ÎÞÓÇÊÓƵ

23andMe

• 2019–2020: Schedule and Resource Optimization Across Wide-Timescale Workflows

3Com Corporation

• 1995–1996: Dynamic Optimal Inventory Modeling of Finished Goods

ARCO Gas and Oil

• 1981–1982: Evaluation of Numerical Dispersion and Grid Orientation Effects for the Two-Phase Immiscible Displacement Problem

Aerojet Electronic Systems Division

• 1997–1998: Multiple Hypothesis Tracking (MHT)

Aerojet Electrosystems

• 1987–1988: Outgassing and Contamination in Vacuum Systems

Aerospace Corporation

• 1988–1989: Construction of Data Base for Satellite Design
• 1979–1980: Multivariable Interpolation for Aerodynamic Problems
• 1978–1979: Efficient Numerical Methods for Solving Differential Equations of Rocket Flight

Agora Data, Inc.

• 2020–2021: Mobile Data Analysis Tools for Automotive Dealers

AlliedSignal Automotive

• 1994–1995: Optimization of Blade Thickness Distribution for Turbocharger Wheel
• 1993–1994: Radial Wheel Thickness Optimization

Ameron, Inc.

• 1975–1976: Computerized Coatings Formulator

Applied Biosystems

• 2004–2005: Automated Analysis of Gene Expression Data
• 2000–2001: Modeling of TaqMan Reactions for DNA/RNA Quantifications Using PCR (polymerase chain reaction)

Argonaut Insurance Company

• 1993–1994: Worker Compensations Cost Differentials

Atomics International

• 1976–1977: Fuel Element Life Performance Model
• 1975–1976: Fuel Element Life Performance Model

Bank of America

• 1997–1998: GUI Development of Context-Sensitive Modular Components
• 1996–1997: Java Based Library for Interactive Banking

Beckman Coulter, Inc.

• 2007–2008: Modeling Bead-Based Immunoassays
• 2006–2007: A Modeling Tool for Optimization of a Biological Assay
• 1997–1998: Algorithm Collection Project

Beckman Instruments, Inc.

• 1996–1997: Classification of Serum Protein Electrophoresis
• 1994–1995: Simulation of DNA Array Hybridization
• 1993–1994: Graphical Representation of DNA Hybridization

Becton, Dickinson and Company

• 1975–1976: A Study of Quantitative Methods in Market Forecasting

Bell and Howell

• 1973–1974: Analysis of Scintillation Phenomena in Rear Screen Projectors

Blue Frontier

• 2024–2025: Virtual Concentration Sensor for Energy-saving Liquid Desiccant HVAC System

Boston College

• 2022–2023: Advancing Methods in Infectious Disease Models: Incorporating Structural Causes

CEHAT – Los Angeles Department of Public Health

• 2020–2021: Community Air Quality Monitoring and Analysis

CODEE

• 2010–2011: ODE Toolkit (Joint CS/Math)

California State Architect’s Office

• 1977 (Spring): Life Cycle Costing

Cardinal Health

• 2008–2009: Modeling Fluid Transport in Subcutaneous Tissue
• 2005–2006: Control Algorithm for an IV System

CareFusion

• 2009–2010: Modeling Fluid Transport in Subcutaneous Tissue

CSIS (Center for Strategic and International Studies)

• 2024–2025: Developing a Simulation Framework for International Emissions Reductions
• 2022–2023: Developing a Model for International Trade in Hydrogen

Chevron Oil Field Research Company

• 1978–1979: Parameter Studies for a Model of Abnormal Fluid Pressure
• 1977–1978: Supernormal Pressures: ETC
• 1977 (Spring): Abnormally High Pressure in Sedimentary Basins
• 1976: A Mathematical Model of Compacting Sediment with Diagenesis
• 1975: Models for Abnormally High Fluid Pressures

Chevron Oil Research

• 1991–1992: 3D Seismic Image Data Compression

Chicago Trading Company

• 2008–2009: Building a Multi-Agent Artificial Stock Market

Citadel Investment Group

• 2008–2009: Optimizing Pairs Trading Portfolios
• 2007–2008: Investigating Returns to Pairs Trading Strategies

Claremont University Consortium, Physical Plant

• 1980 (Summer): Accounting and Scheduling

Claremont University Consortium/Claremont Graduate School

• 1980–1981: Facilities Management Model

CDD (Collaborative Drug Discovery), Inc.

