Publications

1. Elucidating the auxetic behavior of cementitious cellular composites using finite element analysis and interpretable machine learning.

   Lyngdoh, Gideon A and Kelter, Nora-Kristin and Doner, Sami and Krishnan, NM Anoop and Das, Sumanta.
   Materials & Design, 2022

2. MatSciBERT: A materials domain language model for text mining and information extraction.

   Gupta, Tanishq and Zaki, Mohd and Krishnan, NM and others.
   npj Computational Materials, 2022

3. Extracting processing and testing parameters from materials science literature for improved property prediction of glasses.

   Zaki, Mohd and Krishnan, NM Anoop and others.
   Chemical Engineering and Processing-Process Intensification, 2022

4. Natural language processing-guided meta-analysis and structure factor database extraction from glass literature.

   Zaki, Mohd and Namireddy, Sahith Reddy and Pittie, Tanu and Bihani, Vaibhav and Keshri, Shweta Rani and Venugopal, Vineeth and Gosvami, Nitya Nand and Krishnan, NM Anoop and others.
   Journal of Non-Crystalline Solids: X, 2022

5. Learning Rigid Body Dynamics with Lagrangian Graph Neural Network.

   Bhattoo, Ravinder and Ranu, Sayan and Krishnan, NM.
   arXiv preprint arXiv:2209.11588, 2022

6. A novel method for studying the buckling of nanotubes considering geometrical imperfections.

   Anoop Krishnan, NM and Ghosh, Debraj.
   Applied Physics A, 2014

7. Confined water in layered silicates: the origin of anomalous thermal expansion behavior in calcium-silicate-hydrates.

   Krishnan, NM Anoop and Wang, Bu and Falzone, Gabriel and Le Pape, Yann and Neithalath, Narayanan and Pilon, Laurent and Bauchy, Mathieu and Sant, Gaurav.
   ACS Applied Materials & Interfaces, 2016

8. Cooling rate effects in sodium silicate glasses: Bridging the gap between molecular dynamics simulations and experiments.

   Li, Xin and Song, Weiying and Yang, Kai and Krishnan, N. M. Anoop and Wang, Bu and Smedskjaer, Morten M. and Mauro, John C. and Sant, Gaurav and Balonis, Magdalena and Bauchy, Mathieu.
   The Journal of Chemical Physics, 2017

9. Irradiation-driven amorphous-to-glassy transition in quartz: The crucial role of the medium-range order in crystallization.

   Krishnan, NM Anoop and Wang, Bu and Le Pape, Yann and Sant, Gaurav and Bauchy, Mathieu.
   Physical Review Materials, 2017

10. Effects of irradiation on albite’s chemical durability.

    Hsiao, Yi-Hsuan and La Plante, Erika Callagon and Krishnan, NM Anoop and Le Pape, Yann and Neithalath, Narayanan and Bauchy, Mathieu and Sant, Gaurav.
    The Journal of Physical Chemistry A, 2017

11. Mechanics of Metal-Nanocomposites at Multiple Length Scales: Case of Al-BNNT.

    Anoop Krishnan, NM and Ghosh, Debraj.
    Journal of Nanomechanics and Micromechanics, 2017

12. Revealing the effect of irradiation on cement hydrates: evidence of a topological self-organization.

    Krishnan, NM Anoop and Wang, Bu and Sant, Gaurav and Phillips, James C and Bauchy, Mathieu.
    ACS applied materials & interfaces, 2017

13. Enthalpy landscape dictates the irradiation-induced disordering of quartz.

    Krishnan, NM Anoop and Wang, Bu and Yu, Yingtian and Le Pape, Yann and Sant, Gaurav and Bauchy, Mathieu.
    Physical Review X, 2017

14. Origin of the Mixed Alkaline Earth Effect on the Hardness of Silicate Glasses.

    Yu, Yingtian and Krishnan, N M Anoop and Smedskjaer, Morten Mattrup and Mauro, John C and Bauchy, Mathieu.
    To be updated, 2017

15. Irradiation-driven amorphous-to-glassy transition in quartz: The crucial role of the medium-range order in crystallization.

    Krishnan, NM Anoop and Wang, Bu and Le Pape, Yann and Sant, Gaurav and Bauchy, Mathieu.
    Physical Review Materials, 2017

16. Poster (P72).

    Ravinder, R and Kumar, Rajesh and Agarwal, Manish and Krishnan, NM Anoop.
    To be updated, To be updated

17. Coaxial Boron-Nitride/Carbon Nanotubes as a Potential Replacement for Double-Walled Carbon Nanotubes for High Strain Applications.

