Lubbers, Nicholas

5 publications

NeurIPS 2025 Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling Javier E. Santos, Agnese Marcato, Roman Colman, Nicholas Lubbers, Yen Ting Lin

ICLR 2025 Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout Bharat Srikishan, Daniel O'Malley, Mohamed Mehana, Nicholas Lubbers, Nikhil Muralidhar

ICML 2023 Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces Javier E. Santos, Zachary R. Fox, Nicholas Lubbers, Yen Ting Lin

NeurIPSW 2022 Knowledge-Guided Transfer Learning for Modeling Subsurface Phenomena Under Data Paucity Nikhil Muralidhar, Nicholas Lubbers, Mohamed Mehana, Naren Ramakrishnan, Anuj Karpatne

ICLRW 2020 Embedding Hard Physical Constraints in Convolutional Neural Networks for 3D Turbulence Arvind T. Mohan, Nicholas Lubbers, Daniel Livescu, Michael Chertkov