• 2021–2022: Graph-Based Modeling for Molecular Generation

D4 Networks

• 2006–2007: A Scheduling and Pricing Model for an Air Taxi Business

DYNAR (Dynamic Network for Aquatic Robots) Collaboration, CGU

• 2011–2012: Shark Tracking Outreach Program (Joint Engineering/Mathematics)
• 2010–2011: Cooperative Autonomous Aquatic Vehicles: Mathematics and Robotics

Dart NeuroScience LLC

• 2017–2018: Network Analysis and Methodology Development for Drug Discovery in Alzheimer’s Disease (Joint Biology/Computer Science/Mathematics)
• 2016–2017: Creation and Analysis of Experiment Driven Biological Networks for Understanding Memory Processes

Department of Energy

• 1980–1981: Nuclear Safety Code Study

Department of Energy/Atomics International

• 1979–1980: Evaluation of Nuclear Safety Code Efficiency Schemes

Desmos Inc.

• 2020–2021: Helping Teachers Author Interactive Online Classroom Activities

E. & J. Gallo Winery

• 2012–2013: Livingston Cooperage Problem
• 2011–2012: Livingston Cooperage Optimization Model

EDR

• 2018–2019: Historical Imagery Project
• 2017–2018: Address Detection in Sanborn Maps with Image Processing and OCR
• 2016–2017: Document Mining and Analysis on Environmental Reports

ESRI, Inc.

• 1995–1996: From Here to There: Finding a Short Path Quickly with Limited Memory

Eaton Corporation

• 1995–1996: Strategic Forecast for the Powertrain Market

eBay Inc.

• 2021–2022: Optimizing eBay Payments through Modeling and Forecasting

Ellison Medical Institute

• 2024–2025: Characterizing Nocturnal Blood Pressure Changes

Environmental Data Resources

• 2015–2016: Algorithms for Property Search and Identification
• 2014–2015: Environmental Cleanup Cost Modeling

Environmental Systems Research Institute, Inc.

• 1998–1999: Edge Partitioning and the Chinese Postman Project
• 1997–1998: Cluster Identification and Region Creation: The Beta Shape Engine

Etec Systems, An Applied Materials Company

• 2000–2001: Statistics of Error Budget for Laser Lithography Systems

Fair Isaac Corporation

• 2003–2004: Develop a Prototype Excel Tool for Expert Decision Modeling

Fair, Isaac, and Company, Inc.

• 2002–2003: Identification of Suspicious Investors
• 2001–2002: Optimizing an Online Query System
• 2000–2001: Preference Analysis of E-Commerce Webs
• 1999–2000: Preemptive Offers for Portfolio Defense
• 1998–1999: Intelligent Techniques for Scanning and Extracting Information from Text
• 1997–1998: Recognizing Patterns in Data
• 1996–1997: Understanding Neural Net Models

FedEx Corporation

• 2024–2025: Statistical Quality Control of Intra-facility Package Processing Times
• 2023–2024: Innovative Quality of Service Measurement System for FedEx’s Network
• 2022–2023: Modeling Autonomous Vehicle Deliverability

Garrett Automotive Products Co.

