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Dr Souvik Roy

[Dr Souvik Roy]

Assistant Professor, Mathematics
Last Updated: July 28, 2021
about me

Research Interests

Research Interests

My primary research interests are:

1) PDE optimal control in health sciences: (a) In the field of medical imaging, I have developed optimal control frameworks for efficient reconstruction of physical properties arising in various imaging modalities such as electrical impedance tomography, current density impedance imaging, photoacoustic tomography and other hybrid imaging modalities that are modeled by partial differential equations (PDE).

(b) In fluid flows, I have used optical flow tracer techniques to determine the fluid velocities. Such a method has applications in motion tracking and cloud motion.

(c) I have developed PDE frameworks for optimal control of stochastic processes leading to Liouville and Fokker Planck equations, that model collective motion and traffic flows. Such frameworks are theoretically and computationally very extensive and robust.

(d) I am currently working on using PDE optimal control methods to devise efficient treatments of cancer. Such a process involves modeling the cancer dynamics using PDEs known as quantitative systems pharmacology (QSP) and estimating parameters using optimal control techniques.

2) Discontinuous Galerkin schemes for fluid flows- I have developed higher order TVD DG schemes, mainly in the finite element framework, for conservation laws.

3) Shape optimization- I have worked on shape optimization problems related to placement of obstacles to optimize the Dirichlet eigenvalues. Such methods have applications in design of musical instruments and optimal accelerator cavities, building non-resonant structures.


Research Keywords

Research Keywords
partial differential equations, optimal control, medical imaging, cancer, inverse problems

Teaching Interests

Teaching Interests
Imparting the knowledge of mathematics in an efficient way, is an elegant art that requires experience and high quality skill. While the process of reading theorems and proofs in books and papers are important and valuable, the real learning comes from solving mathematical problems, discussing solutions with peers and hands on exercises. This is achieved through classroom coaching, and, thus, the role of a teacher becomes crucial. While teaching, I view my role as a mentor facilitating this process. Through my relatively diverse teaching experience, I have tried my best to create a platform where the process of learning ignites and nurture the passion of students' development, providing help in terms of acquiring proficient knowledge, state-of-the-art techniques, and above all encourage the students.

My primary goal in teaching is not just to enhance the ability to grasp the subject matter. I try to help the students learn to think logically, learn problem-solving methods and techniques, develop a passion for the subject and most importantly express themselves better by helping them improve writing skills because a good collaborative work and progress of the subject requires good communication of one's own thought. In addition, I try to help students see the course material in a global context by requiring them to knit together various concepts of the course and apply them in real applications. This enables students to share their research with people from other fields, leading to development of new ideas.

Biography

Biography


Hi, I am Souvik Roy. I am an assistant professor at the Department of Mathematics, UTA. I did my Ph.D. from Tata Institute of Fundamental Research, Centre for Applicable Mathematics, Bangalore, India in 2015. My specializations include partial differential equations (PDE) optimal control in medical imaging and health sciences, with particular applications in detection and treatment of cancer.

Appointments

Appointments

    • Sept 2018 to Present Assistant Professor
      Mathematics, University of Texas at Arlington (Arlington, TX, United States)
    • Mar 2018 to July 2018 Visiting researcher
      Mathematics, Tata Institute of Fundamental Research, Centre for Applicable Mathematics (Bangalore, India)
    • Sept 2016 to Sept 2017 Postdoctoral Fellow
      Mathematics, University of Wurzburg (Wurzburg, Germany)
    • Feb 2016 to Aug 2016 Postdoctoral Fellow
      Mathematics, International Centre for Theoretical Sciences (Bangalore, India)
    • July 2015 to Dec 2015 Postdoctoral Fellow
      Mathematics, University of Wurzburg (Wurzburg, Germany)
    • Jan 2015 to May 2015 Postdoctoral Fellow
      Mathematics, University of Texas at Arlington (Arlington, TX, United States)

Memberships

    • Aug 2018 to Present Mathematical Association of America
      Member
      The goal of the MAA is to promote understanding and advances in the field of mathematics, and its broader impact on the world.
    • May 2016 to Present Indian Society of Industrial and Applied Mathematics
      Member
      It aims at promoting teaching and research of industrial and applied mathematics. It is also focused on creating environment for working in emerging areas of mathematical sciences having great potentiality of applications.

