Michael M. McKerns

According to our database, Michael M. McKerns authored at least 6 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Efficient learning of accurate surrogates for simulations of complex systems.

Abdourahmane Diaw, Michael M. McKerns, Irina Sagert, L. G. Stanton, Michael S. Murillo

Nat. Mac. Intell., 2024

Probabilistic Flux Limiters.

Nga T. T. Nguyen-Fotiadis, Robert Chiodi, Michael M. McKerns, Daniel Livescu, Andrew Sornborger

CoRR, 2024

2022

Predictive Scale-Bridging Simulations through Active Learning.

Satish Karra, Mohammed Mehana, Nicholas Lubbers, Yu Chen, Abdourahmane Diaw, Javier E. Santos, Aleksandra Pachalieva, Robert S. Pavel, Jeffrey R. Haack, Michael M. McKerns, Christoph Junghans, Qinjun Kang, Daniel Livescu, Timothy C. Germann, Hari S. Viswanathan

CoRR, 2022

2021

Machine Learning Changes the Rules for Flux Limiters.

Nga Nguyen-Fotiadis, Michael M. McKerns, Andrew Sornborger

CoRR, 2021

2018

Hickle: A HDF5-based python pickle replacement.

Danny C. Price, Sebastien Celles, Pieter T. Eendebak, Michael M. McKerns, Eben M. Olson, Colin Raffel, Bairen Yi

J. Open Source Softw., 2018

2011

Building a Framework for Predictive Science.

Michael M. McKerns, Leif Strand, Tim Sullivan, Alta Fang, Michael A. G. Aivazis

Proceedings of the 10th Python in Science Conference 2011 (SciPy 2011), Austin, Texas, July 11, 2011