Publications :

-Linking Soil Structure and Microbial Communities to Predict CO_2 Emissions from Drained Arable Peatlands, Gavers Kwasi Oppong, William Rickard, Ursula Davis, Kamrun Suravi, Noel Clancy, Ali Muhammad, Asima Khan, Corentin Houpert, Xiaoxian Zhang, Ashiq Anjum, Stehen Wright, Pat Heslop-Harrison, Jörg Kaduk, Heiko Baltzer, preprint
-Wienernet : A Physics-Informed Autoencoder for Stochastic CO_2 Flux Modeling and Gap-filling With Wiener Process Dynamics, submitted to IEEE Transactions on Artificial Intelligence, Corentin Houpert, Muhammad Saad Zia, Ashiq Anjum, Noel Clancy,  Jorg Kaduk, Heiko Balzter, link, previous submission
-Physics Encoded Blocks in Residual Neural Network Architectures for Digital Twin Models,  Journal of Machine Learning Research, 2025, Muhammad Saad Zia, Corentin Houpert, Ashiq Anjum, Lu Liu, Anthony Conway, Anasol Peña-Rios, link
-Inverse Problems for Stochastic Neutronics, considering two time gates, Nuclear Science and Engineering, 2025, Josselin Garnier, Corentin Houpert, Philippe Humbert, link
-Inverse Problems for Stochastic Neutronics, PhD thesis, École polytechnique, 2022, Corentin Houpert, link
-Inverse Problems for Stochastic Neutronics, UNCECOMP, 2021, Josselin Garnier, Corentin Houpert, Philippe Humbert, link

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