Matthew E. Brand

- Phone: 617-621-7500
- Email:
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Position:
Research / Technical Staff
MERL Fellow -
Education:
Ph.D., Northwestern University, 1994 -
Research Areas:
Matt's Quick Links
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Biography
Matt develops and analyzes optimization algorithms for problems in logistics, control, perception, data-mining, and learning. Notable results include methods for parallel solution of quadratic programs, recomposing photos by re-arranging pixels, nonlinear dimensionality reduction, online singular value decomposition, 3D shape-from-video, and learning concise models of data. In addition to academic "best paper" awards, this work has garnered several industrial awards for commercialized technologies.
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Recent News & Events
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TALK [MERL Seminar Series 2022] Extreme optics design as a large-scale optimization problem Date & Time: Tuesday, February 8, 2022; 1:00 PM EST
Speaker: Raphaël Pestourie, MIT
MERL Host: Matthew E. Brand
Research Areas: Applied Physics, Electronic and Photonic Devices, OptimizationAbstractThin large-area structures with aperiodic subwavelength patterns can unleash the full power of Maxwell’s equations for focusing light and a variety of other wave transformation or optical applications. Because of their irregularity and large scale, capturing the full scattering through these devices is one of the most challenging tasks for computational design: enter extreme optics! This talk will present ways to harness the full computational power of modern large-scale optimization in order to design optical devices with thousands or millions of free parameters. We exploit various methods of domain-decomposition approximations, supercomputer-scale topology optimization, laptop-scale “surrogate” models based on Chebyshev interpolation and/or new scientific machine learning models, and other techniques to attack challenging problems: achromatic lenses that simultaneously handle many wavelengths and angles, “deep” images, hyperspectral imaging, and more.
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EVENT MERL participates in SIAM Career fair Date & Time: Monday, July 11, 2016; 10 AM - 9:15 PM
Location: Westin Boston Waterfront Pavilion, Boston, Massachusetts
MERL Contacts: Matthew E. Brand; Arvind RaghunathanBrief- MERL researchers participate in SIAM Job fair to showcase MERL's research and highlight employment and intern opportunities at MERL. The Career Fair emphasizes careers in business, industry, and government, and takes place during the SIAM Annual Meeting.
The SIAM Applied Mathematics and Computational Science Career Fair is an informational and interactive event at which employers and prospective employees can discuss careers. It is a great opportunity for prospective employees to meet government and industry representatives and discuss what they are looking for and what each employer has to offer.
- MERL researchers participate in SIAM Job fair to showcase MERL's research and highlight employment and intern opportunities at MERL. The Career Fair emphasizes careers in business, industry, and government, and takes place during the SIAM Annual Meeting.
See All News & Events for Matt -
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Research Highlights
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MERL Publications
- "Global Phase Correction Improves Metalens Efficiency", Conference on Lasers and Electro-Optics (CLEO), May 2022.BibTeX TR2022-049 PDF
- @inproceedings{Zhu2022may,
- author = {Zhu, Dayu and Kojima, Keisuke and Koike-Akino, Toshiaki and Brand, Matthew E.},
- title = {Global Phase Correction Improves Metalens Efficiency},
- booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-049}
- }
, - "Finding the Right Deep Neural Network Model for Efficient Design of Tunable Nanophotonic Devices", Conference on Lasers and Electro-Optics (CLEO), May 2022.BibTeX TR2022-047 PDF Video Presentation
- @inproceedings{Jung2022may,
- author = {Jung, Minwoo and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Zhu, Dayu and Brand, Matthew E.},
- title = {Finding the Right Deep Neural Network Model for Efficient Design of Tunable Nanophotonic Devices},
- booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
- year = 2022,
- month = may,
