Jonathan Weare
- Can AI weather models predict out-of-distribution gray swan tropical cyclones?
2024/10/31 by Y. Qiang Sun, Pedram Hassanzadeh, Mohsen Zand +3 · 1 voice · 17 citations
Earth and Planetary Sciences · Environmental Science · #Tropical and Extratropical Cyclones Research #Climate variability and models #Meteorological Phenomena and Simulations
- Ensemble Markov chain Monte Carlo with teleporting walkers
2021/06/04 by Michael Lindsey, Jonathan Weare, Lindsey, Michael +3 · 4 citations
Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Target Tracking and Data Fusion in Sensor Networks
- Simple Physics and Integrators Accurately Reproduce Mercury Instability Statistics
2022/12/30 by Dorian S. Abbot, David M. Hernandez, Sam Hadden +3 · 1 voice · 1 citation
Physics and Astronomy · #Astro and Planetary Science #Scientific Research and Discoveries #Stellar, planetary, and galactic studies #astro-ph.EP #physics.geo-ph
- Using pretrained graph neural networks with token mixers as geometric featurizers for conformational dynamics
2025/01/28 by Zihan Pengmei, Chatipat Lorpaiboon, Spencer C. Guo +2 · 1 voice · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
- Using pretrained graph neural networks with token mixers as geometric featurizers for conformational dynamics
2024/09/30 by Zihan Pengmei, Pengmei, Zihan, Chatipat Lorpaiboon +7 · 6 citations
Engineering · #Astronomical Observations and Instrumentation
- The surprising efficiency of temporal difference learning for rare event prediction
2024/05/27 by Xiaoou Cheng, Cheng, Xiaoou, Jonathan Weare +1 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Using Explainable AI and Transfer Learning to Understand and Predict the Maintenance of Atlantic Blocking With Limited Observational Data
2024/04/12 by Huan Zhang, Zhang, Huan, Justin Finkel +7 · 2 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research
- Convergence of Unadjusted Langevin in High Dimensions: Delocalization of Bias
2024/08/20 by Yifan Chen, Xiaoou Cheng, Chen, Yifan +5 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Statistical Mechanics and Entropy #Statistical Methods and Inference
- Delocalization of bias in unadjusted Hamiltonian Monte Carlo and underdamped Langevin
2026/07/16 by Yifan Chen, Xiaoou Cheng, Jonathan Niles-Weed +1 · 1 voice
#stat.CO #cs.LG #math.PR #stat.ML
- Nuclear Quantum Effects as a Denoising Problem
2026/07/22 by Weizhou Wang, Jonathan Weare, Aaron R. Dinner
#physics.chem-ph #cond-mat.stat-mech #cs.LG #physics.comp-ph #quant-ph