• 1985–1986: Mathematical Modeling of Floating Ring Bearings in High Speed Rotating Machinery

General Dynamics

• 1988–1989: Modeling and Simulation of Neural Network Image Classifiers
• 1987–1988: Multipath Modeling
• 1987–1988: Modeling and Simulation of Neural Network Image Classifiers
• 1986–1987: Mathematical Modeling and Simulation of Neural Network Image Classifier
• 1986–1987: Development of a Code Analyzer for Real Time Software
• 1984–1985: Radar Design Using Symbolic Manipulation Software
• 1983–1984: Electromagnetic Propulsion
• 1981–1982: Forecasting and Planning for Research and Development
• 1981 (Spring): Modeling, Forecasting and Planning for Research and Development
• 1980–1981: Homing Guidance Parameter Optimization with Nonlinearities
• 1979–1980: Parameter Optimization for a Homing-Guidance System
• 1979–1980: Compiler Development
• 1978–1979: Team Games: Cooperative Effects
• 1978–1979: Parameter Optimization for Homing-Guidance System
• 1977–1978: Analytic Model of the Concentration of CO2

Golder Federal Services

• 1995–1996: A Transport Pathways Algorithm for the Repository Integration Program

Grumman B-2 Division

• 1994–1996: Electromagnetic Properties of and Propagation of Electromagnetic Fields within Sphere and Finite Wire Mediums

Hawai’i Keiki Museum

• 2023–2024: Designing a Museum Exhibit Focused on Logic Gates and Volcanos

Helix OpCo, LLC

• 2017–2018: Helix is a private software platform company for personalized genomic products (Joint Biology/Computer Science/Mathematics)

HNC Software, Inc.

• 1999–2000: Link Analysis

HRL Laboratories

• 2015–2016: Analysis of Quantum Communication Network Protocols

HSC Software

• 1993–1994: A Self-Contained Design Environment for Creating Images with Ultra-High Realism

Harvard’s Center for Computational Biomedicine (Harvard CCB)

• 2021–2022: Semi-automatic Mapping of Medical Data onto Ontologies

ÎÞÓÇÊÓƵ

• 1991 (Spring): Instructional Module On Chaos

ÎÞÓÇÊÓƵ Equity in Policing Fairness

• 2021–2022: Policing Fairness

ÎÞÓÇÊÓƵ, Dean Tanenbaum

• 1979–1980: Cause Computer Net

ÎÞÓÇÊÓƵ, Office of Business Affairs

• 1979 (Spring): Cash Flow Management in a Small, Private College Environment

Hewlett-Packard Labs

• 2006–2007: Identifying and Minimizing Non-Smoothness Issues in ICC Profiles
• 2005–2006: Implementation and Testing of Two New Methods for Generating ICC Profiles
• 2004–2005: Printer Drift and Recalibration

Honeywell Marine Systems Division

• 1977 (Fall): Digital Feedback Control of Targeting Devices
• 1976 (Spring): Development of Trainer Display Programs

Honeywell, Inc.

• 1985–1986: Generating Realistic Video Displays by Manipulating Photographic Images
• 1984–1985: Mathematical Foundations of Realistic Video Simulations

Hughes Aircraft Company

• 1990–1991: Resource Allocation Model

Hughes Simulations Systems

• 1990–1991: Automated Database Generation

Hughes/Raytheon

• 1997–1998: Availability Analysis of a GPS Satellite Navigation System

ICE911

• 2019–2020: Studying the Impact of Climate Restoration Technology in California

IMC Financial Markets

• 2022-2023: High-Performance Adaptive Numerical Integration of Parabolic PDEs

ITT Barton

• 1983–1984: Analysis of a Vibrating Densitometer
• 1982–1983: Analysis of a Vibrating Element Densitometer

Idaho National Laboratory

• 2025–2026: HydroBoost: Optimizing Hydropower Hybrid Systems

InstaMed Communications LLC

• 2012–2013: Estimating Health Care Prices Using Historical Data

Intel Sports

• 2018–2019: Creating Spatialized Audio Playback System for Mixed-Reality Application
• 2017–2018: Creating a 3D Sound System for Paired Volumetric Video

Interstate Electronics

• 1981–1982: Automatic Word Recognition
• 1980–1981: Automatic Word Recognition
• 1979–1980: Automatic Word Recognition
• 1978–1979: Automatic Word Recognition