    Chandra, Anirban and Krishnan, N M Anoop and Patra, Puneet Kumar and Ghosh, Debraj.
    Journal of Nanoscience and Nanotechnology, 2017

18. Buckling analysis of cylindrical thin-shells using strain gradient elasticity theory.

    Krishnan, NM Anoop and Ghosh, Debraj.
    Meccanica, 2017

19. Irradiation-induced topological transition in SiO2: structural signature of networks' rigidity.

    Wang, Bu and Krishnan, NM Anoop and Yu, Yingtian and Wang, Mengyi and Le Pape, Yann and Sant, Gaurav and Bauchy, Mathieu.
    Journal of Non-Crystalline Solids, 2017

20. Ion exchange strengthening and thermal expansion of glasses: Common origin and critical role of network connectivity.

    Wang, Mengyi and Wang, Bu and Krishnan, NM Anoop and Yu, Yingtian and Smedskjaer, Morten M and Mauro, John C and Sant, Gaurav and Bauchy, Mathieu.
    Journal of Non-Crystalline Solids, 2017

21. Topological control on the structural relaxation of atomic networks under stress.

    Bauchy, Mathieu and Wang, Mengyi and Yu, Yingtian and Wang, Bu and Krishnan, NM Anoop and Masoero, Enrico and Ulm, Franz-Joseph and Pellenq, Roland.
    Physical review letters, 2017

22. Effect of irradiation on silicate aggregates’ density and stiffness.

    Krishnan, NM Anoop and Le Pape, Yann and Sant, Gaurav and Bauchy, Mathieu.
    Journal of Nuclear Materials, 2018

23. Computational Studies on the Mechanics of Nanotubes and Nanocomposites.

    Krishnan, NM.
    To be updated, 2018

24. Effect of nanoscale phase separation on the fracture behavior of glasses: Toward tough, yet transparent glasses.

    Tang, Longwen and Krishnan, NM Anoop and Berjikian, Jonathan and Rivera, Jared and Smedskjaer, Morten M and Mauro, John C and Zhou, Wei and Bauchy, Mathieu.
    Physical Review Materials, 2018

25. Role of electrochemical surface potential and irradiation on garnet-type almandine’s dissolution kinetics.

    Hsiao, Yi-Hsuan and La Plante, Erika Callagon and Krishnan, NM Anoop and Dobbs, Howard A and Le Pape, Yann and Neithalath, Narayanan and Bauchy, Mathieu and Israelachvili, Jacob and Sant, Gaurav.
    The Journal of Physical Chemistry C, 2018

26. New insights into the atomic structure of amorphous TiO2 using tight-binding molecular dynamics.

    Yang, Kai and Kachmar, Ali and Wang, Bu and Krishnan, NM Anoop and Balonis, Magdalena and Sant, Gaurav and Bauchy, Mathieu.
    The Journal of Chemical Physics, 2018

27. Emerging Nano and Advanced Materials.

    Ravinder, Suresh Bishnoi and Singh, Sourabh Kumar and Singh, Hargun and Kodamana, Hariprasad and Krishnan, NM Anoop.
    To be updated, To be updated

28. Predicting the dissolution kinetics of silicate glasses using machine learning.

    Krishnan, N.M. Anoop and Mangalathu, Sujith and Smedskjaer, M. Morten and Tandia, Adama and Burton, Henry and Bauchy, Mathieu.
    Journal of Non-Crystalline Solids, 2018

29. A new transferable interatomic potential for molecular dynamics simulations of borosilicate glasses.

    Wang, Mengyi and Krishnan, NM Anoop and Wang, Bu and Smedskjaer, Morten M and Mauro, John C and Bauchy, Mathieu.
    Journal of Non-Crystalline Solids, 2018

30. Hardness of silicate glasses: Atomic-scale origin of the mixed modifier effect.

    Yu, Yingtian and Wang, Mengyi and Krishnan, NM Anoop and Smedskjaer, Morten M and Vargheese, K Deenamma and Mauro, John C and Balonis, Magdalena and Bauchy, Mathieu.
    Journal of Non-Crystalline Solids, 2018

31. The hydrophilic-to-hydrophobic transition in glassy silica is driven by the atomic topology of its surface.

    Yu, Yingtian and Krishnan, NM Anoop and Smedskjaer, Morten M and Sant, Gaurav and Bauchy, Mathieu.
    The Journal of chemical physics, 2018

32. Machine learning based prediction of dissolution kinetics in silicate glasses.

    Krishnan, NM Anoop and Mangalathu, Sujith and Smedskj{e}r, Morten Mattrup and Tandia, Adama and Bauchy, Mathieu.
    To be updated, 2018

33. The effect of irradiation on the atomic structure and chemical durability of calcite and dolomite.

    Hsiao, Yi-Hsuan and Wang, Bu and La Plante, Erika Callagon and Pignatelli, Isabella and Krishnan, NM and Le Pape, Yann and Neithalath, Narayanan and Bauchy, Mathieu and Sant, Gaurav.
    npj Materials Degradation, 2019

34. Elucidating the formation of Al--NBO bonds, Al--O--Al linkages and clusters in alkaline-earth aluminosilicate glasses based on molecular dynamics simulations.

