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  • Feb
    15

    SPREE Seminar Series - Arif Masud

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM A230, Technological Institute

    EVENT DETAILS

    A New Class of Numerical Methods with Embedded Computational Intelligence for Coupled Field Problems and Discrepancy Modeling

    Abstract:

    This talk presents a systematic procedure for building computational intelligence in the modeling and simulation methods for multifield problems in science and engineering. A multiscale decomposition of the unknown fields into coarse and fine scales leads to two coupled system of equations that describe physics at the global and the local levels. Employing discontinuous functions in this framework results in Variational Multiscale Discontinuous Galerkin (VMDG) class of methods for mathematically non-smooth problems with weak and strong discontinuities and internal constraints. The fine-scale equations in the VMDG method are endowed with adjoint-based error estimation feature which concurrently quantifies the unresolved part of physics as a function of the residual of the Euler-Lagrange equations. Fine-scale models for this missing part of physics are derived and variationally embedded in the coarse-scale equations. This modelling step builds computational intelligence in the numerical method that adapts locally in space and time to yield solutions that possess enhanced stability and accuracy. Mathematical structure of the VMDG formalism is exploited for discrepancy modeling wherein physics-based models are augmented via variationally derived loss functions that penalize the difference between the computed quantities and the measured sensor data. The structure of the derived kernel functions provides ideas for the integration of machine learning approaches in the modeling methods.

    The VMDG method is extended to material and geometric nonlinearity and applied to layered additive manufacturing. A thermodynamically consistent constitutive model that emanates from mixture theory is employed for 3D printing with materials that undergo thermo-chemo-mechanical curing. One-sided VMDG formalism leads to Immersed Boundary Method for weak enforcement of Dirichlet boundary conditions on immersed surfaces that traverse through the computational grids. These ideas are further explored in the context of fluid mechanics to show the generality of the proposed methods and their range of application to problems of contemporary interest in science and engineering.

    Bio:

    Arif Masud is John and Eileen Blumenschein Professor of Mechanics and Computations in the Department of Civil and Environmental Engineering, and the Department of Aerospace Engineering, at the University of Illinois at Urbana-Champaign. He also holds joint appointment as Professor of Biomedical and Translational Sciences in the Carle-Illinois College of Medicine. Dr. Masud has made fundamental and pioneering contributions to the development of Variational Multiscale (VMS) Methods for fluid and solid mechanics. He is the President of the Society of Engineering Science (SES) for 2023 and is the Vice-President of the Engineering Mechanics Institute (EMI) of ASCE. He has served as the Associate Editor (AE) of the ASCE Journal of Engineering Mechanics, and AE of the ASME Journal of Applied Mechanics. Dr. Masud was Chair of the Computational Mechanics Committee of ASCE, and Chair of the Fluid Mechanics Committee of ASME. He is an Associate Fellow of AIAA, and Fellow of USACM, IACM, AAM, ASME, EMI, and SES. Prof Masud was awarded the 2019 G.I. Taylor Medal by SES, and the 2022 Ted Belytschko Applied Mechanics Award by AMD-ASME for fundamental contributions to the Theory of Stabilized and Variational Multiscale Methods in Computational Mechanics.

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    TIME Wednesday, February 15, 2023 at 11:00 AM - 12:00 PM

    LOCATION A230, Technological Institute    map it

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    CONTACT Stephanie Lukas    stephanie.lukas@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • Apr
    19

    EES Seminar Series- Water Treatment Materials and Membranes- Chris Arnusch

    McCormick - Civil and Environmental Engineering (CEE)

    2:00 PM A236, Technological Institute

    EVENT DETAILS

    TIME Friday, April 19, 2024 at 2:00 PM - 3:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • Apr
    22

    AED/MPM PD Seminar Series- Luke Leung

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM 1101, Pancoe-NSUHS Life Sciences Pavilion

    EVENT DETAILS

    TIME Monday, April 22, 2024 at 11:00 AM - 12:00 PM

    LOCATION 1101, Pancoe-NSUHS Life Sciences Pavilion    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • Apr
    24

    SPREE Seminar Series - From Dots In Space To Space-Time-Magnitude Connections: Evolution of Energy Release Research As Applied to Damage Mechanics and Induced Seismicity- Jesse Hampton

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM A236, Technological Institute

    EVENT DETAILS

    TIME Wednesday, April 24, 2024 at 11:00 AM - 12:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • Apr
    26

    EES Seminar Series- Kaize Ding

    McCormick - Civil and Environmental Engineering (CEE)

    2:00 PM A236, Technological Institute

    EVENT DETAILS

    TIME Friday, April 26, 2024 at 2:00 PM - 3:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    1

    SPREE Seminar Series- Roman Makhenko

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM A236, Technological Institute

    EVENT DETAILS

    TIME Wednesday, May 1, 2024 at 11:00 AM - 12:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    3

    EES Seminar Series- X-ray fluorescence microscopy for life and environmental studies at the Advanced Photon Source- Si Chen

    McCormick - Civil and Environmental Engineering (CEE)

    2:00 PM A236, Technological Institute

    EVENT DETAILS

    TIME Friday, May 3, 2024 at 2:00 PM - 3:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    6