- url = {https://www.merl.com/publications/TR2022-047}
- }
, - "Predicting Long- and Variable-Distance Coupling Effects in Metasurface Optics", IEEE Photonics Conference (IPC), DOI: 10.1109/IPC48725.2021.9593086, October 2021, pp. 1-2.BibTeX TR2021-140 PDF
- @inproceedings{Li2021oct,
- author = {Li, Xinhao and Kojima, Keisuke and Brand, Matthew E.},
- title = {Predicting Long- and Variable-Distance Coupling Effects in Metasurface Optics},
- booktitle = {IEEE Photonics Conference (IPC)},
- year = 2021,
- pages = {1--2},
- month = oct,
- doi = {10.1109/IPC48725.2021.9593086},
- url = {https://www.merl.com/publications/TR2021-140}
- }
, - "Design of freeforms to uniformly illuminate polygonal targets from extended sources via edge ray mapping", Applied Optics, DOI: 10.1364/AO.392193, Vol. 59, No. 22, pp. 6490-6496, August 2020.BibTeX TR2020-183 PDF
- @article{Birch2020aug,
- author = {Birch, Daniel A. and Brand, Matthew E.},
- title = {Design of freeforms to uniformly illuminate polygonal targets from extended sources via edge ray mapping},
- journal = {Applied Optics},
- year = 2020,
- volume = 59,
- number = 22,
- pages = {6490--6496},
- month = aug,
- doi = {10.1364/AO.392193},
- url = {https://www.merl.com/publications/TR2020-183}
- }
, - "Data-driven freeform irradiance tailoring", OSA Optical Design and Fabrication Congress, June 2019.BibTeX TR2019-043 PDF
- @inproceedings{Brand2019jun,
- author = {Brand, Matthew E. and Birch, Daniel A.},
- title = {Data-driven freeform irradiance tailoring},
- booktitle = {OSA Optical Design and Fabrication Congress},
- year = 2019,
- month = jun,
- issn = {978-1-943580-60-6},
- url = {https://www.merl.com/publications/TR2019-043}
- }
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- "Global Phase Correction Improves Metalens Efficiency", Conference on Lasers and Electro-Optics (CLEO), May 2022.
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Software Downloads
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Videos
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MERL Issued Patents
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Title: "Machine Learning via Double Layer Optimization"
Inventors: Zhang, Ziming; Brand, Matthew E.
Patent No.: 11,170,301
Issue Date: Nov 9, 2021 -
Title: "Uniform-irradiance extended-source freeforms"
Inventors: Brand, Matthew E.; Birch, Daniel
Patent No.: 10,995,932
Issue Date: May 4, 2021 -
Title: "Methods and Systems for Freeform Irradiance Tailoring for Light Fields"
Inventors: Brand, Matthew E.; Birch, Daniel
Patent No.: 10,837,621
Issue Date: Nov 17, 2020 -
Title: "Compound Optics with Freeform Optical Surface"
Inventors: Brand, Matthew E.
Patent No.: 10,234,689
Issue Date: Mar 19, 2019 -
Title: "Freeform Optical Surface for Producing Sharp-Edged Irradiance Patterns"
Inventors: Brand, Matthew E.
Patent No.: 10,119,679
Issue Date: Nov 6, 2018 -
Title: "Tailored Freeform Optical Surface"
Inventors: Brand, Matthew E.; Aksoylar, Aydan
Patent No.: 9,869,866
Issue Date: Jan 16, 2018 -
Title: "Method for Determining a Sequence for Drilling Holes According to a Pattern using Global and Local Optimization"
Inventors: Garaas, Tyler W; Brand, Matthew E.
Patent No.: 9,703,915
Issue Date: Jul 11, 2017 -
Title: "MPC Controllers Using Parallel Quadratic Programming"
Inventors: Di Cairano, Stefano; Brand, Matthew E.
Patent No.: 9,618,912
Issue Date: Apr 11, 2017 -
Title: "Method for Generating Representations Polylines Using Piecewise Fitted Geometric Primitives"
Inventors: Brand, Matthew E.; Marks, Tim; MV, Rohith
Patent No.: 9,613,443
Issue Date: Apr 4, 2017 -
Title: "Method for Generating Trajectory for Numerical Control Process"
Inventors: Brand, Matthew E.; Agrawal, Amit K.; Erdim, Huseyin
Patent No.: 9,513,623
Issue Date: Dec 6, 2016 -
Title: "System and Method for Planning a Radiation Therapy Treatment"
Inventors: Brand, Matthew E.
Patent No.: 9,251,302
Issue Date: Feb 2, 2016 -
Title: "Method and System for Cutting Features From Sheet Materials With a Laser Cutter According to a Pattern"
Inventors: Garaas, Tyler W; Brand, Matthew E.; Josef, Cibulka
Patent No.: 9,248,525
Issue Date: Feb 2, 2016 -
Title: "Method for Reconstructing 3D Lines from 2D Lines in an Image"
Inventors: Ramalingam, Srikumar; Brand, Matthew E.
Patent No.: 9,183,635
Issue Date: Nov 10, 2015 -
Title: "System and Method for Controlling Machines According to Pattern of Contours"
Inventors: Brand, Matthew E.
