# Andrea Bertozzi Prior Research Funding

NSF DMS-2027277, ATD: Algorithms for Threat Detection in Knowledge Graphs, 9/2020-8-2024, with Jeff Brantingham, coPI.
NSF grant DGE-1829071, NRT-HDR: Modeling and Understanding Human Behavior: Harnessing Data from Genes to Social Networks, 9/2018-8/2024, ALB current PI; Wei Wang original PI.
NSF DMS-1952339, 8/15/20-7/31/24, FRG: Collaborative Research: Robust, Efficient, and Private Deep Learning Algorithms, with S. J. Osher, B. Wang (Univ. Utah). Collaborative project with J. Xin at UC Irvine.
Argonne National Laboratory, 1F-60314, 1/1/21-12/30/21, Developing Machine Learning Models and Algorithms for including Machine-Learning Surrgogates into Design and Control Problems, subaward to UCLA, Sven Leyffer (ANL) PI (graduate student support).
NSF grant DMS-2027438, (Mason Porter coPI),
RAPID: Analysis of Multiscale Network Models for the Spread of COVID-19, 4/15/2020 - 3/31/2022
DARPA, Variational Methods on Graphs for Identification on Transaction Networks, Feb 1 2018-Jan 29, 2022. Award number FA8750-18-2-0066.
ATD: Sparsity Models for Forecasting Spatio-Temporal Human Dynamics NSF DMS-1737770, 9/15/17-8/31/21, with P. J. Brantingham and S. J. Osher
NGA NURI grant HM02101410003, "Sparsity models for spatiotemporal analysis and modeling of human activity and social networks in a geographic context", 10/24/14-10/30/20, with S. Osher, P. J. Brantingham and G. Tita (UC Irvine)
NSF grant DMS-1659676 REU Site: Mathematical Modeling at UCLA, 7/2017-6/2020, M. Roper PI.
NIJ graduate fellowship (Baichuan Yuan) award number 2018-R2-CX-0013 ``Large-Scale Deep Point Process Models for Crime Forecasting'', Jan 2019-Dec 2020.
NIJ Grant Number: 2014-R2-CX-0101, Testing and Evaluating Body Worn Video Technology in The Los Angeles Police Department, Cecilia Glassman (PI), Los Angeles Police Foundation,
1/1/15-9/31/19, subaward to UCLA with P. J. Brantingham.
NSF grant DMS-1417674 Extreme-scale algorithms for geometric graphical data models in imaging, social and network science, 8/1/14-12/31/18.
NSF grant CMMI-1435709 Collaborative Research: Modeling, Analysis, and Control of the Spatio-temporal Dynamics of Swarm Robotic Systems, 9/1/14-8/31/18, joint with Spring Berman, Arizona State University.
ONR grant N00014-16-1-2119,
Machine Reasoning and Intelligence for Naval Sensing,
July 1, 2012 - Jan. 31, 2018, S. Osher PI,
joint with Larry Carin at Duke University.
NSF grant DMS-1118971 Algorithms for Threat Detection in Sensor Systems for Analyzing Chemical and Biological Systems Based on Compressive Sensing and L1 Related Optimization, joint grant with Stanley Osher (PI), 8/15/11-9/30/17
NSF grant DMS-1312543 Particle laden flows - theory, analysis and experiment, Sept 2013-Aug. 2017, joint grant with Marcus Roper
NSF grant DMS-1045536 California Research Training Program in Computational and Applied Mathematics, training grant for a summer REU program and graduate/postdoc mentorship program, 6/15/11-5/31/17.
ARO MURI grant W911NF-11-1-0332, with M. Short and J. Brantingham, Scalable, Stochastic and Spatiotemporal Game Theory for Real-World Human Adversarial Behavior, August 2011-May 2017, subaward from USC, Milind Tambe PI.
UC Lab Fees Research grant 12-LR-236660, Sparse modeling for high dimensional data, joint with Stan Osher and Luinita Vese (UCLA), Rick Chartrand and
Brendt Wohlberg (Los Alamos National Lab), July 1, 2012-Dec. 31, 2015,
$1.5M total.
AFOSR MURI grant FA9550-10-1-0569 ``Inferring Structure and Forecasting Dynamics on Evolving Networks'' coPI, P. J. Brantingham lead PI, 9/30/10-9/29/15.
ONR grant N000141210040, Analysis and Design of Fast Graph Based Algorithms for High Dimensional Data, November 2011-December 2014
NSF grant DMS-0968309 FRG: Collaborative Research: Mathematics of large scale urban crime, PIs: Bertozzi (lead), Tita (UCI), Brantingham, Mohler, Short, Chayes, Schoenberg, 9/2010-8/2014
NSF grant DMS-0907931 Dynamics of aggregation and collapse in multidimensional swarming models, 9/09-8/14.
ARO grant W911NF1010472, reporting number 58344-MA, Dynamic Models of Insurgent Activity, Aug 2010-February 1, 2014, joint with Jeff Brantingham and George Mohler.
NSF grant CBET-0940417 CDI Type I: Real-time adaptive imaging algorithms for atomic force microscopy, 1/10-12/13, joint grant with Paul Ashby and Jim DeYoreo, Molecular Foundry, Lawrence Berkeley National Laboratory.