Awards and Honors

    •  2019 Certified Leader in Education sponsored by NRI Welfare Society of India and Association of Leaders in Education
    •  2019 University of Texas at Arlington Freshman Leaders on Campus Honored Professor sponsored by University of Texas at Arlington
    •  2017 HC Orsted COFUND MARIE-CURIE fellowship (not accepted fellowship due to UTA job offer) sponsored by Marie-Curie actions
    • Sep  2016 Postdoctoral fellowship sponsored by DFG
    • May  2016 IFCAM fellowship sponsored by IFCAM
    • Jul  2015 Postdoctoral fellowship sponsored by Marie-Curie actions
    • Oct  2014 DAAD visiting scholar grant sponsored by DAAD
    • May  2013 Parrot A.R. Drone sponsored by AIRBUS

News Articles

News Articles

    • Feb 2018 Science Trends
      Transportation is a complex and precise job and thus it becomes essential to study various methods and strategies of time-effective transportation with minimal effort. This need leads to the concept of optimal transportation that is the focus of the mathematical theory of transport. Pursuing this challenge, a new computational framework is developed for solving the Liouville control problems.
    • Sept 2017 Eureka Alert
      "We all know the situation: You walk across a square and another pedestrian is walking towards you. Now if neither of you changes course, a collision is inevitable. For a long time, researchers have been grappling with the question of how people behave in such situations. Knowing this is important when it comes to optimising the design of public squares with regard to traffic or creating escape routes that fulfil their purpose even in the event of a mass panic. Mathematicians from the universities in Würzburg and Nice have now presented a new solution approach to this problem."
    • Sept 2017 PHYS ORG
      How do pedestrians behave in a large crowd? How do they avoid collisions? How can their paths be modeled? A new approach developed by mathematicians from Würzburg and Nice provides answers to these questions.
    • Sept 2017 Science Daily
      "How do pedestrians behave in a large crowd? How do they avoid collisions? How can their paths be modeled? A new approach developed by mathematicians provides answers to these questions."
    • Sept 2017 N+1
      The movement of pedestrians was described with the help of game theory.
    • Sept 2017 Jura Forum
      "How do pedestrians behave in a large crowd? How do they avoid collisions? How can their paths be modeled? A new approach developed by mathematicians provides answers to these questions."

Support & Funding

Support & Funding

This data is entered manually by the author of the profile and may duplicate data in the Sponsored Projects section.
    • Sept 2021 to Aug 2022 A Data-Driven Computational Pharmacokinetic Framework for EGFR-Targeting Therapy in Esophegeal Cancer sponsored by  -  $20000
      (Funded)
    • Sept 2019 to Aug 2021 Data-driven QSP software for personalized colon cancer treatment sponsored by  -  $116160
      (Funded)