Patent No.: 9,104,192
Issue Date: Aug 11, 2015 -
Title: "Method and System for Detouring Around Features Cut From Sheet Materials with a Laser Cutter According to a Pattern"
Inventors: Garaas, Tyler W; Brand, Matthew E.
Patent No.: 9,046,888
Issue Date: Jun 2, 2015 -
Title: "Method for Scheduling Cars in Elevator Systems to Minimizes Round-Trip Times"
Inventors: Brand, Matthew E.
Patent No.: 8,950,555
Issue Date: Feb 10, 2015 -
Title: "Method for Performing Image Processing Applications Using Quadratic Programming"
Inventors: Brand, Matthew E.; Chen, Dongui
Patent No.: 8,761,533
Issue Date: Jun 24, 2014 -
Title: "Method for Solving Control Problems"
Inventors: Brand, Matthew E.; Yao, Chen; Shilpiekandula, Vijay
Patent No.: 8,554,343
Issue Date: Oct 8, 2013 -
Title: "Method for Optimization Radiotherapy Particle Beams"
Inventors: Brand, Matthew E.
Patent No.: 8,492,735
Issue Date: Jul 23, 2013 -
Title: "Motion Planning for Elevator Cars Moving Independently in One Elevator Shaft"
Inventors: Brand, Matthew E.
Patent No.: 8,424,651
Issue Date: Apr 23, 2013 -
Title: "Motion Planning for Elevator Cars Moving Independently in One Elevator Shaft"
Inventors: Brand, Matthew E.
Patent No.: 8,424,650
Issue Date: Apr 23, 2013 -
Title: "Content Aware Resizing of Images and Videos"
Inventors: Brand, Matthew E.; Shamir, Ariel; Rubinstein, Michael; Avidan, Shmuel
Patent No.: 8,380,010
Issue Date: Feb 19, 2013 -
Title: "Method and System for Localizing in Urban Environments From Omni-Direction Skyline Images"
Inventors: Ramalingam, Srikumar; Brand, Matthew E.
Patent No.: 8,311,285
Issue Date: Nov 13, 2012 -
Title: "Method for Temporally Editing Video"
Inventors: Brand, Matthew E.
Patent No.: 8,290,298
Issue Date: Oct 16, 2012 -
Title: "Method for Editing Images and Videos"
Inventors: Brand, Matthew E.
Patent No.: 8,290,297
Issue Date: Oct 16, 2012 -
Title: "Method for Determining a Location From Images Acquired of an Environment with an Omni-Directional Camera"
Inventors: Ramalingam, Srikumar; Brand, Matthew E.; Bouaziz, Sofien
Patent No.: 8,249,302
Issue Date: Aug 21, 2012 -
Title: "Method and Apparatus for Touching-Up Images"
Inventors: Brand, Matthew E.; Pletscher, Patrick A.
Patent No.: 8,160,396
Issue Date: Apr 17, 2012 -
Title: "Resource Allocation for Rateless Transmissions"
Inventors: Brand, Matthew E.
Patent No.: 8,155,048
Issue Date: Apr 10, 2012 -
Title: "Method for Routing Packets in Wireless Ad-Hoc Networks withProbabilistic Delay Guarantees"
Inventors: Molisch, Andreas F.; Brand, Matthew E.; Maymounkov, Petar B.
Patent No.: 8,040,810
Issue Date: Oct 18, 2011 -
Title: "Method for Routing Packets in Ad-Hoc Networks with Partial Channel State Information"
Inventors: Molisch, Andreas F.; Brand, Matthew E.
Patent No.: 7,822,029
Issue Date: Oct 26, 2010 -
Title: "Method for Finding Minimal Cost Paths under Uncertainty"
Inventors: Nikolova, Evdokia V.; Brand, Matthew E.
Patent No.: 7,756,021
Issue Date: Jul 13, 2010 -
Title: "Method and System for Determining Instantaneous Peak Power Consumption in Elevator Banks"
Inventors: Brand, Matthew E.; Nikovski, Daniel N.
Patent No.: 7,743,890
Issue Date: Jun 29, 2010 -
Title: "Method for Finding Optimal Paths Using a Stochastic NetworkModel"
Inventors: Mitzenmacher, Michael D.; Brand, Matthew E.; Nikolova, Evdokia V.