    Ganisetti, Sudheer and Gaddam, Anuraag and Kumar, Rajesh and Balaji, Sathravada and Mather, Glenn C and Pascual, Maria J and Fabian, Margit and Siegel, Renée and Senker, Jürgen and Kharton, Vladislav V and others.
    Physical Chemistry Chemical Physics, 2019

35. Glass fracture upon ballistic impact: new insights from peridynamics simulations.

    Rivera, Jared and Berjikian, Jonathan and Ravinder, R and Kodamana, Hariprasad and Das, Sumanta and Bhatnagar, Naresh and Bauchy, Mathieu and Krishnan, NM Anoop.
    Frontiers in Materials, 2019

36. Predicting Young's modulus of oxide glasses with sparse datasets using machine learning.

    Bishnoi, Suresh and Singh, Sourabh and Ravinder, R and Bauchy, Mathieu and Gosvami, Nitya Nand and Kodamana, Hariprasad and Krishnan, NM Anoop.
    Journal of Non-Crystalline Solids, 2019

37. Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning.

    Liu, Han and Zhang, Tony and Anoop Krishnan, NM and Smedskjaer, Morten M and Ryan, Joseph V and Gin, Ste´ṕhane and Bauchy, Mathieu.
    Npj Materials Degradation, 2019

38. Development of a transferable inter-atomic potential for NABS glasses.

    Kumar, Rajesh and Ravinder, NM.
    To be updated, To be updated

39. Dynamic compressive behavior of metallic particulate-reinforced cementitious composites: SHPB experiments and numerical simulations.

    Doner, Sami and Nayak, Sumeru and Senol, Koray and Shukla, Arun and Krishnan, NM Anoop and Yilmazcoban, Ibrahim Kutay and Das, Sumanta.
    Construction and Building Materials, 2019

40. Redox sensitive self-assembling dipeptide for sustained intracellular drug delivery.

    Dhawan, Sameer and Ghosh, Sukanya and Ravinder, R and Bais, Sachendra S and Basak, Soumen and Krishnan, NM Anoop and Agarwal, Manish and Banerjee, Manidipa and Haridas, V.
    Bioconjugate chemistry, 2019

41. Predicting the Young’s Modulus of silicate Glasses using High-throughput Molecular Dynamics simulations and Machine Learning.

    Yang, Kai and Xu, Xinyi and Yang, Benjamin and Cook, Brian and Ramos, Herbert and Krishnan, NM Anoop and Smedskjaer, Morten M and Hoover, Christian and Bauchy, Mathieu.
    Scientific reports, 2019

42. Realistic atomic structure of fly ash-based geopolymer gels: Insights from molecular dynamics simulations.

    Lyngdoh, Gideon A and Kumar, Rajesh and Krishnan, NM Anoop and Das, Sumanta.
    The Journal of Chemical Physics, 2019

43. Structural percolation controls the precipitation kinetics of colloidal calcium--silicate--hydrate gels.

    Liu, Han and Tang, Longwen and Krishnan, NM Anoop and Sant, Gaurav and Bauchy, Mathieu.
    Journal of Physics D: Applied Physics, 2019

44. Evidence of a two-dimensional glass transition in graphene: Insights from molecular simulations.

    Ravinder, R and Kumar, Rajesh and Agarwal, Manish and Krishnan, NM.
    Scientific reports, 2019

45. Long-term creep deformations in colloidal calcium--silicate--hydrate gels by accelerated aging simulations.

    Liu, Han and Dong, Shiqi and Tang, Longwen and Krishnan, NM Anoop and Masoero, Enrico and Sant, Gaurav and Bauchy, Mathieu.
    Journal of colloid and interface science, 2019

46. Microstructure-guided numerical simulation to evaluate the influence of phase change materials (PCMs) on the freeze-thaw response of concrete pavements.

    Nayak, Sumeru and Krishnan, NM Anoop and Das, Sumanta.
    Construction and Building Materials, 2019

47. Fracture response of metallic particulate-reinforced cementitious composites: Insights from experiments and multiscale numerical simulations.