Publications


      2020
      • Journal Article
        A numerical investigation of Brockett's ensemble optimal control problems
        [Bartsch, Jan, Borzi, Alfio, Fanelli, Francesco, Roy, Souvik].
      • Journal Article
        A second-order nonstandard theta method for autonomous differential equations
        [Kojouharov, Hristo, Roy, Souvik, Gupta, Madhu , Alalhareth, Fawaz, Slezak, JohnM]. Applied Mathematics Letters. 112, 106775.
      • Journal Article
        A sparsity-based Fokker-Planck optimal control framework for modeling traffic flows
        [Roy, Souvik]. AIP Conference Proceedings. 2302(110007),
      • Journal Article
        A sparsity-based nonlinear reconstruction method for two-photon photoacoustic tomography
        [Gupta, Madhu, Mishra, RohitKumar, Roy, Souvik].
      • Journal Article
        How to place an obstacle having a dihedral symmetry centered at a given point inside a disk so as to optimize the fundamental Dirichlet eigenvalue.
        [Chorwadwala, AnisaMH, Roy, Souvik]. Journal of Optimization Theory and Applications. 184(1), 162-187. "Springer US".
      • Journal Article
        Numerical inversion and uniqueness of a spherical Radon transform restricted with a fixed angular span
        [Gouia-Zarrad, Rim, Roy, Souvik, Moon, Sunghwan].
      • Journal Article
        On the estimation of destructive cure rate model: a new study with exponentially weighted Poisson competing risks
        [Pal, Suvra, Roy, Souvik].
      • Journal Article
        Second-order modified nonstandard Runge-Kutta and theta methods for one-dimensional autonomous differential equations
        [Gupta, Madhu, Slezak, JohnM, Alalhareth, Fawaz, Roy, Souvik, Kojouharov, Hristo].
      • Journal Article
        Second-order modified positive and elementary stable nonstandard numerical methods for one-dimensional autonomous differential equations
        [Alalhareth, Fawaz, Slezak, JohnM, Gupta, Madhu, Roy, Souvik, Kojouharov, Hristo].
      • Journal Article
        Second-order nonstandard explicit Euler method
        [Gupta, Madhu , Alalhareth, Fawaz , Slezak, JohnM, Roy, Souvik, Kojouharov, Hristo]. AIP Conference Proceedings. 2302(110003),
      • Journal Article
        Sparse reconstruction of log-conductivity in current density impedance tomography
        [Gupta, Madhu, Mishra, RohitKumar, Roy, Souvik]. Journal of Mathematical Imaging and Vision. 62, 189-205. "Springer".
      • Journal Article
        A new non-linear conjugate gradient algorithm for destructive cure rate model and a simulation study: illustration with negative binomial competing risks
        [Pal, Suvra, Roy, Souvik]. Communications in Statistics - Simulation and Computation. DOI: http://dx.doi.org/10.1080/03610918.2020.1819321

      2019
      • Journal Article
        A theoretical investigation of Brockett's ensemble optimal control problems
        [Bartsch, Jan, Borzi, Alfio, Fanelli, Francesco, Roy, Souvik]. Calculus of Variations and Partial Differential Equations. 58(162), 34. "Elsevier".

      2018
      • Journal Article
        A Fokker--Planck approach to control collective motion
        [Roy, Souvik, Annunziato, Mario, Borzi, Alfio, Klingenberg, Christian]. Computational Optimization and Applications. 69(2), 423--459. "Springer US".
      • Journal Article
        A fully non-linear optimization approach to acousto-electric tomography.
        [Adesokan, BolajiJ, Knudsen, Kim, Krishnan, VenkateswaranP, Roy, Souvik]. Inverse Problems. 34(104004), "IOP Publishing".
      • Journal Article
        A new optimization approach to sparse reconstruction of log-conductivity in acousto-electric tomography
        [Roy, Souvik, Borzi, Alfio]. SIAM Journal on Imaging Sciences. 11(2), 1759--1784. "Society for Industrial and Applied Mathematics".
      • Journal Article
        Image reconstruction from radially incomplete spherical Radon data
        [Ambartsoumian, Gaik, Gouia-Zarrad, Rim, Krishnan, VenkateswaranP, Roy, Souvik]. European Journal of Applied Mathematics. 29(3), 470--493. "Cambridge University Press".

      2017
      • Journal Article
        A variational approach to estimate incompressible fluid flows.
        [Chandrashekar, Praveen, Roy, Souvik, Murthy, ASVasudeva]. Proceedings of Mathematical Sciences, Springer. 127(1), 175--201.
      • Journal Article
        Numerical investigation of a class of Liouville control problems
        [Roy, Souvik, Borzi, Alfio]. Journal of Scientific Computing. 73(1), 178--202. "Springer US".
      • Journal Article
        Pedestrian motion modeled by FP-constrained Nash games
        [Roy, Souvik, Borzi, Alfio, Habbal, Abderrahmane]. Royal Society Open Science. 4(9), 170648. "Royal Society".

