| Higgs, Ieuan, Bannister, Ross, Skákala, Jozef, Carrassi, Alberto, Ciavatta, Stefano, (2025) Hybrid machine learning data assimilation for marine biogeochemistry. Biogeosciences, (In Press) |
| Rodriguez Dominguez, Alejandro, Shahzad, Muhammad, Hong, Xia, (2025) Multi-hypothesis prediction for portfolio optimization: a structured ensemble learning approach to risk diversification. Expert Systems with Applications, 292 doi: https://dx.doi.org/10.1016/j.eswa.2025.128633 |
| Waseem, Faraz, Shahzad, Muhammad, (2025) Video is worth a thousand images: exploring the latest trends in long video generation. ACM Computing Surveys, (In Press) |
| Guedes, Alan, (2025) Artificial intelligence applications in TV industry workflow. Proceedings of the Brazilian Symposium on Multimedia and the Web (WebMedia’2025), (In Press) |
| Obukhov, Anton, Poggi, Matteo, Tosi, Fabio, Arora, Ripudaman Singh, Spencer, Jaime, Russell, Chris, Hadfield, Simon, Bowden, Richard, Wang, Shuaihang, Ma, Zhenxin, Chen, Weijie, Xu, Baobei, Sun, Fengyu, Xie, Di, Zhu, Jiang, Lavreniuk, Mykola, Guan, Haining, Wu, Qun, Zeng, Yupei, Lu, Chao, Wang, Huanran, Zhou, Guangyuan, Zhang, Haotian, Wang, Jianxiong, Rao, Qiang, Wang, Chunjie, Liu, Xiao, Lou, Zhiqiang, Jiang, Hualie, Chen, Yihao, Xu, Rui, Tan, Minglang, Qin, Zihan, Mao, Yifan, Liu, Jiayang, Xu, Jialei, Yang, Yifan, Zhao, Wenbo, Jiang, Junjun, Liu, Xianming, Zhao, Mingshuai, Ming, Anlong, Chen, Wu, Xue, Feng, Yu, Mengying, Gao, Shida, Wang, Xiangfeng, Omotara, Gbenga, Farag, Ramy, Demby’s, Jacket, Tousi, Seyed Mohamad Ali, DeSouza, Guilherme N., Yang, Tuan-Anh, Nguyen, Minh-Quang, Tran, Thien-Phuc, Luginov, Albert, Shahzad, Muhammad, (2025) The fourth monocular depth estimation challenge. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 13-15 Jun 2025, Nashville, USA. doi: https://dx.doi.org/10.1109/CVPRW67362.2025.00615 |
| Luginov, Albert, Shahzad, Muhammad, (2025) NimbleD: enhancing self-supervised monocular depth estimation with pseudo-labels and large-scale video pre-training. Springer, Cham. (15624). pp. 235-251. In: European Conference on Computer Vision (ECCV) Workshop, 29 September 2024, Milan, Italy. ISBN 9783031923869. doi: https://dx.doi.org/10.1007/978-3-031-92387-6_18 |
| Khurshid, Atif, Khan, Bostan, Shahzad, Muhammad, Fraz, Muhammad Moazam, (2025) TVFace: towards large-scale unsupervised face recognition in video streams. Pattern Analysis and Applications, 28 doi: https://dx.doi.org/10.1007/s10044-025-01464-3 |
| Dominguez, Alejandro Rodriguez, Shahzad, Muhammad, Hong, Xia, (2025) Structured radial basis function network: modelling diversity for multiple hypotheses prediction. pp. 88-101. In: AI-2024 Forty-fourth SGAI International Conference on Artificial Intelligence, 17-19 December 2024, Cambridge, England. doi: https://dx.doi.org/10.1007/978-3-031-77915-2_7 |
| Spencer, Jaime, Tosi, Fabio, Poggi, Matteo, Singh Arora, Ripudaman, Russell, Chris, Hadfield, Simon, Bowden, Richard, Zhou, Guang Yuan, Li, ZhengXin, Rao, Qiang, Bao, YiPing, Liu, Xiao, Kim, Dohyeong, Kim, Jinseong, Kim, Myunghyun, Lavreniuk, Mykola, Li, Rui, Mao, Qing, Wu, Jiang, Zhu, Yu, Sun, Jinqui, Zhang, Yanning, Patni, Suraj, Agarwal, Aradhye, Arora, Chetan, Sun, Pihai, Jiang, Kui, Wu, Gang, Liu, Jian, Liu, Xianming, Jiang, Junjun, Zhang, Xidan, Wei, Jianing, Wang, Fangjun, Tan, Zhiming, Wang, Jiabao, Luginov, Albert, Shahzad, Muhammad, Hosseini, Seyed, Trajcevski, Aleksander, Elder, James H., (2024) The third monocular depth estimation challenge. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 17-18 Jun 2024, Seatle, USA. doi: https://dx.doi.org/10.1109/CVPRW63382.2024.00005 |
