Philip Marcus
- Physics-informed machine learning: case studies for weather and climate modelling
2021/02/15 by Karthik Kashinath, Mohamed Elhafiz Mustafa, Adrian Albert +18 · 41 citations
Earth and Planetary Sciences · Environmental Science · Physics and Astronomy · #Climate variability and models #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks
- Spherical CNNs on Unstructured Grids
2019/01/07 by Chiyu Max Jiang, Jiang, Chiyu "Max", Jingwei Huang +8 · 11 citations
Computer Science · Environmental Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Remote Sensing and LiDAR Applications
- Depth of a strong jovian jet from a planetary-scale disturbance driven by storms
2008/01/23 by A. Sánchez-Lavega, A. Sánchez‐Lavega, Glenn S. Orton +37 · 1 voice · 3 citations
Physics and Astronomy · #Astro and Planetary Science #Planetary Science and Exploration #Solar and Space Plasma Dynamics
- MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time\n Super-Resolution Framework
2020/05/01 by Chiyu Max Jiang, Jiang, Chiyu Max, Soheil Esmaeilzadeh +14 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Linear stability analysis of wake vortices by a spectral method using mapped Legendre functions
2022/09/01 by Sangjoon Lee, Lee, Sangjoon, Philip Marcus +1 · 1 citation
Earth and Planetary Sciences · Engineering · #Tropical and Extratropical Cyclones Research #Meteorological Phenomena and Simulations #Computational Fluid Dynamics and Aerodynamics
- Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network
2017/09/22 by Chiyu Max Jiang, Jiang, Chiyu "Max", Philip Marcus +1 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Airfoil Optimization using Design-by-Morphing
2022/07/23 by Haris Moazam Sheikh, Sheikh, Haris Moazam, Sangjoon Lee +5 · 2 citations
Engineering · #Aeroelasticity and Vibration Control #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Geometric Topology (math.GT) #Optimization and Control (math.OC) #and Science (cs.CE)