      2016
      • Journal Article
        A Fokker--Planck feedback control-constrained approach for modelling crowd motion
        [Roy, Souvik, Annunziato, Mario, Borzi, Alfio]. Journal of Computational and Theoretical Transport. 45(6), 442--458. "Taylor \& Francis".
      • Journal Article
        Numerical inversion of a broken ray transform arising in single scattering optical tomography
        [Ambartsoumian, Gaik, Roy, Souvik]. IEEE Transactions on Computational Imaging. 2(2), 166--173. "IEEE".

      2015
      • Journal Article
        A variational approach to optical flow estimation of unsteady incompressible flows
        [Roy, Souvik, Chandrashekar, Praveen, Murthy, ASVasudeva]. International Journal of Advances in Engineering Sciences and Applied Mathematics, Springer. 7(3), 149--167.
      • Journal Article
        An efficient numerical algorithm for the inversion of an integral transform arising in ultrasound imaging
        [Roy, Souvik, Krishnan, VenkateswaranP, Chandrashekar, Praveen, Murthy, ASVasudeva]. Journal of Mathematical Imaging and Vision. 53(1), 78--91. "Springer".

      2019
      • Conference Proceeding
        Automatic segmentation and 3D visualization of pelvic mesh using mathematical modelling and machine learning techniques in MRI,
        [Ambartsoumian, Gaik, Roy, Souvik, Khatri, Gaurav, Zimmern, Phillipe]. Neurology and Urodynamics, ICS 49th Annual Meeting. 38, S54-S55.

      2011
      • Conference Proceeding
        Bubble drag coefficient formulation and stability analysis for multiphase-turbomachinery problems (Shear flow/breakup GE2)
        [Sharma, Gaurav, Roy, Souvik]. Modeling week and study group meeting on industrial problems, Supercomputer Education Research Center, India. 58-73.
      • Conference Proceeding
        Fish Feeding
        [Lacey, Andrew , Vasudeva Murthy, A.S., Roy, Souvik, Dasgupta, ArnabJyoti]. Modeling week and study group meeting on industrial problems, Supercomputer Education Research Center, India. 32-55.

      2020
      • Research Report
        Personalized prediction of treatment response for peritoneal carcinomatosis via a hybrid mechanistic/AI approach
        [Chan, Carlos , Dabagh, Mahsa, Fuller, Gosline, Sara, Roy, Souvik]. "NCI-NIH Innovation Lab".