| Makarova, Aleksandra, Shahzad, Muhammad, Hong, Xia, Lester, Martin, (2024) Learning a strategy for preference elicitation in conversational recommender systems. In: International Joint Conference on Neural Networks (IJCNN), 30 Jun - 5 Jul 2024, Yokohama, Japan. doi: https://dx.doi.org/10.1109/ijcnn60899.2024.10650365 |
| Zhao, Liling, Chen, Junyu, Shahzad, Muhammad, Xia, Min, Lin, Haifeng, (2024) MFPANet: multi-scale feature perception and aggregation network for high-resolution snow depth estimation. Remote Sensing, 16 (12). doi: https://dx.doi.org/10.3390/rs16122087 |
| Chakraborty, Nachiketa, Turner, Harriet, Owens, Mathew, Lang, Matthew, (2023) Causal analysis of influence of the solar cycle and latitudinal solar-wind structure on co-rotation forecasts. Solar Physics, 298 doi: https://dx.doi.org/10.1007/s11207-023-02232-4 |
| Ihmeida, Mohamed, Shahzad, Muhammad, (2023) Deep despeckling of SAR images to improve change detection performance. pp. 115-126. In: Artificial Intelligence XL: 43rd SGAI International Conference on Artificial Intelligence, AI 2023, 12–14 Dec 2023, Cambridge, UK. (Braumer, M. and Stahl, F. (eds). ISBN: 9783031479939.) doi: https://dx.doi.org/10.1007/978-3-031-47994-6_9 |
| Ihmeida, Mohamed, Shahzad, Muhammad, (2023) Enhanced change detection performance based on deep despeckling of synthetic aperture radar images. IEEE Access, pp. 1-1. doi: https://dx.doi.org/10.1109/access.2023.3307208 |
| Pope, K. N., Holloway, C. E., Jones, T. R., Stein, T. H. M., (2023) Radiation, clouds, and self-aggregation in RCEMIP simulations. Journal of Advances in Modeling Earth Systems, 15 (2). doi: https://dx.doi.org/10.1029/2022MS003317 |
| Owens, Mathew J., Chakraborty, Nachiketa, Turner, Harriet, Lang, Matthew, Riley, Pete, Lockwood, Mike, Barnard, Luke A., Chi, Yutian, (2022) Rate of change of large-scale solar-wind structure. Solar Physics, 297 (7). doi: https://dx.doi.org/10.1007/s11207-022-02006-4 |
| Chakraborty, Nachiketa, Van Leeuwen, Peter Jan, (2022) Using mutual information to measure time lags from nonlinear processes in astronomy. Physical Review Research, 4 (1). doi: https://dx.doi.org/10.1103/PhysRevResearch.4.013036 |
| Tang, Shuaiqi, Xie, Shaocheng, Guo, Zhun, Hong, Song-You, Khouider, Boualem, Klocke, Daniel, Kohler, Martin, Koo, Myung-Seo, Krishna, Phani Murali, Larson, Vincent E., Park, Sungsu, Vaillancourt, Paul A., Wang, Yi-Chi, Yang, Jing, Daleu, Chimene L., Homeyer, Cameron R., Jones, Todd R., Malap, Neelam, Neggers, Roel, Prabhakaran, Thara, Ramirez, Enver, Schumacher, Courtney, Tao, Cheng, Bechtold, Peter, Ma, Hsi-Yen, Neelin, J. David, Zeng, Xubin, (2022) Long-term single-column model intercomparison of diurnal cycle of precipitation over midlatitude and tropical land. Quarterly Journal of the Royal Meteorological Society, 148 (743). pp. 641-669. doi: https://dx.doi.org/10.1002/qj.4222 |