Patent No.: 7,573,866
Issue Date: Aug 11, 2009 -
Title: "System and Method for Scheduling Elevator Cars Using Pairwise Delay Minimization"
Inventors: Nikovski, Daniel N.; Brand, Matthew E.; Ebner, Dietmar
Patent No.: 7,546,905
Issue Date: Jun 16, 2009 -
Title: "System and Method for Scheduling Elevator Cars Using Branch-and-Bound"
Inventors: Brand, Matthew E.; Nikovski, Daniel N.; Ebner, Dietmar
Patent No.: 7,484,597
Issue Date: Feb 3, 2009 -
Title: "On-Line Recommender System"
Inventors: Brand, Matthew E.
Patent No.: 7,475,027
Issue Date: Jan 6, 2009 -
Title: "Method for Generating a Low-Dimensional Representation of High-Dimensional Data"
Inventors: Brand, Matthew E.
Patent No.: 7,412,098
Issue Date: Aug 12, 2008 -
Title: "Incremental Singular Value Decomposition of Incomplete Data"
Inventors: Brand, Matthew E.
Patent No.: 7,359,550
Issue Date: Apr 15, 2008 -
Title: "Variable Multilinear Models for Facial Synthesis"
Inventors: Brand, Matthew E.
Patent No.: 7,133,048
Issue Date: Nov 7, 2006 -
Title: "Method and System for Scheduling Cars in Elevator Systems Considering Existing and Future Passengers"
Inventors: Brand, Matthew E.; Nikovski, Daniel N.
Patent No.: 7,014,015
Issue Date: Mar 21, 2006 -
Title: "Modeling Shapes, Motions, Flexions and Textures of Non-Rigid 3D Objects Directly from Video"
Inventors: Brand, Matthew E.
Patent No.: 7,006,683
Issue Date: Feb 28, 2006 -
Title: "Method for Determining Poses of Sensors"
Inventors: Brand, Matthew E.
Patent No.: 7,006,944
Issue Date: Feb 28, 2006 -
Title: "Method for Mapping High-Dimensional Samples to Reduced-Dimensional Manifolds"
Inventors: Brand, Matthew E.
Patent No.: 6,947,042
Issue Date: Sep 20, 2005 -
Title: "Rendering Deformable 3D Models Recovered from Videos"
Inventors: Brand, Matthew E.
Patent No.: 6,873,724
Issue Date: Mar 29, 2005 -
Title: "Analysis, Synthesis and Control of Data Signals with Temporal Textures Using a Linear Dynamic System"
Inventors: Brand, Matthew E.
Patent No.: 6,864,897
Issue Date: Mar 8, 2005 -
Title: "Optimal Parking of Free Cars in Elevator Group Control"
Inventors: Brand, Matthew E.; Nikovski, Daniel N.
Patent No.: 6,808,049
Issue Date: Oct 26, 2004 -
Title: "Method for Generating Realistic Facial Animation Directly from Speech Utilizing Hidden Markov Models"
Inventors: Brand, Matthew E.
Patent No.: 6,735,566
Issue Date: May 11, 2004 -
Title: "Method and System for Dynamic Programming of Elevators for Optimal Group Elevator Control"
Inventors: Brand, Matthew E.; Nikovski, Daniel N.
Patent No.: 6,672,431
Issue Date: Jan 6, 2004 -
Title: "Method for Acquiring Static and Dynamic Super-Resolution Texture Maps from Video"
Inventors: Brand, Matthew E.
Patent No.: 6,650,335
Issue Date: Nov 18, 2003 -
Title: "Method for Designing Optimal Single Pointer Predictive Keyboards and Apparatus Therefore"
Inventors: Brand, Matthew E.
Patent No.: 6,646,572
Issue Date: Nov 11, 2003 -
Title: "Method for Predicting Keystroke Characters on Single Pointer Keyboards and Apparatus Therefore"
Inventors: Brand, Matthew E.
Patent No.: 6,621,424
Issue Date: Sep 16, 2003 -
Title: "Method for Inferring Target Paths from Related Cue Paths"
Inventors: Brand, Matthew E.
Patent No.: 6,459,808
Issue Date: Oct 1, 2002 -
Title: "System for Having Concise Models from a Signal Utilizing a Hidden Markov Model"
Inventors: Brand, Matthew E.
Patent No.: 6,212,510
Issue Date: Apr 3, 2001 -
Title: "Markov Model Discriminator Using Negative Examples"
Inventors: Brand, Matthew E.
Patent No.: 6,112,021
Issue Date: Aug 29, 2000
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Title: "Machine Learning via Double Layer Optimization"