Nicholas Geneva

According to our database, Nicholas Geneva authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation.

Sungduk Yu, Walter M. Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius Busecke, Nora Loose, Charles Stern, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Animashree Anandkumar, Noah D. Brenowitz, Veronika Eyring, Nicholas Geneva, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Akshay Subramaniam, Carl Vondrick, Rose Yu, Laure Zanna, Tian Zheng, Ryan Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Christopher S. Bretherton, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Mark Taylor, Nathan M. Urban, Janni Yuval, Guang Zhang, Mike Pritchard

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Transformers for modeling physical systems.

Nicholas Geneva, Nicholas Zabaras

Neural Networks, 2022

2020

Modeling the dynamics of PDE systems with physics-constrained deep auto-regressive networks.

Nicholas Geneva, Nicholas Zabaras

J. Comput. Phys., 2020

Multi-fidelity Generative Deep Learning Turbulent Flows.

Nicholas Geneva, Nicholas Zabaras

CoRR, 2020

2019

Quantifying model form uncertainty in Reynolds-averaged turbulence models with Bayesian deep neural networks.

Nicholas Geneva, Nicholas Zabaras

J. Comput. Phys., 2019

A lattice-Boltzmann scheme of the Navier-Stokes equation on a three-dimensional cuboid lattice.

Lian-Ping Wang, Haoda Min, Cheng Peng, Nicholas Geneva, Zhaoli Guo

Comput. Math. Appl., 2019

2018

Direct numerical simulation of turbulent pipe flow using the lattice Boltzmann method.

Cheng Peng, Nicholas Geneva, Zhaoli Guo, Lian-Ping Wang

J. Comput. Phys., 2018

2017

A scalable interface-resolved simulation of particle-laden flow using the lattice Boltzmann method.

Nicholas Geneva, Cheng Peng, Xiaoming Li, Lian-Ping Wang

Parallel Comput., 2017