immune suppression in lung cancer patients treated with stereotactic body radiation therapy J Colen, C Nguyen, SW Liyanage, E Aliotta, J Chen, C Alonso, K Romano, ... Medical Physics, 2024 | 7 | 2024 |
| Negative group velocity and Kelvin-like wake pattern EB Kolomeisky, J Colen, JP Straley Physical Review B 105 (5), 054509, 2022 | 7 | 2022 |
| Evaluation of radiomic feature harmonization techniques for benign and malignant pulmonary nodules C Huchthausen, M Shi, GLA de Sousa, J Colen, E Shelley, J Larner, ... ArXiv, arXiv: 2412.16758 v2, 2025 | 2 | 2025 |
| Explainable physics-based constraints on reinforcement learning for accelerator optimization J Colen, M Schram, K Rajput, A Kasparian Machine Learning: Science and Technology, 2026 | 1* | 2026 |
| Clinical significance of treatment related lymphopenia in lung SBRT and a method to ameliorate them K Wijesooriya, J Colen, T McMullen, S Liyanage, C Alonso, K Romano, ... Radiotherapy and Oncology 133, S406-S407, 2019 | 1 | 2019 |
| Virtual to Physical: Reinforcement Learning to Optimize SNS Particle Accelerator Controls A Kasparian, AP Zhukov, B Cathey, C Elliott, J Colen, K Rajput, M Schram, ... Thomas Jefferson National Accelerator Facility (TJNAF), 2025 | | 2025 |
| Training Set Augmentation and Harmonization Enables Radiomic Models to Detect Early Onset of Lung Cancer C Huchthausen, M Shi, GLA Sousa, J Larner, E Janowski, J Colen, ... Research Square, 2025 | | 2025 |
| Machine Learning Novel Models of Cellular Contractility P Oakes, M Schmitt, J Colen, S Sala, M Gardel, V Vitelli MOLECULAR BIOLOGY OF THE CELL 34 (2), 76-76, 2023 | | 2023 |
Vincenzo VitelliProfessor of Physics, University of ChicagoVerified email at uchicago.edu