    Nayak, Sumeru and Krishnan, NM Anoop and Das, Sumanta.
    Cement and Concrete Composites, 2019

48. Density--stiffness scaling in minerals upon disordering: Irradiation vs. vitrification.

    Krishnan, NM Anoop and Ravinder, R and Kumar, Rajesh and Le Pape, Yann and Sant, Gaurav and Bauchy, Mathieu.
    Acta Materialia, 2019

49. Topological Control on Atomic Networks’ Relaxation Under Stress.

    Bauchy, Mathieu and Wang, Mengyi and Yu, Yingtian and Wang, Bu and Krishnan, N M Anoop and Ulm, Franz-Joseph and Pellenq, Roland.
    To be updated, To be updated

50. Effects of polydispersity and disorder on the mechanical properties of hydrated silicate gels.

    Liu, Han and Dong, Shiqi and Tang, Longwen and Krishnan, NM Anoop and Sant, Gaurav and Bauchy, Mathieu.
    Journal of the Mechanics and Physics of Solids, 2019

51. Topological optimization of cementitious binders: advances and challenges.

    Liu, Han and Du, Tao and Krishnan, NM Anoop and Li, Hui and Bauchy, Mathieu.
    Cement and Concrete Composites, 2019

52. Atomic picture of structural relaxation in silicate glasses.

    Song, Weiying and Li, Xin and Wang, Bu and Anoop Krishnan, NM and Goyal, Sushmit and Smedskjaer, Morten M and Mauro, John C and Hoover, Christian G and Bauchy, Mathieu.
    Applied Physics Letters, 2019

53. Fracture toughness of fly ash-based geopolymer gels: Evaluations using nanoindentation experiment and molecular dynamics simulation.

    Lyngdoh, Gideon A and Nayak, Sumeru and Krishnan, NM Anoop and Das, Sumanta.
    Construction and Building Materials, 2020

54. An adaptive, interacting, cluster-based model for predicting the transmission dynamics of COVID-19.

    Ravinder, R and Singh, Sourabh and Bishnoi, Suresh and Jan, Amreen and Sharma, Amit and Kodamana, Hariprasad and Krishnan, N. M. Anoop.
    Heliyon, 2020

55. Elucidating the Constitutive Relationship of Calcium--Silicate--Hydrate Gel using High Throughput Reactive Molecular Simulations and Machine Learning.

    Lyngdoh, Gideon A and Li, Hewenxuan and Zaki, Mohd and Krishnan, NM Anoop and Das, Sumanta.
    Scientific Reports, 2020

56. Drift Response Evaluation of Buckling-Restrained Braced Frames (BRBFs) under Sequential Seismic Disturbances.

    Pandikkadavath, Muhamed Safeer and Mangalathu, Sujith and Oinam, Romanbabu M and Kumar, PC Ashwin and Sahoo, Dipti Ranjan and Krishnan, NM Anoop.
    To be updated, 2020

57. Dynamics of confined water and its interplay with alkali cations in sodium aluminosilicate hydrate gel: insights from reactive force field molecular dynamics.

    Lyngdoh, Gideon A and Kumar, Rajesh and Krishnan, NM Anoop and Das, Sumanta.
    Physical Chemistry Chemical Physics, 2020

58. Hexagonal Boron Nitride: Glass Transition and Crystallization in Hexagonal Boron Nitride: Crucial Role of Orientational Order (Adv. Theory Simul. 2/2020).

    Ravinder, R and Garg, Prateet and Krishnan, NM Anoop.
    Advanced Theory and Simulations, 2020

59. Cooling rate effects on the structure of 45S5 bioglass: Insights from experiments and simulations.

    Bhaskar, Pratik and Kumar, Rajesh and Maurya, Yashasvi and Ravinder, R and Allu, Amarnath R and Das, Sumanta and Gosvami, Nitya Nand and Youngman, Randall E and Bødker, Mikkel S and Mascaraque, Nerea and others.
    Journal of Non-Crystalline Solids, 2020

60. Understanding the Compositional Control on Electrical, Mechanical, Optical, and Physical Properties of Inorganic Glasses with Interpretable Machine Learning.

    Bhattoo, Ravinder and Bishnoi, Suresh and Zaki, Mohd and Krishnan, NM.
    Understanding the Compositional Control on Electrical, Mechanical, Optical, and Physical Properties of Inorganic Glasses with Interpretable Machine Learning, To be updated

61. On the equivalence of vapor-deposited and melt-quenched glasses.

    Wang, Zhe and Du, Tao and Anoop Krishnan, NM and Smedskjaer, Morten M and Bauchy, Mathieu.
    The Journal of Chemical Physics, 2020

62. A peridynamics-based micromechanical modeling approach for random heterogeneous structural materials.

    Nayak, Sumeru and Ravinder, R and Krishnan, NM Anoop and Das, Sumanta.
    Materials, 2020

63. Understanding the role of post-indentation recovery on the hardness of glasses: Case of silica, borate, and borosilicate glasses.

