Adar Kahana
- Blending Neural Operators and Relaxation Methods in PDE Numerical Solvers
2022/08/28 by Enrui Zhang, Adar Kahana, Zhang, Enrui +10 · 15 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
- ViTO: Vision Transformer-Operator
2023/03/15 by Oded Ovadia, Adar Kahana, Ovadia, Oded +7 · 8 citations
Engineering · Earth and Planetary Sciences · #Sparse and Compressive Sensing Techniques #Seismic Imaging and Inversion Techniques #Reservoir Engineering and Simulation Methods
- MyCrunchGPT: A chatGPT assisted framework for scientific machine learning
2023/06/27 by Varun Kumar, Kumar, Varun, Leonard Gleyzer +7 · 1 voice
#cs.LG #cs.CL #physics.soc-ph
- Real-time Inference and Extrapolation via a Diffusion-inspired Temporal Transformer Operator (DiTTO)
2023/07/18 by Oded Ovadia, Ovadia, Oded, Adar Kahana +5 · 3 citations
Earth and Planetary Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Engineering #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #and Science (cs.CE)
- Fast meta-solvers for 3D complex-shape scatterers using neural operators trained on a non-scattering problem
2024/05/20 by Lee, Youngkyu, Zongren Zou, Liu, Shanqing +11 · 5 citations
Engineering · Physics and Astronomy · #Microwave Imaging and Scattering Analysis #Electromagnetic Scattering and Analysis #Advanced SAR Imaging Techniques
- Artificial to Spiking Neural Networks Conversion for Scientific Machine Learning
2023/08/31 by Qian Zhang, Chenxi Wu, Zhang, Qian +11 · 2 citations
Computer Science · Engineering · Neuroscience · #Neural Networks and Reservoir Computing #Advanced Memory and Neural Computing #Neural dynamics and brain function
- Analysis of biologically plausible neuron models for regression with spiking neural networks
2023/12/31 by Mario De Florio, De Florio, Mario, Adar Kahana +3 · 1 citation
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Applications