Wu, Chenxi
- From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning
2024/10/17 by Juan Diego Toscano, Toscano, Juan Diego, Vivek Oommen +11 · 37 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Activation degree thresholds and expressiveness of polynomial neural networks
2024/08/08 by Bella Finkel, Finkel, Bella, Jose Israel Rodriguez +5 · 8 citations
Computer Science · #Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Towards hardware Implementation of WTA for CPG-based control of a Spiking Robotic Arm
2022/02/14 by A. Linares-Barranco, Linares-Barranco, A., E. Piñero-Fuentes +15 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Robotics (cs.RO)
- Functional dimension of feedforward ReLU neural networks
2022/09/08 by Grigsby, J. Elisenda, Lindsey, Kathryn, Meyerhoff, Robert +1 · 2 citations
#51M20 #57Q99 #68T07 #FOS: Computer and information sciences #FOS: Mathematics #Geometric Topology (math.GT) #Machine Learning (cs.LG) #Metric Geometry (math.MG)
- 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
- Reconstruction of Anosov flows from infinity
2024/07/10 by Baik, Hyungryul, Wu, Chenxi, Zhao, Bojun · 2 citations
#FOS: Mathematics #Geometric Topology (math.GT)
- GPT vs Human for Scientific Reviews: A Dual Source Review on Applications of ChatGPT in Science
2023/12/05 by Chenxi Wu, Wu, Chenxi, Alan John Varghese +5 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Counting two-forests and random cut size via potential theory
2023/08/07 by Richman, Harry, Shokrieh, Farbod, Wu, Chenxi · 1 citation
#05B35 #05C30 #14T15 #31C20 #82B20 #Combinatorics (math.CO) #Differential Geometry (math.DG) #FOS: Mathematics #Probability (math.PR)
- Relative train tracks and generalized endperiodic graph maps
2024/08/23 by Yan He, Chenxi Wu, He, Yan Mary +1 · 1 citation
Computer Science · Mathematics · #Advanced Graph Theory Research #Computational Geometry and Mesh Generation #Geometric and Algebraic Topology