    Kasimuthumaniyan, S and Reddy, Allu Amarnath and Krishnan, NM Anoop and Gosvami, Nitya Nand.
    Journal of Non-Crystalline Solids, 2020

64. Deep learning aided rational design of oxide glasses.

    Ravinder, R and Sridhara, Karthikeya H and Bishnoi, Suresh and Grover, Hargun Singh and Bauchy, Mathieu and Kodamana, Hariprasad and Krishnan, NM Anoop and others.
    Materials Horizons, 2020

65. Irradiation-induced brittle-to-ductile transition in $lpha$-quartz.

    Ravinder, R and Kumar, Abhishek and Kumar, Rajesh and Vangla, Prashanth and Krishnan, NM Anoop.
    Journal of the American Ceramic Society, 2020

66. Glass Transition and Crystallization in Hexagonal Boron Nitride: Crucial Role of Orientational Order.

    Ravinder, R and Garg, Prateet and Krishnan, NM Anoop.
    Advanced Theory and Simulations, 2020

67. Fracture toughness of fly ash-based geopolymer gels: Evaluations using nanoindentation experiment and molecular dynamics simulation.

    Lyngdoh, Gideon A and Nayak, Sumeru and Krishnan, NM Anoop and Das, Sumanta.
    Construction and Building Materials, 2020

68. Realizing cool and warm white-LEDs based on color controllable (Sr, Ba) 2 Al 3 O 6 F: Eu 2+ phosphors obtained via a microwave-assisted diffusion method.

    Ranjith, P and Sreevalsa, S and Patra, Pritha and Som, Sudipta and Menon, Ammu and Jayanthi, K and Annapurna, K and Krishnan, NM Anoop and Allu, Amarnath R and Das, Subrata.
    Physical Chemistry Chemical Physics, 2021

69. Topology-Informed Machine Learning for Predicting Glass Stiffness.

    Yang, Kai and Yang, B and Krishnan, N and Hoover, CG and Smedskj{e}r, Morten Mattrup and Bauchy, M.
    To be updated, 2021

70. The profiles of first and second SARS-CoV-2 waves in the top ten COVID-19 affected countries.

    Chhibber-Goel, Jyoti and Malhotra, Sumit and Krishnan, NM Anoop and Sharma, Amit.
    Journal of Global Health Reports, 2021

71. Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems.

    Thangamuthu, Abishek and Kumar, Gunjan and Bishnoi, Suresh and Bhattoo, Ravinder and Krishnan, NM Anoop and Ranu, Sayan.
    To be updated, To be updated

72. Role of steric repulsions on the precipitation kinetics and the structure of calcium-silicate-hydrate gels.

    Yadav, Ashish and Krishnan, NM Anoop.
    Soft Matter, 2021

73. Ionic conductivity of Na3Al2P3O12 glass electrolytes—role of charge compensators.

    Keshri, Shweta R and Ganisetti, Sudheer and Kumar, Rajesh and Gaddam, Anuraag and Illath, Kavya and Ajithkumar, Thalasseril G and Balaji, Sathravada and Annapurna, K and Nasani, Narendar and Krishnan, NM Anoop and others.
    Inorganic Chemistry, 2021

74. Effect of irradiation on the atomic structure of borosilicate glasses.

    Kumar, Rajesh and Jan, Amreen and Bauchy, Mathieu and Krishnan, NM Anoop.
    Journal of the American Ceramic Society, 2021

75. Looking through glass: Knowledge discovery from materials science literature using natural language processing.

    Venugopal, Vineeth and Sahoo, Sourav and Zaki, Mohd and Agarwal, Manish and Gosvami, Nitya Nand and Krishnan, N. M. Anoop.
    Patterns, 2021

76. Lagrangian neural network with differentiable symmetries and relational inductive bias.

    Bhattoo, Ravinder and Ranu, Sayan and Krishnan, NM.
    arXiv preprint arXiv:2110.03266, 2021

77. Machine learning-aided cost prediction and optimization in construction operations.

    Sharma, Virok and Zaki, Mohd and Jha, Kumar Neeraj and Krishnan, NM Anoop.
    Engineering, Construction and Architectural Management, 2021

78. Disorder-induced expansion of silicate minerals arises from the breakage of weak topological constraints.

    Krishnan, NM Anoop and Le Pape, Yann and Sant, Gaurav and Bauchy, Mathieu.
    Journal of Non-Crystalline Solids, 2021

79. Revealing the Compositional Control of Electrical, Mechanical, Optical, and Physical Properties of Inorganic Glasses.

