Kulick, Charles
- Learning particle swarming models from data with Gaussian processes
2021/06/04 by Jinchao Feng, Feng, Jinchao, Kulick, Charles +4 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Protein Structure and Dynamics #Statistical Mechanics and Entropy #Statistics Theory (math.ST)
- Data-Driven Model Selections of Second-Order Particle Dynamics via Integrating Gaussian Processes with Low-Dimensional Interacting Structures
2023/11/01 by Jinchao Feng, Feng, Jinchao, Charles Kulick +3 · 2 citations
Computer Science · Environmental Science · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Species Distribution and Climate Change #Statistics Theory (math.ST)