Text2PDE: Latent Diffusion Models for Accessible Physics Simulation

Authors: Zhou, Anthony, Li, Zijie, Schneier, Michael, Buchanan Jr, John R, Farimani, Amir Barati

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.01153

Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equations

Authors: Li, Zijie, Patil, Saurabh, Ogoke, Francis, Shu, Dule, Zhen, Wilson, Schneier, Michael, Buchanan, Jr., John R., Farimani, Amir Barati

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Mathematics - Analysis of PDEs

Access URL: http://arxiv.org/abs/2402.17853

Investigation of nucleate boiling and bubble dynamics at multiple nucleation sites in subcooled boiling flow

Authors: Zhao, Yang, Lin, Yu-Chen, Tang, Ke, Ishii, Mamoru, Buchanan-Jr, John R.

Source: In International Journal of Heat and Mass Transfer February 2024 219

New Two-Fluid Model Near-Wall Averaging and Consistent Matching for Turbulent Bubbly Flows.

Authors: Vaidheeswaran, Avinash¹, avaidhee@purdue.edu, Prabhudharwadkar, Deoras², dprabhud@gmail.com, Guilbert, Paul³, paul.guilbert@ansys.com, Buchanan, Jr., John R.⁴, jack.buchanan@unnpp.gov, de Bertodano, Martin Lopez¹, bertodan@purdue.edu

Source: Journal of Fluids Engineering; Jan2017, Vol. 139 Issue 1, p011302-1-011302-11, 11p