Jane Street Capital

• 2012–2013: Analyzing the Effects of Market Legislation on Market Behavior

Jet Propulsion Laboratory

• 1996–1997: Formal Methods Applied to Spacecraft Subsystems
• 1992–1993: HyLite (Hypermedia Library Technology)
• 1991–1992: Knowledge-Driven Hypermedia: An Encyclopedia of Software Components
• 1990 (Spring): Software Metric Data Analysis
• 1989 (Fall): Robust Experimental Design
• 1989 (Spring): Linear and Non-Linear Estimation
• 1988–1989: Applications of Correlations Techniques
• 1987–1988: Optimal Data Collection for MOSFET Modeling
• 1987–1988: Benchmarking Time Warp Synchronization Mechanism
• 1986–1987: Prediction of Contact Yields for MOSFET’s
• 1986–1987: Identification and Targeting of Military Units in the Battlefield
• 1985–1986: Modeling Short Channel MOSFET’s for use in VSLI
• 1985–1986: A Probabilistic Position-Fixing Model
• 1984–1985: Parameter Extraction and Transistor Models
• 1984–1985: Application of Correlation Techniques for Pattern Recognition
• 1983–1984: Applications of Correlation Techniques for Battlefield Identification I
• 1982–1983: Applications of Correlation Techniques for Battlefield Identification
• 1976–1977: Design of a General Purpose Photo Composition System

Jet Propulsion Laboratory, Caltech President’s Fund

• 1977–1978: Search for Extraterrestrial Intelligence: Data Processing Techniques

Laserfiche

• 2023–2024: AI Assisted Workflow Generation
• 2008–2009: Deblurring: Removing Image Distortion Induced by Camera Motion
• 2007–2008: Automated Dewarping Algorithms for Enhancing Camera-Based Document Acquisition

Lawrence Berkeley National Laboratory

• 2013–2014: Cluster-Based Graph Algorithms for Biological Ontologies

LLNL (Lawrence Livermore National Laboratory)

• 2022–2023: Analyzing Rates of Error Convergence in Molecular Dynamics Simulations of Lipid Bilayers

Lockheed

• 1990–1991: Fault Tree Analysis
• 1981–1982: Computational Aerodynamics
• 1980–1981: Computational Aerodynamics

Los Alamos National Laboratory

• 2011–2012: Modeling Cooling System Alternative for LANL’s Data Center (Joint Engineering/Mathematics)
• 2009–2010: A Multi-Criteria Optimization Model for Trade-Offs Between Services and Costs in Computer Support Services
• 2005–2006: Mathematical and Computational Modeling of Tumor Development
• 2003–2004: Shallow Water Waves
• 1997–1998: Adaptive Methods for Accelerating Monte Carlo Convergence

Los Angeles County Superior Court

• 1975 (Spring): Juror Utilization Problem

Los Angeles Police Department

• 1997–1998: Police Record Searching Project

Los Angeles Unified School District

• 2020–2021: Improving Equity and Efficiency in Career Technical Education Funding Decisions

McDonnell Douglas

• 1990–1991: Low Altitude Proton Currents Due To Solar Cycles
• 1989–1990: Density and Energy Distribution of Electrons in the Lower Van Allen Belts

Megatek Corporation

• 1980–1981: Color Presentation Transparencies

Microsoft Corporation

• 2022–2023: Creating an Interactive Metric Authoring System for Microsofts’s Experimentation Platform
• 2015–2016: Anomaly Detection for Live Site Incident Detection

Microsoft Bing

• 2017–2018: Correlation and Root Cause Detection in Bing Livesite Metrics

MIT Lincoln Laboratory

• 2025–2026: Using Topology to Characterize and Interpret Large AI Models

NASA Ames Research Center

• 1983–1984: Depiction of Simultaneous Maneuvering of Two Moving Aircraft

NASA Dryden Flight Research Center

• 1988–1989: In-Flight Aeroelastic Stability Parameter Estimation
• 1987–1988: Flutter Stability of Aircraft in Flight
• 1984 (Spring): Three Dimensional Computer Graphic Display Of The Dryden Valley