NSF grant EFRI-1024765
Collaborative Research: Characterization and Control of Emergent Behavior in Complex Systems, joint with Manish Kumar and Subramanian Ramakrishnan, U Cincinatti, 9/15/10-8/31/13.
NSF grant DMS-0914856 Algorithms for Threat Detection (ATD): adaptive sensing and sensor fusion for real time chemical and biological threats, 9/09-8/13.
UC Lab Fees Research Grant 09-LR-04-116741-BERA, "Multiscale methods of fracture and multimaterial debris flow", with Stan Osher, Joey Teran,
and Lawrence Livermore National Laboratory (David Eder).
ONR grant N000141010221, Information Fusion of Human Activity, Social Networks, and Geography Using Fast Compressive Sensing, 1/10-12/12, co PIs Stan Osher, Jeff Brantingham, George Tita (UCI), $1.2M total, approx.
NSF grant DMS-1048840, RAPID: Modeling and experiments of oil-particulate mixtures of relevance to the Gulf of Mexico oil spill, Sept. 2010 - Aug. 2012.
NSF grant
DMS-0601395 Research Training Group in Applied Differential
Equations and Scientific Computing, 6/06-5/12,
(EMSW21 Workforce Grant for training REU students and first year Ph. D.
students).
NGA grant HM1582-06-1-2034 Novel Segmentation, Reconstruction,
and Learning Models for Hyperspectral Image Processing and Analysis,9/06-9/10, joint with Stan Osher.
ARO MURI grant 50363-MA-MUR, Spatio-temporal event pattern recognition, subcontract from USC/Brown, Boris Rozovsky, PI. UCLA portion involves T. Chan and P. J. Brantigham, 5/06-4/11.
ARO grant 57590-MA-RIP, Parallel Computing Architecture for Analysis of Spatio-temporal Event Pattern Recognition, May 2010-May 2011, DURIP equipment grant$180K for new parallel cluster environment at UCLA.
ONR grant N000140810363 Geometry Based Image Analysis and Understanding, 1/08-12/10, $240,000.
ARO grant (STIR) W911NS-09-1-0559 Mathematical modeling of insurgent activities as compared to urban street crime, 10/09-6/10, $50,000.
NSF grant
BCS-0527388,
DHB: Mathematical and Simulation Modeling of Crime Hot Spots, P. Jeffrey Brantigham (PI), also with L. Chayes and G. Tita (UCI),
1/06-12/09.
ONR grant N000140710431,
Fundamental Problems in Microfluidic Mixing and
Multiphase Flows, 10/06-12/09
ONR grant N000140610059 Pattern formation and control
of distributed swarming vehicles,
10/05-10/08, joint grant with Ira Schwartz, Naval Research Lab,
approximately $330,000 to UCLA.
NSF grant ACI-0321917 9/03-8/09,
Collaborative Research-ITR-High Order Partial Differential Equations: Theory,
Computational Tools, and Applications in Image Processing, Computer Graphics,
Biology, and Fluids (total project includes S. Osher (UCLA), G. Sapiro (UMN),
A. Hosoi (MIT), and R. Fedkiw (Stanford)). $730,000 awarded to UCLA (Osher and Bertozzi)
ARO grant W911NF-05-1-0112, Fundamental Principles of Biological Swarming with Application to Artificial Platforms, $240,000 (approx), 4/05-3/08.
NSF grant AST-0442037 8/04-8/05,
ACT/SGER: Object Identification and Classification in Aerial Images, $200,000.
NSF grant DMS-0244498 9/03-8/07,
FRG-Collaborative Research: New Challenges in the Dynamics of Thin Films and Fluid Interfaces, $941,381, original PI at Duke University.
ONR grant N000140410078, Higher Order PDEs in Microfluidics and Image Analysis, $480,000, 10/03-9/06
ONR grant N000140410054, Modeling, Design, and Control of Distributed Mobile Sensors,
$300,000, 10/03-9/06
ARO grant DAAD19-02-1-0055, ``Swarming in two and three dimensions'',
$229,389, 4/02-12/04.
ONR grant N000140110290, Transport and Diffusion in Surfactant Driven Thin Films and Higher Order Methods for Image Processing, $120,000, 6/01-10/03.
NSF grant DMS-0074049 8/00-8/04,
Collaborative proposal: Focused Research Group on Fundamental Problems in the Dynamics of Thin Viscous Films and Fluid Interfaces,
$781,988 to Duke as PI on project, with R. Behringer, T. Witelski, M. Shearer.
NSF grant DMS-9983320
7/00-6/06, Duke University Program for Vertically Integrated, Interdisciplinary Research (VIGRE), original PI, $2,389,032.
NSF grant HRD-99799478, 1/00-12/01,
PGE/SEP: Project ADVANCE: Developing A Resilient Cohort of Women in Quantitative Sciences, co-PI with Robert Thompson (PI), $99,924.
ONR YIP/PECASE Award, grant number N00014-96-1-0656 ``Interface motion and lubrication-type equations'', $526,066, 6/96-5/01.
Sloan Research Fellowship, 1995-9, $30,000
ONR grant $50,000, 1995-6.
NSF grant DMS-940484, Mathematical Sciences: Hydrodynamic Interface Motion, $18,000, 7/94-12/95.
NSF grant DMS-9107916, Mathematical Sciences: Postdoctoral Research Fellowship, $75,000, 7/91-6/94.