    Bhattoo, Ravinder and Bishnoi, Suresh and Zaki, Mohd and Krishnan, N. M. Anoop.
    arXiv preprint arXiv:2103.12050, 2021

80. Analytical Model of the Network Topology and Rigidity of Calcium Aluminosilicate Glasses.

    Yang, Kai and Hu, Yushu and Li, Zhou and Krishnan, NM Anoop and Smedskjaer, Morten M and Hoover, Christian G and Mauro, John C and Sant, Gaurav and Bauchy, Mathieu.
    Journal of the American Ceramic Society, 2021

81. Modeling the nanoindentation response of silicate glasses by peridynamic simulations.

    Cao, Yuzhe and Kazembeyki, Maryam and Tang, Longwen and Krishnan, NM Anoop and Smedskjaer, Morten M and Hoover, Christian G and Bauchy, Mathieu.
    Journal of the American Ceramic Society, 2021

82. Stochastic buckling analysis of carbon nanotubes.

    Krishnan, N.M. Anoop and Ghosh, Debraj.
    , 2013

83. Artificial intelligence and machine learning in glass science and technology: 21 challenges for the 21st century.

    Bhattoo, Ravinder and Venugopal, Vineeth and Bishnoi, Suresh and Singh, Sourabh and Zaki, Mohd and Grover, Hargun Singh and Bauchy, Mathieu and Agarwal, Manish and Krishnan, N. M. Anoop.
    International Journal of Applied Glass Science, 2021

84. Towards understanding the scratchability in functional glasses.

    Kasimuthumaniyan, S and Gosvami, Nitya Nand and Krishnan, NM Anoop.
    Ceramics International, 2021

85. Rigidity theory of glass: Determining the onset temperature of topological constraints by molecular dynamics.

    Hu, Yushu and Liu, Zegao and Yang, Kai and Krishnan, N. M. Anoop and Smedskjaer, Morten M and Sant, Gaurav and Bauchy, Mathieu.
    Journal of Non-Crystalline Solids, 2021

86. Scalable Gaussian processes for predicting the optical, physical, thermal, and mechanical properties of inorganic glasses with large datasets.

    Bishnoi, Suresh and Ravinder, R and Grover, Hargun Singh and Kodamana, Hariprasad and Krishnan, N. M. Anoop.
    Materials Advances, 2021

87. Distinct Effects of Irradiation on the Structure and Chemical Reactivity of Silicates and Carbonates.

    La Plante, Erika Callagon and Hsiao, Yi-Hsuan and Pignatelli, Isabella and Kumar, Aditya and Krishnan, NM Anoop and Oey, Tandre and Dobbs, Howard and Yu, Yingtian and Wang, Bu and Neithalath, Narayanan and others.
    Nuclear Science and Engineering, 2022

88. Learning the Stress-Strain Fields in Digital Composites using Fourier Neural Operator.

    Rashid, Meer Mehran and Pittie, Tanu and Chakraborty, Souvik and Krishnan, NM.
    arXiv preprint arXiv:2207.03239, 2022

89. Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems.

    Bishnoi, Suresh and Bhattoo, Ravinder and Ranu, Sayan and Krishnan, NM.
    arXiv preprint arXiv:2209.10740, 2022

90. Interpretable Machine Learning Approach for Identifying the Tip Sharpness in Atomic Force Microscopy.

    Zaki, Mohd and Kasimuthumaniyan, S and Sahoo, Sourav and Gosvami, Nitya Nand and Krishnan, NM Anoop and others.
    Scripta Materialia, 2022

91. Determining the threshold displacement energy of magnesium using molecular dynamics simulations.

    Pittie, Tanu and Kunwar, Gautam and Das, Sumanta and Jain, Jayant and NM Anoop, Krishnan.
    Bulletin of Materials Science, 2022

92. Unsupervised Graph Neural Network Reveals the Structure--Dynamics Correlation in Disordered Systems.

    Bihani, Vaibhav and Manchanda, Sahil and Ranu, Sayan and Krishnan, NM.
    arXiv preprint arXiv:2206.12575, 2022

93. Chirality dependent elastic properties of single-walled boron nitride nanotubes under uniaxial and torsional loading.

    Krishnan, N M Anoop and Ghosh, Debraj.
    Journal of Applied Physics, 2014

94. Diminished Diffusion in the Aged Hydrated Gels of Irradiated Borosilicate Glasses.

    Jan, Amreen and Anoop Krishnan, NM.
    The Journal of Physical Chemistry C, 2022

95. Learning Rigid Body Dynamics with Lagrangian Graph Neural Network.

    Bhattoo, Ravinder and Ranu, Sayan and Krishnan, NM.
    arXiv preprint arXiv:2209.11588, 2022

96. DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles.

    Gupta, Tanishq and Zaki, Mohd and Krishnan, NM and others.
    arXiv preprint arXiv:2207.01079, 2022

97. Quantifying the densification and shear flow under indentation deformation in borosilicate glasses.

    Kasimuthumaniyan, Subramanian and Sahoo, Sourav and Smedskjaer, Morten M and Krishnan, Naduvath Mana Anoop and Gosvami, Nitya Nand.
    International Journal of Applied Glass Science, 2022

98. Elucidating the influence of structure and Ag+-Na+ ion-exchange on crack-resistance and ionic conductivity of Na3Al1. 8Si1. 65P1. 8O12 glass electrolyte.