NOAA Alaska Fisheries

• 2015–2016: Parameter Estimation on Marine Biological Models

NationBuilder

• 2013–2014: Predictive Behavior Modeling for Community Organizing

National Renewable Energy Laboratory

• 2005–2006: Advanced Modeling of Renewable Energy Market Dynamics

Naval Health Research Center

• 1991 (Fall): Sizing An Artificial Neural Network

Naval Surface Warfare Center, Bethesda, MD

• 1997–1998: Estimating Posterior Defect Probabilities for a System Used in Nondestructive Testing of Composite Materials

NetZero

• 2020-2021: HMC Achieving Net Zero Emissions Through Infrastructure Decision-Making (Joint with Physics)

Niagara Bottling

• 2018–2019: Stretch Wrapper (Joint with Engineering)
• 2017–2018: Transportation Optimization (Joint with Engineering)

Northrop B2 Division

• 1989–1990: An Investigation of Reflection, Transmission, and Absorption of Electromagnetic Energy Interacting With Waveguides
• 1988–1989: An Investigation of Reflection, Transmission and Absorption of Electromagnetic Energy

Northrop Corporation

• 1991–1992: Maximizing Energy Attenuation in Coated WaveGuides
• 1974 (Fall): A Kinematic Handbook for Missile Design

Northrop Grumman

• 2001–2002: Noise Prediction for Onboard Infrared Detectors as a Function of Temperature

Office of Naval Research

• 1979: Confidence Bounds for Reliability
• 1978: Simulation, Confidence Bounds, and Goodness-of-Fit for the Mixed Exponential Distribution

Overture Services, Inc.

• 2002–2003: Improved Relevance Ordering For Web Search

Owen Racing Shells

• 1998–1999: Optimal Design of a Racing Shell

Pacific Bell

• 1984–1985: Telephone Database Information System

Palo Alto Research Center

• 2013–2014: Intelligent Workflow Diagnostics

Periwinkle Trading LLC

• 2023–2024:Automate data processing, statistical analysis, and model adaptation for real-time stock returns prediction.

Perkin—Elmer Corporation

• 1984–1985: Identification Analysis in Mass Spectrometry
• 1985–1986: Computational Methods for the Mass Spectrometer

Pharmavite, LLC

• 2015–2016: Finite Scheduling

PilotCity

• 2018–2019: Automating an Engine to Extract Educational Priorities for Workforce City Innovation

Pomona Valley Municipal Water District

• 1977–1978: A Method for Predicting Groundwater Nitrate Concentrations Vol II
• 1976–1977: Predicting Groundwater Nitrate Concentrations

Proofpoint, Inc.

• 2019–2020: Malicious Message Clustering
• 2014–2015: Scalable Distributed Encrypted Search

Rand Corporation

• 1990 (Fall): Chaos In Combat Model
• 1989–1990: Theory of Chaos Applied to Combat Models
• 1986–1987: Optimal Strategies for Regional Defense
• 1980–1981: Stability Analysis of a Passive Communication Satellite
• 1979–1980: The Bomber Prelaunch Survival Problem

Rapid7, Inc.

• 2014–2015: Understanding and Preventing Threat Through Security Data Analysis

Rockwell International Science Center

• 1975 (Spring): Mathematical Modeling of Air Pollution Transport

Sandia National Laboratories

• 2003–2004: Improving GPS Algorithms

Saracen Energy

• 2016–2017: Reverse-Engineering Power Flows on the Eastern Interconnect from Real-Time Price Data

Science Applications International Corporation (SAIC)

• 1998–1999: Wavelet Transform Detection and Classification

Shell Exploration and Production

• 2012–2013: Optimizing Drilling Rate With Machine Learning

Shell International Exploration & Production Inc.

