Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models von Cheng, Sibo, Chen, Jianhua, Anastasiou, Charitos, Angeli, Panagiota, Matar, Omar K., Guo, Yi-Ke, Pain, Christopher C., Arcucci, Rossella

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Verification and validation of a coarse grain model of the DEM in a bubbling fluidized bed von Sakai, Mikio, Abe, Minami, Shigeto, Yusuke, Mizutani, Shin, Takahashi, Hiroyuki, Viré, Axelle, Percival, James R., Xiang, Jiansheng, Pain, Christopher C.

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Enhancing high-fidelity nonlinear solver with reduced order model von Kadeethum, Teeratorn, O’Malley, Daniel, Ballarin, Francesco, Ang, Ida, Fuhg, Jan N., Bouklas, Nikolaos, Silva, Vinicius L. S., Salinas, Pablo, Heaney, Claire E., Pain, Christopher C., Lee, Sanghyun, Viswanathan, Hari S., Yoon, Hongkyu

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Optimised Adjoint Sensitivity Analysis Using Adjoint Guided Mesh Adaptivity Applied to Neutron Detector Response Calculations von Buchan, Andrew G., Cacuci, Dan G., Dargaville, Steven, Pain, Christopher C.

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Numerical Simulation of Free Surface Fluid Flows Through Porous Media by Using the Explicit MPS Method von Sun, Xiaosong, Sun, Maodong, Takabatake, Kazuya, Pain, Christopher C., Sakai, Mikio

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Data-driven reduced order model with temporal convolutional neural network von Wu, Pin, Sun, Junwu, Chang, Xuting, Zhang, Wenjie, Arcucci, Rossella, Guo, Yike, Pain, Christopher C.

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Particle Number Size Distribution in Three Different Microenvironments of London von Kalaiarasan, Gopinath, Kumar, Prashant, Tomson, Mamatha, Zavala-Reyes, Juan C., Porter, Alexandra E., Young, Gloria, Sephton, Mark A., Abubakar-Waziri, Hisham, Pain, Christopher C., Adcock, Ian M., Mumby, Sharon, Dilliway, Claire, Fang, Fangxing, Arcucci, Rossella, Chung, Kian Fan

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Multi-Output Regression with Generative Adversarial Networks (MOR-GANs) von Phillips, Toby R. F., Heaney, Claire E., Benmoufok, Ellyess, Li, Qingyang, Hua, Lily, Porter, Alexandra E., Chung, Kian Fan, Pain, Christopher C.

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Active Air Monitoring for Understanding the Ventilation and Infection Risks of SARS-CoV-2 Transmission in Public Indoor Spaces von Kumar, Prashant, Kalaiarasan, Gopinath, Bhagat, Rajesh K, Mumby, Sharon, Adcock, Ian M, Porter, Alexandra E, Ransome, Emma, Abubakar-Waziri, Hisham, Bhavsar, Pankaj, Shishodia, Swasti, Dilliway, Claire, Fang, Fangxin, Pain, Christopher C, Chung, Kian Fan

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Applying Convolutional Neural Networks to data on unstructured meshes with space-filling curves von Heaney, Claire E., Li, Yuling, Matar, Omar K., Pain, Christopher C.

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Implementing the discontinuous-Galerkin finite element method using graph neural networks with application to diffusion equations von Li, Linfeng, Xiang, Jiansheng, Chen, Boyang, Heaney, Claire E., Dargaville, Steven, Pain, Christopher C.

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Performance of Adaptive Unstructured Mesh Modelling in Idealized Advection Cases over Steep Terrains von Li, Jinxi, Zheng, Jie, Zhu, Jiang, Fang, Fangxin, Pain, Christopher. C., Steppeler, Jürgen, Navon, Ionel M., Xiao, Hang

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An autoencoder‐based reduced‐order model for eigenvalue problems with application to neutron diffusion von Phillips, Toby R. F., Heaney, Claire E., Smith, Paul N., Pain, Christopher C.

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Coarsening and parallelism with reduction multigrids for hyperbolic Boltzmann transport von Dargaville, Steven, Smedley-Stevenson, Richard, Smith, Paul, Pain, Christopher C

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Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic von Quilodrán-Casas, César, Silva, Vinicius L.S., Arcucci, Rossella, Heaney, Claire E., Guo, YiKe, Pain, Christopher C.

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Solving the discretised neutron diffusion equations using neural networks von Phillips, Toby R.F., Heaney, Claire E., Chen, Boyang, Buchan, Andrew G., Pain, Christopher C.

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A goal-based angular adaptivity method for thermal radiation modelling in non grey media von Soucasse, Laurent, Dargaville, Steven, Buchan, Andrew G, Pain, Christopher C

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Numerical study of three-dimensional droplet impact on a flowing liquid film in annular two-phase flow von Xie, Zhihua, Hewitt, Geoffrey F., Pavlidis, Dimitrios, Salinas, Pablo, Pain, Christopher C., Matar, Omar K.

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A discrete element solution method embedded within a Neural Network von Naderi, Sadjad, Chen, Boyang, Yang, Tongan, Xiang, Jiansheng, Heaney, Claire E., Latham, John-Paul, Wang, Yanghua, Pain, Christopher C.

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A control volume finite element method for three‐dimensional three‐phase flows von Xie, Zhihua, Pavlidis, Dimitrios, Salinas, Pablo, Pain, Christopher C., Matar, Omar K.

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