Dava Newman

According to our database, Dava Newman authored at least 10 papers between 2007 and 2023.

Collaborative distances:

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

2023

GEO-Bench: Toward Foundation Models for Earth Monitoring.

Alexandre Lacoste, Nils Lehmann, Pau Rodríguez, Evan D. Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vázquez, Dava Newman, Yoshua Bengio, Stefano Ermon, Xiaoxiang Zhu

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

2022

Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers.

Björn Lütjens, Catherine H. Crawford, Campbell D. Watson, Christopher Hill, Dava Newman

CoRR, 2022

When happy accidents spark creativity: Bringing collaborative speculation to life with generative AI.

Ziv Epstein, Hope Schroeder, Dava Newman

Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022

2021

WiSoSuper: Benchmarking Super-Resolution Methods on Wind and Solar Data.

Rupa Kurinchi-Vendhan, Björn Lütjens, Ritwik Gupta, Lucien Werner, Dava Newman

CoRR, 2021

PCE-PINNs: Physics-Informed Neural Networks for Uncertainty Propagation in Ocean Modeling.

Björn Lütjens, Catherine H. Crawford, Mark Veillette, Dava Newman

CoRR, 2021

Physically-Consistent Generative Adversarial Networks for Coastal Flood Visualization.

Björn Lütjens, Brandon Leshchinskiy, Christian Requena-Mesa, Farrukh Chishtie, Natalia Díaz Rodríguez, Océane Boulais, Aruna Sankaranarayanan, Aaron Piña, Yarin Gal, Chedy Raïssi, Alexander Lavin, Dava Newman

CoRR, 2021

Technology Readiness Levels for Machine Learning Systems.

Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic, Siddha Ganju, Dava Newman, Sujoy Ganguly, Danny Lange, Atilim Günes Baydin, Amit Sharma, Adam Gibson, Yarin Gal, Eric P. Xing, Chris Mattmann, James Parr

CoRR, 2021

2020

Physics-informed GANs for Coastal Flood Visualization.

Björn Lütjens, Brandon Leshchinskiy, Christian Requena-Mesa, Farrukh Chishtie, Natalia Díaz Rodríguez, Océane Boulais, Aaron Piña, Dava Newman, Alexander Lavin, Yarin Gal, Chedy Raïssi

CoRR, 2020

Considerations for Wearable Sensors to Monitor Physical Performance During Spaceflight Intravehicular Activities.

Rachel Bellisle, Caroline K. Bjune, Dava Newman

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2007

Application of quantized control to human self-rotation maneuvers in microgravity.

Leia A. Stirling, Alessandro Arsie, Emilio Frazzoli, Karen Willcox, Dava Newman

Proceedings of the 46th IEEE Conference on Decision and Control, 2007