Presentations

    •  2020
      Roy, Souvik, "A new nonlinear sparse optimization framework for ultrasound-modulated optical tomography", Online. ( , 2020).
    •  2020
      Roy, Souvik, "A Pontryagin maximum principle based Fokker-Planck approach to control traffic motion", Online. ( , 2020).
    •  2020
      Roy, Souvik, "Personalized prediction of treatment response for peritoneal carcinomatosis via a hybrid mechanistic/AI approach", Online. ( , 2020).
    •  2020
      Roy, Souvik, "Reconstruction of sparse log-conductivity in current density impedance imaging", Online. ( , 2020).
    •  2019
      Roy, Souvik, "A Fokker-Planck approach to control crowd motion", Hawaii, USA. ( , 2019).
    •  2019
      Roy, Souvik, "A fully non-linear optimization approach for acousto-electric tomography", University of Texas, Dallas. ( , 2019).
    •  2019
      Roy, Souvik, "A Nash games framework to control pedestrian behavior", University of Nice, France. ( , 2019).
    •  2019
      Roy, Souvik, "A new non-linear optimization framework for acousto-electric tomography", University of Grenoble, France. ( , 2019).
    •  2019
      Roy, Souvik, "Controlling pedestrian motion through a Nash games framework", Mathematical Association of America, University of Texas at Arlington. ( , 2019).
    •  2019
      Shahriyari, Leili (Author & Presenter), Roy, Souvik (Author), Pal, Suvra (Author), "Developing data-driven models for obtaining personalized cancer treatments", National Institutes of Health. ( , 2019).
    •  2019
      Roy, Souvik, " Reconstruction of sparse log-conductivity in current density impedance imaging", TIFR-CAM, India. ( , 2019).
    •  2018
      Roy, Souvik, "A Fokker-Planck Nash differential game to model crowd motion with avoidance", American University of Sharjah, UAE. ( , 2018).
    •  2018
      Roy, Souvik, "A Fokker-Planck Nash differential game to model crowd motion with avoidance", DTU, Denmark. ( , 2018).
    •  2018
      Roy, Souvik, "An introduction to linear ordinary differential equations and some numerical methods", American University of Sharjah, UAE. ( , 2018).
    •  2018
      Roy, Souvik, "Inverse problems and PDE-constrained optimization", University of Texas at Arlington. ( , 2018).
    •  2018
      Roy, Souvik, "Math: A boon or a curse", University of Texas at Arlington. ( , 2018).
    •  2018
      Roy, Souvik, "Non-linear optimization methods for acousto-electric tomography", TIFR-CAM, India. ( , 2018).
    •  2017
      Roy, Souvik, "A novel numerical method for a class of Liouville control problems,", OCIP, Munich, Germany. ( , 2017).
    •  2017
      Roy, Souvik, "Numerical inversion of a broken ray transform arising in SSOT,", RICAM, Linz, Austria. ( , 2017).
    •  2017
      Roy, Souvik, "Numerical investigation of a class of Liouville control problems", University of Nice, France. ( , 2017).
    •  2016
      Roy, Souvik, "A Fokker-Planck approach to control collective motion", ICTS-TIFR, India. ( , 2016).
    •  2016
      Roy, Souvik, "Error estimates for Sanders third order accurate TVD scheme for scalar conservation laws in 1D", TIFR-CAM, India. ( , 2016).
    •  2016
      Roy, Souvik, "Inversion of a spherical Radon transform in a spherical shell", DTU, Denmark. ( , 2016).
    •  2016
      Roy, Souvik, "Inversion of a spherical Radon transform in a spherical shell", Turkey. ( , 2016).
    •  2016
      Roy, Souvik, "Numerical inversion of a broken ray transform arising in single scattering optical tomography", ICTS-TIFR, India. ( , 2016).
    •  2016
      Roy, Souvik, "Numerical inversion of a broken ray transform arising in SSOT", ICTS-TIFR, India. ( , 2016).
    •  2015
      Borzi, Alfio (Author & Presenter), Roy, Souvik (Author), "A Fokker-Planck approach to control pedestrian motion ", Taormina, Italy. ( , 2015).
    •  2015
      Roy, Souvik, "Inverse problems in imaging", UTA. ( , 2015).
    •  2014
      Roy, Souvik, "A DG vorticity-velocity formulation for incompressible 2D Euler flow", IISER-Pune, India. ( , 2014).
    •  2014
      Roy, Souvik (Author & Presenter), "A variational approach to flow estimation of unsteady incompressible flows", TIFR-CAM, India. ( , 2014).
    •  2014
      Roy, Souvik (Author & Presenter), "Efficient numerical reconstruction from partial Radon data in imaging", RICAM, Linz, Austria. ( , 2014).
    •  2013
      Roy, Souvik, "Optimal control approach for estimation of incompressible fluid flows", India. ( , 2013).

