Sid Srivastava

1. mechanoChemML: A software library for machine learning in computational materials physics
   Xiaoxuan Zhang, Gregory Teichert, Zhenlin Wang, Matthew Duschenes, Siddhartha Srivastava, Elizabeth Livingston, Jamie Holber, Mostafa Shojaei, Arjun Sundararajan, Krishna Garikipati
   Computational Materials Science, 2022
   Link / Paper / Code /Expand bibtex

   @InProceedings{zhang2022mechanochemml, 
   	author = {Xiaoxuan Zhang and Gregory Teichert and Zhenlin Wang and Matthew Duschenes and Siddhartha Srivastava and Elizabeth Livingston and Jamie Holber and Mostafa Shojaei and Arjun Sundararajan and Krishna Garikipati}, 
   	title = {mechanoChemML: A software library for machine learning in computational materials physics}, 
   	booktitle = {Computational Materials Science}, 
   	year = {2022}, 
   }

2. Numerical analysis of non-local calculus on finite weighted graphs, with application to reduced-order modelling of dynamical systems
   Matthew Duschenes, Siddhartha Srivastava, Krishna Garikipati
   Computer Methods in Applied Mechanics and Engineering, 2022
   Link / Paper / Supplemental / Code /Expand bibtex

   @InProceedings{duschenes2022numerical, 
   	author = {Matthew Duschenes and Siddhartha Srivastava and Krishna Garikipati}, 
   	title = {Numerical analysis of non-local calculus on finite weighted graphs, with application to reduced-order modelling of dynamical systems}, 
   	booktitle = {Computer Methods in Applied Mechanics and Engineering}, 
   	year = {2022}, 
   }

3. Cell-to-cell variability of dynamic CXCL12-CXCR4 signaling and morphological processes in chemotaxis
   Kenneth Ho, Siddhartha Srivastava, Patrick Kinnunen, Krishna Garikipati, Gary Luker, Kathryn Luker
   biorxiv.org, 2022
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   @InProceedings{ho2022cell, 
   	author = {Kenneth Ho and Siddhartha Srivastava and Patrick Kinnunen and Krishna Garikipati and Gary Luker and Kathryn Luker}, 
   	title = {Cell-to-cell variability of dynamic CXCL12-CXCR4 signaling and morphological processes in chemotaxis}, 
   	booktitle = {biorxiv.org}, 
   	year = {2022}, 
   }

4. Ogden Material Calibration via Magnetic Resonance Cartography, Parameter Sensitivity, and Variational System Identification
   Denislav Nikolov, Siddhartha Srivastava, Bachir Abeid, Ulrich Scheven, Ellen Arruda, Krishna Garikipati, Jonathan Estrada
   Philisophical Transacations of the Royal Society A, 2022
   Link / Paper /Expand bibtex

   @InProceedings{nikolov2022ogden, 
   	author = {Denislav Nikolov and Siddhartha Srivastava and Bachir Abeid and Ulrich Scheven and Ellen Arruda and Krishna Garikipati and Jonathan Estrada}, 
   	title = {Ogden Material Calibration via Magnetic Resonance Cartography, Parameter Sensitivity, and Variational System Identification}, 
   	booktitle = {Philisophical Transacations of the Royal Society A}, 
   	year = {2022}, 
   }

5. Bandgap optimization in combinatorial graphs with tailored ground states: application in quantum annealing
   Siddhartha Srivastava, Veera Sundararaghavan
   Optimization and Engineering, 2022
   Link / Paper / Code /Expand bibtex

   @InProceedings{srivastava2022bandgap, 
   	author = {Siddhartha Srivastava and Veera Sundararaghavan}, 
   	title = {Bandgap optimization in combinatorial graphs with tailored ground states: application in quantum annealing}, 
   	booktitle = {Optimization and Engineering}, 
   	year = {2022}, 
   }

6. Graph Theoretic Algorithms Adaptable to Quantum Computing
   Siddhartha Srivastava
   Doctoral Thesis, 2021
   Link / Paper /Expand bibtex

   @InProceedings{srivastava2021graph, 
   	author = {Siddhartha Srivastava}, 
   	title = {Graph Theoretic Algorithms Adaptable to Quantum Computing}, 
   	booktitle = {Doctoral Thesis}, 
   	year = {2021}, 
   }

7. Generative and discriminative training of Boltzmann machine through Quantum annealing
   Siddhartha Srivastava, Veera Sundararaghavan
   arXiv.org, 2020
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   @InProceedings{BM, 
   	author = {Siddhartha Srivastava and Veera Sundararaghavan}, 
   	title = {Generative and discriminative training of Boltzmann machine through Quantum annealing}, 
   	booktitle = {arXiv.org}, 
   	year = {2020}, 
   }

