Multiscale graph neural networks for accelerating phase field fracture problems
Invited Seminar, Department of Mechanical Engineering, University of Iowa, Iowa City, IA
Talks and presentations
Concurrent multiscale approach for long-time shock simulations in MPEAs
Conference presentation, 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, Vancouver, British Columbia, Canada
Authors: Agrawal V., Davis A., Hunter A., and Fensin S.J
Multiscale graph neural networks for phase field fracture predictions
Conference presentation, 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, Vancouver, British Columbia, Canada
Authors: Perera R. and Agrawal V.
Dynamic compression and characterization of FFF 17-4 PH Steel,
Conference presentation, Society of Experimental Mechanics Annual Meeting, Vancouver, Washington, USA
Authors: Sriram S., Porterfield E., Prorok B., and Agrawal V.
Studying shock propagation in high entropy alloys using concurrent multiscale approach
Conference presentation, The annual technical meeting of The Minerals, Metals, and Materials Society, Orlando, Florida, USA
Authors: Agrawal V., Davis A., Hunter A., and Fensin S.J
Accelerating fracture simulations using graph neural networks and transfer learning
Conference presentation, 17th U. S. National Congress on Computational Mechanics, Albuquerque, New Mexico, USA
Authors: Perera R. and Agrawal V.
Concurrent multiscale methods for studying shock waves in materials
Invited Seminar, Institute of Materials Science, Los Alamos National Laboratory, Los Alamos, NM
Graph neural networks assisted fracture mechanics
Invited Seminar, Department of Civil Engineering, Vanderbilt University, Nashville, TN
Accelerating fracture simulations using graph neural networks and transfer learning
Conference presentation, Mach Conference, Baltimore, Maryland, USA
Authors: Perera R. and Agrawal V.
Graph neural networks for fracture mechanics problems
Invited Seminar, Department of Mechanical Engineering, University of Washington, Seattle, WA
Moving window concurrent atomistic continuum methods for shock propagation in crystalline materials
Conference presentation, The 10th International Conference on Multiscale Materials Modeling, Baltimore, Maryland, U.S.A
Authors: Davis A. and Agrawal V.
Graph neural networks for accelerating fracture mechanics problems
Invited Seminar, Institute of Materials Science, Los Alamos National Laboratory, Los Alamos, NM
Moving window methods to model long time shock propagation using concurrent atomistic continuum method
Conference presentation, 19th U.S. National Congress on Theoretical and Applied Mechanics, Austin, Texas, U.S.A
Authors: Davis A., Lloyd J.T., and Agrawal V.
Graph neural network for emulating multiple crack propagation and coalescence in brittle materials
Conference presentation, 19th U.S. National Congress on Theoretical and Applied Mechanics, Austin, Texas, U.S.A
Authors: Perera R., Guzzetti D., and Agrawal V.
Machine learning assisted damage prediction and material design
Invited Seminar, Department of Mechanical and Aerospace Engineering, University of Colorado at Colorado Springs, Colorado Springs, CO
Multiscale mechanics of materials: from atoms to planets
Invited Seminar, Department of Aerospace Engineering, Indian Institute of Technology Bombay, Mumbai, India
Multiscale mechanics of materials: from atoms to planets
Invited Seminar, Department of Aerospace Engineering, Indian Institute of Sciences, Bengaluru, India
Multiscale mechanics of materials: implication towards impact craters and planetary evolution
Invited Seminar, Department of Geosciences, Indian Institute of Technology at Kanpur, Kanpur, India
Multiscale mechanics of materials: from atoms to planets
Invited Seminar, Department of Aerospace and Mechanical Engineering, University of Colorado at Colorado Springs, Colorado Springs, CO
Multiscale mechanics of materials: implication towards crater formation and planetary evolution
Invited Seminar, Department of Geosciences, University of Bahia, Bahia, Brazil
Mechanical degradation of fiber-reinforced polymer matrix composites
Invited Seminar, Department of Applied Mechanics, Indian Institute of Technology Delhi, Delhi, India
Mechanical degradation of fiber-reinforced polymer matrix composites
Invited Seminar, Department of Aerospace Engineering, Indian Institute of Technology Bombay, Mumbai, India
Mechanical degradation of fiber-reinforced polymer matrix composites
Invited Seminar, Department of Aerospace Engineering, Indian Institute of Sciences, Bengaluru, India
Continuum damage mechanics and brittle fragmentation
Invited Seminar, Department of Mechanical and Aerospace Engineering, University of Colorado at Colorado Springs, Colorado Springs, CO
Hypervelocity impact and dynamic fragmentation of brittle materials
Invited Seminar, Department of Applied Mechanics, Indian Institute of Technology Gandhinagar, Gandhinagar, India
Hypervelocity impact and dynamic fragmentation of brittle materials
Invited Seminar, Department of Applied Mechanics, Indian Institute of Technology Delhi, Delhi, India
Energy harvesting and dynamic fragmentation
Invited Seminar, Department of Civil Engineering, Carnegie Melon University, Pittsburgh, PA