Students Supervised

    • Present
      Graduate Supervised Research
      Hussein Ed Duweh, (Mathematics)
      Liouville optimal control frameworks for modeling dynamics and androgen deprivation therapies in prostate cancer
    • Present
      Graduate Supervised Research
      Mesfer Alajmi, (Mathematics)
      A game theoretic approach for modeling and assessing virotherapy-based treatments in hematologic cancers
    • Present
      Undergraduate Supervised Research
      Juan Villegas Padilla, (Mathematics)
    • Present
      Graduate Supervised Research
      Asma Alghamdi, (Mathematics)
      Modeling of HIV dynamics and associated antiretroviral therapies using optimal control frameworks
    • Present
      Undergraduate Supervised Research
      Susanth Kakarla, (Computer Science and Engineer)
    • Present
      Undergraduate Supervised Research
      Achyuth Manoj, (Physics)
    • Present
      Graduate Supervised Research
      Madhu Gupta, (Mathematics)
      Sparsity-based hybrid imaging and Fokker-Planck optimal control frameworks for detection and treatment of esophageal cancer.
    • Oct 2020
      Postdoctoral Research Supervision
      Rohit Mishra, (Mathematics)
    • Sept 2020
      Doctoral Comprehensive Exam Committee Member
      Mohammed Alharbi, (Mathematics)
    • Aug 2020
      Dissertation Committee Co-Chair
      John Montalbo, (Mathematics)
    • Aug 2020
      Dissertation Committee Member
      Zachry Engel, (Mathematics)
    • Aug 2020
      Doctoral Comprehensive Exam Committee Member
      Pei Wang, (Mathematics)
    • July 2020
      Graduate Supervised Research
      John Montalbo, (Mathematics)
      Inverse problems and forward propagation of optical flow
    • Feb 2020
      Doctoral Comprehensive Exam Committee Member
      Zachry Engel, (Mathematics)
    • Aug 2019
      Doctoral Comprehensive Exam Committee Member
      John Montalbo, (Mathematics)
    • May 2019
      Undergraduate Honors Activities
      Jared Jeffries,
    • May 2019
      Undergraduate Honors Activities
      Madelynn Wimmer,
    • May 2019
      Undergraduate Honors Activities
      Philip Adams,
    • Apr 2019
      Master's Thesis Committee Member
      Rawan Joudeh, (Mathematics)
    • Dec 2018
      Undergraduate Honors Activities
      Achyuth Manoj,
    • Dec 2018
      Undergraduate Honors Activities
      Cameron Klein,
    • Dec 2018
      Undergraduate Honors Activities
      Irissa Lee,
    • Dec 2018
      Undergraduate Honors Activities
      Jared Jeffries,
    • Dec 2018
      Undergraduate Honors Activities
      Juan Villegas Padilla,
    • Dec 2018
      Undergraduate Honors Activities
      Kayla Robb,
    • Dec 2018
      Undergraduate Honors Activities
      Madelynn Wimmer,
    • Dec 2018
      Undergraduate Honors Activities
      Nicholas Laudermilk,
    • Dec 2018
      Undergraduate Honors Activities
      Philip Adams,
    • Mar 2018
      Other
      Jan Bartsch, The student was co-supervised with Prof. Dr. Alfio Borzi (University of Wurzburg, Germany) and Francesco Fanelli (University of Lyon, France). (Mathematics)
      Master's Thesis supervision at University of Wurzburg, Germany
      Optimal control problems governed by Liouville models-Mathematical analysis and implementation

Courses

      • MATH 3330-006 INTRO LINEAR ALG/VECTOR SPACES
        (Course Id: 108372)
        Spring - Regular Academic Session - 2021 Download Syllabus
      • MATH 5399-002 RESEARCH IN MATHEMATICS
        (Course Id: 112022)
        Spring - Regular Academic Session - 2021
      • MATH 5699-006 RESEARCH IN MATHEMATICS
        (Course Id: 112023)
        Spring - Regular Academic Session - 2021
      • MATH 5321-001 APPLD PARTIAL DIFFERENTIAL EQS
        (Course Id: 108435)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • MATH 5321-900 APPLD PARTIAL DIFFERENTIAL EQS
        (Course Id: 108435)
        Fall - Regular Academic Session - 2020 Download Syllabus
      • MATH 5699-012 RESEARCH IN MATHEMATICS
        (Course Id: 112023)
        Fall - Regular Academic Session - 2020
      • MATH 5391-004 SPECIAL TOPICS IN MATH
        (Topic: Optimal Control of PDE | Course Id: 108486)
        Fall - Regular Academic Session - 2020
      • MATH 5391-011 SPECIAL TOPICS IN MATH
        (Topic: Introduction to Optimization | Course Id: 108486)
        Fall - Regular Academic Session - 2020
      • MATH 5320-001 ORDINARY DIFFERENTIAL EQUATION
        (Course Id: 108434)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • MATH 3319-003 DIFF EQUATIONS/LINEAR ALGEBRA
        (Course Id: 108370)
        Fall - Regular Academic Session - 2019 Download Syllabus
      • MATH 2425-100 CALCULUS II
        (Course Id: 108353)
        Spring - Regular Academic Session - 2019 Download Syllabus
      • MATH 2425-101 CALCULUS II
        (Course Id: 108353)
        Spring - Regular Academic Session - 2019
      • MATH 2425-102 CALCULUS II
        (Course Id: 108353)
        Spring - Regular Academic Session - 2019
      • MATH 1426-050 CALCULUS I
        (Course Id: 108344)
        Fall - Regular Academic Session - 2018 Download Syllabus
      • MATH 1426-051 CALCULUS I
        (Course Id: 108344)
        Fall - Regular Academic Session - 2018
      • MATH 1426-052 CALCULUS I
        (Course Id: 108344)
        Fall - Regular Academic Session - 2018
      • MATH 3319-001 DIFF EQUATIONS/LINEAR ALGEBRA
        (Course Id: 108370)
        Spring - Regular Academic Session - 2015 Download Syllabus