    Keshri, Shweta R and Mandal, Indrajeet and Ganisetti, Sudheer and Kasimuthumaniyan, S and Kumar, Rajesh and Gaddam, Anuraag and Shelke, Ankita and Ajithkumar, Thalasseril G and Gosvami, Nitya Nand and Krishnan, NM Anoop and others.
    Acta Materialia, 2022

99. Reactive molecular simulation of shockwave propagation in calcium--silicate--hydrate gels.

    Bihani, Vaibhav and Yadav, Ashish and Krishnan, NM Anoop.
    Journal of Non-Crystalline Solids, 2022

100. Topological Constraint Theory of Glass: Counting Constraints by Molecular Dynamics Simulations.

     Hu, Yushu and Liu, Han and Yang, Kai and Zhou, Qi and Hoover, Christian G and Krishnan, NM Anoop and Smedskjaer, Morten M and Micoulaut, Matthieu and Guo, Lijie and Bauchy, Mathieu.
     Atomistic Simulations of Glasses: Fundamentals and Applications, 2022

101. Graphene Oxide Tribofilms Enhance the Scratch Resistance of Silica Glasses.

     Sahoo, Sourav and Khatri, Om P and Krishnan, NM Anoop and Gosvami, Nitya Nand.
     ACS Applied Nano Materials, 2022

102. Prediction of concrete strengths enabled by missing data imputation and interpretable machine learning.

     Lyngdoh, Gideon A and Zaki, Mohd and Krishnan, NM Anoop and Das, Sumanta.
     Cement and Concrete Composites, 2022

103. Interpreting the optical properties of oxide glasses with machine learning and Shapely additive explanations.

     Zaki, Mohd and Venugopal, Vineeth and Bhattoo, Ravinder and Bishnoi, Suresh and Singh, Sourabh Kumar and Allu, Amarnath R and Krishnan, NM Anoop.
     Journal of the American Ceramic Society, 2022

104. Defect induced plasticity and failure mechanism of boron nitride nanotubes under tension.

     Krishnan, N M Anoop and Ghosh, Debraj.
     Journal of Applied Physics, 2014

Conference Proceedings or Presentations (30)

1. Krishnan, N. M. A. Python for Glass Genomics (PyGGi): A Machine Learning Package to Predict the Properties of Glasses. Materials Science & Technology (MS&T), Portland, 2019.

2. Singh, S., Bishnoi, S., Ravinder, R., Kodamana, H., & Krishnan, N. M. A. Machine learning to predict Elastic properties of glasses. Materials Science & Technology (MS&T), Portland, 2019.

3. Bhaskar, P., Maurya, Y., Kumar, R., Ravinder, R., & Krishnan, N. M. A. Cooling rate effects on the structure of 45S5 bioglass. Materials Science & Technology (MS&T), Portland, 2019.

4. Rivera, J., Berjikian, J., Bauchy, M., & Krishnan, N. M. A. Peridynamics modeling of impact-induced crack in glass. Materials Science & Technology (MS&T), Portland, 2019.

5. Krishnan, N. M. A. Designing materials for nuclear applications: Insights from atomistic modeling and deep learning. MRSI Colloquium, IGCAR Kalpakkam, 2019.

6. Goyal, N., Saxena, D., Ravinder, R., Kodamana, H., & Krishnan, N. M. A. Deep learning based prediction of elastic properties of glasses. EMI International Conference, Lyon, 2019.

7. Bishnoi, S., Singh, S., Ravinder, R., Kodamana, H., & Krishnan, N. M. A. Predicting Young’s modulus of glasses using Gaussian process regression. EMI International Conference, Lyon, 2019.

8. Krishnan, N. M. A. Role of Weak Constraints in the Disorder-induced Swelling of Silicate Minerals, National Seminar on Crystallography, BARC, 2019.

9. Rathod, P., Ravinder, R., Kumar, R., & Krishnan, N. M. A. Reactive simulation of shock propagation in sodium silicate glasses. International Congress on Glass, Boston, 2019.

10. Kumar, A., Ravinder, R., Kumar, R., & Krishnan, N. M. A. Irradiation induced brittle-to-ductile transition in α-quartz. International Congress on Glass, Boston, 2019.

