David Hall
- Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
2023/05/23 by Hong Liu, Zhiyuan Li, Liu, Hong +8 · 7 voices · 42 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Neural Network Applications
- FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
2022/02/22 by Jaideep Pathak, Pathak, Jaideep, Shashank Subramanian +23 · 3 voices · 135 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #Meteorological Phenomena and Simulations #Energy Load and Power Forecasting #Hydrological Forecasting Using AI
- Fantastic Pretraining Optimizers and Where to Find Them
2025/09/02 by Kaiyue Wen, David Hall, Wen, Kaiyue +5 · 5 voices · 26 citations
#cs.LG #cs.AI #stat.ML
- FourCastNet: Accelerating Global High-Resolution Weather Forecasting using Adaptive Fourier Neural Operators
2022/08/08 by Thorsten Kurth, Kurth, Thorsten, Shashank Subramanian +15 · 35 citations
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Performance (cs.PF) #Precipitation Measurement and Analysis #Soil Moisture and Remote Sensing
- BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
2024/03/27 by Elliot Bolton, Abhinav Venigalla, Bolton, Elliot +19 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
- Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective
2024/10/07 by Kaiyue Wen, Wen, Kaiyue, Zhiyuan Li +9 · 8 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Anomaly Detection Techniques and Applications
- Climate in a Bottle: Towards a Generative Foundation Model for the Kilometer-Scale Global Atmosphere
2025/05/10 by Noah Brenowitz, Brenowitz, Noah D., Tao Ge +17 · 10 citations
Earth and Planetary Sciences · Environmental Science · #Tropical and Extratropical Cyclones Research #Climate variability and models #Meteorological Phenomena and Simulations
- How good is automated protein docking?
2013/08/28 by Dima Kozakov, Dmitri Beglov, Tanggis Bohnuud +6 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Computational Drug Discovery Methods #Protein Structure and Dynamics
- A critical consideration of ‘mental health and wellbeing’ in education: Thinking about school aims in terms of wellbeing
2022/03/28 by Brahm Norwich, Darren Moore, Lauren Stentiford +2 · 1 citation
Health Professions · Social Sciences · Psychology · #Health, psychology, and well-being #Youth Substance Use and School Attendance #Resilience and Mental Health
- Reducing the Athena WFI charged particle background: Results from Geant4\n simulations
2020/12/02 by Catherine E. Grant, Grant, Catherine E., Eric D. Miller +21 · 1 citation
Physics and Astronomy · #Dark Matter and Cosmic Phenomena #Particle Detector Development and Performance #Astrophysics and Cosmic Phenomena
- Democracy of AI Numerical Weather Models: An Example of Global Forecasting with FourCastNetv2 Made by a University Research Lab Using GPU
2025/04/23 by Iman Khadir, Khadir, Iman, Henry Li +11 · 2 citations
Computer Science · Decision Sciences · #Computational Physics and Python Applications #Scientific Computing and Data Management #Distributed and Parallel Computing Systems
- High-statistics simulations of NewAthena WFI background using Geant4
2026/07/28 by Matthew K. Heine, Catherine E. Grant, Marshall W. Bautz +14
Physics and Astronomy · #astro-ph.IM
- NEO: NeRF It Once, Edit It Many Times for Continuous Object Manipulation
2026/07/27 by Mikołaj Zieliński, David Hall, Dominik Belter +1
#cs.RO