Andrea L. Bertozzi

1. A nonlocal continuum model for biological aggregation
   2005/04/01 by Chad M. Topaz, Andrea L. Bertozzi, Topaz, Chad M. +3 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Biological sciences #FOS: Physical sciences #Pattern Formation and Solitons (nlin.PS) #Populations and Evolution (q-bio.PE) #nlin.AO #nlin.PS #q-bio.PE
2. Diffuse Interface Models on Graphs for Classification of High Dimensional Data
   2016/01/01 by Andrea L. Bertozzi, Arjuna Flenner · 6 citations
   Computer Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Topological and Geometric Data Analysis #Complex Network Analysis Techniques
3. AutoKG: Efficient Automated Knowledge Graph Generation for Language Models
   2023/11/22 by Bohan Chen, Andrea L. Bertozzi, Chen, Bohan +1 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent
   2020/02/24 by Bao Wang, Tan M. Nguyen, Wang, Bao +7 · 4 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
5. Crime Modeling with Truncated Lévy Flights for Residential Burglary Models
   2016/01/01 by Chaohao Pan, Bo Li, Pan, Chaohao +11 · 3 citations
   Medicine · #35Q84 #35R60 #FOS: Physical sciences #Mathematical and Theoretical Epidemiology and Ecology Models #Physics and Society (physics.soc-ph)
6. Heavy Ball Neural Ordinary Differential Equations
   2021/10/10 by Hedi Xia, Xia, Hedi, Vai Suliafu +11 · 4 citations
   Computer Science · Engineering · Physics and Astronomy · #68T07 #Artificial Intelligence (cs.AI) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #I.2 #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
7. Deep Learning for Real-Time Crime Forecasting and its Ternarization
   2017/11/23 by Bao Wang, Wang, Bao, Penghang Yin +9 · 2 citations
   Computer Science · #62-07 #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Time Series Analysis and Forecasting
8. A Study on Graph-Structured Recurrent Neural Networks and Sparsification with Application to Epidemic Forecasting
   2019/02/13 by Zhijian Li, Li, Zhijian, Xiyang Luo +7 · 1 citation
   Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #COVID-19 diagnosis using AI #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Optimization and Control (math.OC)
9. Neural ODE Control for Trajectory Approximation of Continuity Equation
   2022/05/18 by Karthik Elamvazhuthi, Elamvazhuthi, Karthik, Bahman Gharesifard +5 · 1 citation
   Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Neural Networks and Applications #Control Systems and Identification
10. Gamma-convergence of graph Ginzburg-Landau functionals
    2012/04/23 by Yves van Gennip, van Gennip, Yves, Andrea L. Bertozzi +1 · 1 citation
    Computer Science · Mathematics · #35Q56 #35R02 #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Graph theory and applications #Nonlinear Partial Differential Equations
11. Graph-Based Deep Modeling and Real Time Forecasting of Sparse Spatio-Temporal Data
    2018/04/02 by Bao Wang, Wang, Bao, Xiyang Luo +9 · 2 citations
    Engineering · Computer Science · #Traffic Prediction and Management Techniques #Anomaly Detection Techniques and Applications #Data Visualization and Analytics
12. Graph-based Active Learning for Semi-supervised Classification of SAR Data
    2022/03/31 by Kevin Miller, John C. Mauro, Miller, Kevin +11 · 1 citation
    Computer Science · Engineering · #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning #Advanced SAR Imaging Techniques
13. Generic Structural Stability for 2 × 2 Systems of Hyperbolic Conservation Laws
    2025/02/13 by Hong Tan, Andrea L. Bertozzi, Tan, Hong Kiat +1 · 1 citation
    Engineering · Mathematics · #35L65 #35L67 #37C20 #46N20 #57R45 #74K35 #Analysis of PDEs (math.AP) #Computational Fluid Dynamics and Aerodynamics #Differential Geometry (math.DG) #FOS: Mathematics #Navier-Stokes equation solutions #Numerical Analysis (math.NA) #Stability and Controllability of Differential Equations