11. Singh, S., Bishnoi, S., Ravinder, R., Kodamana, H., & Krishnan, N. M. A. Machine learning based prediction of Young’s modulus for glasses with sparse data. International Congress on Glass, Boston, 2019.

12. Bhaskar, P., Maurya, Y., Kumar, R., Ravinder, R., & Krishnan, N. M. A. Cooling rate effects on the structure of 45S5 bioglass. International Congress on Glass, Boston, 2019.

13. Krishnan, N. M. A., Pape Y.L., Sant G., & Bauchy, M. Role of weak constraints in the disorder-induced swelling of silicates. International Congress on Glass, Boston, 2019.

14. Krishnan, N. M. A. Precipitation kinetics and mechanics of calcium-silicate-hydrates gel. International Conference on Multiscale Simulation & Mathematical Modelling of Complex Biological Systems, JNU, 2019

15. Ravinder, R., & Krishnan, N. M. A. Evidence of two-dimensional glass transition in graphene. CompFlu 2018, IIT Roorkee, 2018.

16. Krishnan, N. M. A., & Bauchy, M. Mesoscale mechanics of polydisperse gels. CompFlu 2018, IIT Roorkee, 2018.

17. Rivera, J., Berjikian, J., Bauchy, M., & Krishnan, N. M. A. Impact induced crack patterns in brittle materials: Evidence of a power-law dependence with fracture energy. European Solid Mechanics Conference, Bologna, 2018.

18. Krishnan, N. M. A., Mangalathu, M., Tandia, A., Smedskjaer, M., Burton, H., Bauchy, M., Machine learning based prediction of dissolution kinetics in silicate glasses. Glass and Optimal Materials Division Meeting, San Antonio, 2018.

19. Krishnan, N. M. A., Wang, B., Bauchy, M., Topological nanoengineering of cement hydrates. Glass and Optimal Materials Division Meeting, San Antonio, 2018.

20. Rivera, J., Berjikian, J., Bauchy, M., & Krishnan, N. M. A. Impact induced crack patterns in brittle materials: A peridynamics based investigation. Glass and Optimal Materials Division Meeting, San Antonio, 2018.

21. Krishnan, N. M. A., Wang, B., Le Pape, Y., Sant, G., & Bauchy, M. Irradiation-Induced Damage is Driven by Weak Topological Constraints. Glass and Optimal Materials Division Meeting, Hawaii, 2017.

22. Krishnan, N. M. A., Wang, M., Wang, B., Mauro, J. C., Sant, G., & Bauchy, M. Influence of Irradiation on the Structure and Corrosion of Borosilicate Glasses. Glass and Optimal Materials Division Meeting, Hawaii, 2017.

23. Krishnan, N. M. A., Wang, B., Le Pape, Y., Sant, G., & Bauchy, M. Irradiation-Induced Damage in Quartz: The Critical Role of the Enthalpy Landscape. Glass and Optimal Materials Division Meeting, Hawaii, 2017.

24. Krishnan, N. M. A., Wang, B., Sant, G., & Bauchy, M. Nano-Engineering of Cementitious Materials towards Improved Nuclear Wasteforms, 12th Pacific Rim Conference on Ceramic and Glass Technology, Hawaii, 2017.

25. Yu, Y., Krishnan, N. M. A., Smedskjaer, M. M., Mauro, J. C., & Bauchy, M. Origin of the Mixed Alkaline Earth Effect on the Hardness of Silicate Glasses, 12th Pacific Rim Conference on Ceramic and Glass Technology, Hawaii 2017.

26. Krishnan, N. M. A., Wang, B., Falzone, G., Neithalath, N., Le Pape, Y., Bauchy, M., & Sant, G. The origin of anomalous thermal expansion behavior in calcium-silicate- hydrates. Internation Conference on Advances in Construction Materials and Systems, Chennai, 2017.

27. Krishnan, N. M. A., & Ghosh, D. Effect of temperature, strain-rate and prestress on single-walled carbon nanotubes under axial loading, Seventh M.I.T. Conference on Computational Fluid and Solid Mechanics, Boston, 2013.

28. Krishnan, N. M. A., & Ghosh, D. Stochastic buckling analysis of carbon nanotubes. International Conference on Structural Safety and Reliability, New York, 2013.

29. Krishnan, N. M. A., & Ghosh, D. Variation of stress-strain ratio for single-walled carbon nanotubes under compression. Asian Conference on Mechanics of Functional Materials and Structures, Delhi, 2012.

30. Krishnan, N. M. A., & Ghosh, D. A probabilistic study of carbon nanotube buckling. International Congress on Computational Mechanics and Simulation, Hyderabad, 2012.