8. A graph-theoretic approach for multiscale modeling and prediction of crack propagation in polycrystalline materials
   Siddhartha Srivastava, Mohammadreza Yaghoobi, Veera Sundararaghavan
   Journal of Fracture Mechanics, 2021
   Link / Paper /Expand bibtex

   @InProceedings{fracture, 
   	author = {Siddhartha Srivastava and Mohammadreza Yaghoobi and Veera Sundararaghavan}, 
   	title = {A graph-theoretic approach for multiscale modeling and prediction of crack propagation in polycrystalline materials}, 
   	booktitle = {Journal of Fracture Mechanics}, 
   	year = {2021}, 
   }

9. Graph Coloring Approach to Mesh Generation in Multiphase Media with Smooth Boundaries
   Siddhartha Srivastava, Veera Sundararaghavan
   American Institute of Aeronautics and Astronautics, 2020
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   @InProceedings{mesh, 
   	author = {Siddhartha Srivastava and Veera Sundararaghavan}, 
   	title = {Graph Coloring Approach to Mesh Generation in Multiphase Media with Smooth Boundaries}, 
   	booktitle = {American Institute of Aeronautics and Astronautics}, 
   	year = {2020}, 
   }

10. Primary and secondary pyroelectric effects in macro-fiber composites
    Krystal Acosta, Siddhartha Srivastava, William Wilkie, Daniel Inman
    Composites Part B: Engineering, 2019
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    @InProceedings{acosta2019primary, 
    	author = {Krystal Acosta and Siddhartha Srivastava and William Wilkie and Daniel Inman}, 
    	title = {Primary and secondary pyroelectric effects in macro-fiber composites}, 
    	booktitle = {Composites Part B: Engineering}, 
    	year = {2019}, 
    }

11. Box algorithm for the solution of differential equations on a quantum annealer
    Siddhartha Srivastava, Veera Sundararaghavan
    American Physical Society, 2019
    Link / Paper /Expand bibtex

    @InProceedings{box, 
    	author = {Siddhartha Srivastava and Veera Sundararaghavan}, 
    	title = {Box algorithm for the solution of differential equations on a quantum annealer}, 
    	booktitle = {American Physical Society}, 
    	year = {2019}, 
    }

12. Thermal conductivity of pillared graphene-epoxy nanocomposites using molecular dynamics
    Aaditya Lakshmanan, Siddhartha Srivastava, Ali Ramazani, Veera Sundararaghavan
    Applied Physics Letters, 2018
    Link / Supplemental /Expand bibtex

    @InProceedings{md, 
    	author = {Aaditya Lakshmanan and Siddhartha Srivastava and Ali Ramazani and Veera Sundararaghavan}, 
    	title = {Thermal conductivity of pillared graphene-epoxy nanocomposites using molecular dynamics}, 
    	booktitle = {Applied Physics Letters}, 
    	year = {2018}, 
    }

13. MicroFract: An image based code for microstructural crack path prediction
    Veera Sundararaghavan, Siddhartha Srivastava
    SoftwareX, 2017
    Link / Code /Expand bibtex

    @InProceedings{microfract, 
    	author = {Veera Sundararaghavan and Siddhartha Srivastava}, 
    	title = {MicroFract: An image based code for microstructural crack path prediction}, 
    	booktitle = {SoftwareX}, 
    	year = {2017}, 
    }

14. Stochastic Design Optimization of Microstructures with Utilization of a Linear Solver
    Pinar Acar, Siddhartha Srivastava, Veera Sundararaghavan
    American Institute of Aeronautics and Astronautics, 2017
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    @InProceedings{uq, 
    	author = {Pinar Acar and Siddhartha Srivastava and Veera Sundararaghavan}, 
    	title = {Stochastic Design Optimization of Microstructures with Utilization of a Linear Solver}, 
    	booktitle = {American Institute of Aeronautics and Astronautics}, 
    	year = {2017}, 
    }

15. Constitutive modelling of Rubber-like material
    Siddhartha Srivastava
    Masters thesis, 2015
    Link / Paper /Expand bibtex

    @InProceedings{srivastava2015constitutive, 
    	author = {Siddhartha Srivastava}, 
    	title = {Constitutive modelling of Rubber-like material}, 
    	booktitle = {Masters thesis}, 
    	year = {2015}, 
    }