Towards a Foundation Model for Partial Differential Equations Across Physics Domains
- Eduardo Almeida Soares
- Emilio Ashton Vital Brazil
- et al.
- 2026
- AAAI 2026
Publications
14440 results for Physical Sciences
Comparison of simulated and observed methane plumes at oil and gas sites in the Permian Basin using advanced dispersion, coupled mesoscale-LES atmospheric modeling, and scientific machine learning
- Arash Fathi
- Joao Lucas de Sousa Almeida
- et al.
- 2025
- AGU 2025
Foundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data Products
- Gabby Nyirjesy
- Maciel Zortea
- et al.
- 2025
- AGU 2025
Advances in Emulating Earth System Models
- Björn Lütjens
- Kalyn Dorheim
- et al.
- 2025
- AGU 2025
Physical Computing with Coupled Oscillators – Current Progress and Future Directions
- Aida Todri-sanial
- Jelle Verest
- et al.
- 2025
- IEDM 2025
Transfer Learning on Edge Using 14nm CMOS-compatible ReRAM Array and Analog In-memory Training Algorithm
- Takashi Ando
- Omobayode Fagbohungbe
- et al.
- 2025
- IEDM 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
Accelerating Material Discovery for Metal Organic Frameworks using Large Language Models
- Sultan Alrowili
- Mathan Kumar Eswaran
- et al.
- 2025
- NeurIPS 2025
Carbon-m1: a Massive, Multi-Modal Synthetic Dataset for Complex Polymeric Materials
- 2025
- NeurIPS 2025
Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- Vidushi Sharma
- Andy Tek
- et al.
- 2025
- NeurIPS 2025