Service to the University

    • Dec 2020 to  Present Committee Member
      College of Science Standing Committee for Diversity, Equity and Inclusion: Undergraduate Subcommittee
    • Dec 2020 to  Present Committee Member
      Preliminary A - Mathematical Analysis
    • May 2020 to  Present Committee Member
      Public Relations and Awards Committee
    • May 2019 to  Present Committee Member
      Faculty Hiring Committee
    • Jan 2019 to  Present Workshop Organizer
      Calculus Bowl
    • Dec 2020 to  Dec 2020 Conference-Related
      4th National Teacher’s Congress, Maharashtra Institute of Technology World Peace University
    • Past to  Nov 2020 Attendee, Meeting
      NSF DMS Virtual Office Hour
    • Aug 2020 to  Aug 2020 Attendee, Meeting
      NCI-NIH Innovation Lab
    • Past to  May 2020 Attendee, Meeting
      CoS NSF CAREER workshop
    • Past to  Apr 2020 Attendee, Meeting
      NSF Workshop on CAREER Proposals
    • Past to  Nov 2019 Attendee, Meeting
      NIH ITCR Teleconference, National Institutes of Health
    • Jan 2019 to  Jan 2019 Attendee, Meeting
      Professional Development Seminar on Teaching
    • Past to  Nov 2018 Attendee, Meeting
      Strategic Planning Special Session
    • Jan 2015 to  May 2015 Workshop Organizer
      Inverse Problems Seminar Series

Service to the Profession

    • Dec 2020 to  Present
      Reviewer, Journal Article
      Exploration of Targeted Anti-tumor Therapy
    • 2020 to  Present
      Reviewer, Journal Article
      AMS Mathematical Reviews
    • 2020 to  Present
      Reviewer, Journal Article
      Automatica
    • 2020 to  Present
      Reviewer, Journal Article
      IMA Journal of Applied Mathematics
    • 2020 to  Present
      Reviewer, Journal Article
      International Journal of Computer Mathematics
    • 2020 to  Present
      Reviewer, Journal Article
      Zentalblatt MATH
    • 2019 to  Present
      Reviewer, Journal Article
      Applied Mathematical Modeling
    • 2019 to  Present
      Reviewer, Journal Article
      IEEE Signal Processing Letters
    • 2019 to  Present
      Reviewer, Journal Article
      SIAM Journal on Scientific Computing
    • 2018 to  Present
      Reviewer, Journal Article
      Inverse Problems
    • 2018 to  Present
      Reviewer, Journal Article
      Journal of Ramanujan Mathematical Society
    • 2018 to  Present
      Reviewer, Textbook
      SIAM Book Reviews
    • 2016 to  Present
      Reviewer, Journal Article
      Applied Mathematics
    • 2016 to  Present
      Reviewer, Journal Article
      Inverse Problems in Science and Engineering
    • 2016 to  2016
      Session Chair
      Inverse Problems Modeling and Simulation