| Van Leeuwen, Peter Jan, DeCaria, Michael, Chakraborty, Nachiketa, Pulido, Manuel, (2021) A framework for causal discovery in non-intervenable systems. Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (12). doi: https://dx.doi.org/10.1063/5.0054228 |
| Pope, K. N., Holloway, C. E., Jones, T. R., Stein, T. H. M., (2021) Cloud-radiation interactions and their contributions to convective self-aggregation. Journal of Advances in Modeling Earth Systems, 13 (9). doi: https://dx.doi.org/10.1029/2021MS002535 |
| Gu, Jian-Feng, Plant, Robert S., Holloway, Christopher E., Jones, Todd R., (2021) Composited structure of non-precipitating shallow cumulus clouds. Quarterly Journal of the Royal Meteorological Society, 147 (738). pp. 2818-2833. doi: https://dx.doi.org/10.1002/qj.4101 |
| Chakraborty, Nachiketa, (2020) Exploring finite-sized scale invariance in stochastic variability with toy models: the Ornstein–Uhlenbeck Model. Symmetry, 12 (11). doi: https://dx.doi.org/10.3390/sym12111927 |
| Chakraborty, Nachiketa, (2020) Investigating multiwavelength lognormality with simulations— case of Mrk 421. Galaxies, 8 (1). doi: https://dx.doi.org/10.3390/galaxies8010007 |
| Gu, Jian-Feng, Plant, Robert Stephen, Holloway, Christopher E., Jones, Todd R., Stirling, Alison, Clark, Peter A., Woolnough, Steven J., Webb, Thomas L., (2020) Evaluation of the bulk mass flux formulation using large eddy simulations. Journal of the Atmospheric Sciences, 77 (6). pp. 2115-2137. doi: https://dx.doi.org/10.1175/JAS-D-19-0224.1 |
| Wing, Allison A., Stauffer, Catherine L., Becker, Tobias, Reed, Kevin A., Ahn, Min-Seop, Arnold, Nathan P., Bony, Sandrine, Branson, Mark, Bryan, George H., Chaboureau, Jean-Pierre, de Roode, Stephan R., Gayatri, Kulkarni, Hohenegger, Cathy, Hu, I-Kuan, Jansson, Fredrik, Jones, Todd R., Khairoutdinov, Marat, Kim, Daehyun, Martin, Zane K., Matsugishi, Shuhei, Medeiros, Brian, Miura, Hiroaki, Moon, Yumin, Mülller, Sebastian K., Ohno, Tomoki, Popp, Max, Prabhakaran, Thara, Randall, David, Rios-Berrios, Rosimar, Rochetin, Nicolas, Roehrig, Romain, Romps, David M., Ruppert, Jr., James H., Satoh, Masaki, Silvers, Levi G., Singh, Martin S., Stevens, Bjorn, Tomassini, Lorenzo, van Heerwaarden, Chiel C., Wang, Shuguang, Zhao, Ming, (2020) Clouds and convective self-aggregation in a multi-model ensemble of radiative-convective equilibrium simulations. Journal of Advances in Modeling Earth Systems, 12 (9). doi: https://dx.doi.org/10.1029/2020MS002138 |
| Jones, Todd R., Randall, David A., Branson, Mark D., (2019) Multiple‐instance superparameterization, part 2: the effects of stochastic convection on the simulated climate. Journal of Advances in Modeling Earth Systems, 11 (11). pp. 3521-3544. doi: https://dx.doi.org/10.1029/2019MS001611 |
| Jones, Todd R., Randall, David A., Branson, Mark D., (2019) Multiple‐instance superparameterization, part 1: concept, and predictability of precipitation. Journal of Advances in Modeling Earth Systems, 11 (11). pp. 3497-3520. doi: https://dx.doi.org/10.1029/2019MS001610 |
| Morris, Paul J, Chakraborty, Nachiketa, Cotter, Garret, (2019) Deviations from normal distributions in artificial and real time series: a false positive prescription. Monthly Notices of the Royal Astronomical Society, 489 (2). pp. 2117-2129. doi: https://dx.doi.org/10.1093/mnras/stz2259 |