• 2011–2012: Algorithms to Automate the Drilling Monitoring Process

Southern California Gas Company

• 2016–2017: Evaluation and Optimization of SoCalGas Routing Planning and Algorithms
• 2012–2013: Manual Meter Reading Cost Minimization

Southwest Research Institute

• 2009–2010: Application of Iterative Blind Deconvolution Algorithms

Southwest Research Institute (SwRI)

• 2007–2008: Modeling Performance of a Jupiter-Bound Electron Sensor in Strong Magnetic Fields (Joint Math/Physics)

Space Systems/Loral

• 2010–2011: Application of Robust Control to Spacecraft Attitude Stability
• 2001–2002: Efficient Satellite Orbit-Raising in 3D Using Ion Propulsion
• 2000–2001: Optimization of Orbit-Raising Using Ion Propulsion
• 1999–2000: Advanced Propellant Dispersion Analysis for Orbit-Raising and Maintenance of Geosynchronous Satellites
• 1998–1999: Analysis System for Satellite Propellant Budget Dispersion

Sustainable Claremont

• 2019–2020: Air Quality Testing and Analysis to Enact Positive Change in Traffic Behavior at Claremont High School

System Development Corporation

• 1985–1986: Multispectral Classifier

TRASANA

• 1977–1978: Multivariate Data Analysis

Tauroi Technologies

• 2024–2025: Systematic Trade Signal Generation and Exploration

Teledyne Microelectronics

• 1990–1991: Statistical Process Control In Microelectronics
• 1989–1990: Establishment of Statistical Process Control Program
• 1988–1989: Establishment of a Basic Statistical Process Control Program
• 1983–1984: Computerized Transient Thermal Analysis of Hybrid Circuits
• 1982–1983: Computerized Transient Thermal Analysis of Hybrid Circuits

Tempus Ex Machina, Inc.

• 2021–2022: Low Latency Inferences from Real-Time Telemetry Data in Sports

Texas Instruments, Inc.

• 1982–1983: Automatic Pitch Determination for Human Speech
• 1981–1982: Synthetic Speech Listener

Tradeweb Markets

• 2019–2020: High-Performance Credit-Market Data Filtering
• 2018–2019: Building Intelligence into Credit Bond Pricing
• 2025–2026: Facilitation of Digital Asset Contract Visualization and Interaction

Union of Concerned Scientists (UCS)

• 2023–2024: Equitable Federal Investments in California’s Climate Resilience

UNIS Inc.

• 2021–2022: Warehouse Slotting Optimization

U.S. Forest Service

• 1988–1989: Statistical Analysis of Indices for the Evaluation of Forest Fire Potential
• 1986–1987: Influence of Multiple Fires on Suppression Effectiveness in California
• 1983–1984: Modeling Heat and Moisture Transfer for Prescribed Fires in Southern California
• 1982–1983: A Heat Transfer Model for Prescribed Fire in Southern California Brush
• 1981–1982: Network Analysis of Fire Management
• 1981–1982: Forest Fire Suppression

U.S. Forest Service Fire Lab

• 1979–1980: Strategies for Chaparral Management
• 1979–1980: Probability Distributions for Fire Occurrence
• 1978–1979: Estimating the Cost of Fires in Chaparral Lands
• 1978–1979: Computer Algorithms for the Comparison of Chaparral Land Management Alternatives
• 1977–1978: Mathematical Simulation of Chaparral Management Alternatives

USC Information Sciences Institute

• 1997–1998: MOSFET Device Modeling
• 1991 (Fall): Modeling of Short Channel MOSFET Devices for Use in VLSI Simulations
• 1990–1991: Heat Transfer From A VLSI Chip
• 1989–1990: Heat Transfer in Transistors

ViaSat, Inc.

• 2001–2002: Analysis and Implementation of an Elliptic Curve Cryptography Scheme for Asymmetric Key Exchange

Virgin Orbit

• 2018–2019: Flight Engineering Virtual Assistant

Walt Disney Animation Studios

• 2013–2014: Analysis and Visualization of Tool Usage in Animated Film Production

Webflow

• 2025–2026: Class Wizard: A Class Management Extension

WorldQuant, LLC

• 2007–2008: Efficient Stock Trading