    AED/MPM PD Seminar Series- Steve Nargang

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM 1101, Pancoe-NSUHS Life Sciences Pavilion

    EVENT DETAILS

    TIME Monday, May 6, 2024 at 11:00 AM - 12:00 PM

    LOCATION 1101, Pancoe-NSUHS Life Sciences Pavilion    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    8

    SPREE Seminar Series- Investigating Single & Multi-Component Polymer Grafted Nanoparticles using Molecular Modelling- Subhadeep Pal

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM A236, Technological Institute

    EVENT DETAILS

    TIME Wednesday, May 8, 2024 at 11:00 AM - 12:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    8

    Extending Care: A Conversation about Conservation and Futurity

    Block Museum of Art

    6:00 PM Block Museum of Art, Mary and Leigh

    EVENT DETAILSmore info

    TIME Wednesday, May 8, 2024 at 6:00 PM - 7:30 PM

    LOCATION Block Museum of Art, Mary and Leigh    map it

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    CONTACT Block Museum of Art    block-museum@northwestern.edu EMAIL

    CALENDAR Block Museum of Art

  • May
    10

    EES Seminar Series- Phosphorous Recycling- Jade Basinski

    McCormick - Civil and Environmental Engineering (CEE)

    2:00 PM A236, Technological Institute

    EVENT DETAILS

    TIME Friday, May 10, 2024 at 2:00 PM - 3:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    13

    AED/MPM PD Seminar Series- Albert Mena & Maya Stuhlbarg

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM 1101, Pancoe-NSUHS Life Sciences Pavilion

    EVENT DETAILS

    TIME Monday, May 13, 2024 at 11:00 AM - 12:00 PM

    LOCATION 1101, Pancoe-NSUHS Life Sciences Pavilion    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    15

    SPREE Seminar Series- Understanding Heat Transport at Grain Boundaries Through High Resolution Imaging- Elenora Isotta

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM A236, Technological Institute

    EVENT DETAILS

    TIME Wednesday, May 15, 2024 at 11:00 AM - 12:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    17

    EES Seminar Series- Dave Lampert

    McCormick - Civil and Environmental Engineering (CEE)

    2:00 PM A236, Technological Institute

    EVENT DETAILS

    TIME Friday, May 17, 2024 at 2:00 PM - 3:00 PM

    LOCATION A236, Technological Institute    map it

    ADD TO CALENDAR

    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    20

    AED/MPM PD Seminar Series- Andres Marulanda Escobar

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM 1101, Pancoe-NSUHS Life Sciences Pavilion

    EVENT DETAILS

    TIME Monday, May 20, 2024 at 11:00 AM - 12:00 PM

    LOCATION 1101, Pancoe-NSUHS Life Sciences Pavilion    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    22

    SPREE Seminar Series- Mechanism-Based Multi-Scale Models for Damage and Failure in Heterogeneous Materials- Kedar Kirane

    McCormick - Civil and Environmental Engineering (CEE)

    11:00 AM A236, Technological Institute

    EVENT DETAILS

    TIME Wednesday, May 22, 2024 at 11:00 AM - 12:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • May
    24

    EES Seminar Series- PFAS Characterization- Gordon Getzinger

    McCormick - Civil and Environmental Engineering (CEE)

    2:00 PM A236, Technological Institute

    EVENT DETAILS

    TIME Friday, May 24, 2024 at 2:00 PM - 3:00 PM

    LOCATION A236, Technological Institute    map it

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • Jun
    6

    CEE Department Graduation Recognition and Ceremony

    McCormick - Civil and Environmental Engineering (CEE)

    4:00 PM 1702 Chicago Ave

    EVENT DETAILS

    TIME Thursday, June 6, 2024 at 4:00 PM - 8:00 PM

    LOCATION 1702 Chicago Ave   

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • Jun
    7

    CEE Graduating Undergraduate Celebrating

    McCormick - Civil and Environmental Engineering (CEE)

    6:00 PM 623 W Howard St

    EVENT DETAILS

    TIME Friday, June 7, 2024 at 6:00 PM - 9:00 PM

    LOCATION 623 W Howard St   

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    CONTACT Andrew Liguori    andrew.liguori@northwestern.edu EMAIL

    CALENDAR McCormick - Civil and Environmental Engineering (CEE)

  • Jun
    10

    Northwestern Engineering PhD Hooding and Master's Degree Recognition Ceremony

    McCormick School of Engineering and Applied Science

    9:00 AM Welsh-Ryan Arena

    EVENT DETAILSmore info

    TIME Monday, June 10, 2024 at 9:00 AM - 11:00 AM

    LOCATION Welsh-Ryan Arena   

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    CONTACT Amy Pokrass    amy.pokrass@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Jun
    10

    Northwestern Engineering Undergraduate Convocation

    McCormick School of Engineering and Applied Science

    2:00 PM Welsh-Ryan Arena

    EVENT DETAILSmore info

    TIME Monday, June 10, 2024 at 2:00 PM - 4:00 PM

    LOCATION Welsh-Ryan Arena   

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    CONTACT Amy Pokrass    amy.pokrass@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science