N. M. Anoop Krishnan

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Mathieu BauchyAssociate Professor, UCLAVerifisert e-postadresse på ucla.edu
Ravinder BhattooAssistant Professor, Indian Institute of Technology IndoreVerifisert e-postadresse på iiti.ac.in
Mohd ZakiPh.D. (PMRF), Indian Institute of Technology DelhiVerifisert e-postadresse på civil.iitd.ac.in
Morten M. SmedskjaerProfessor, Aalborg UniversityVerifisert e-postadresse på bio.aau.dk
Gaurav N. SantProfessor and Pritzker Chair in Sustainability, UCLAVerifisert e-postadresse på ucla.edu
Suresh BishnoiResearch Scholar, IIT DelhiVerifisert e-postadresse på iitd.ac.in
Nitya Nand GosvamiDepartment of Materials Science and Engineering, Indian Institute of Technology DelhiVerifisert e-postadresse på iitd.ac.in
HARIPRASAD KODAMANAAssociate Professor, Department of Chemical Engineering, (Jointly with) Yardi School of AIVerifisert e-postadresse på iitd.ac.in
Sumanta DasAssociate Professor, University of Rhode IslandVerifisert e-postadresse på uri.edu
Bu WangAssociate Professor, Department of Civil and Environmental Engineering, University of WisconsinVerifisert e-postadresse på wisc.edu
Yann Le PapeOak Ridge National LaboratoryVerifisert e-postadresse på ornl.gov
John C. MauroDorothy Pate Enright Professor and Associate Head, Materials Science and Engineering, Penn StateVerifisert e-postadresse på psu.edu
Sayan RanuIIT DelhiVerifisert e-postadresse på iitd.ac.in
Amarnath R. AlluCSIR-Central glass and ceramic research instituteVerifisert e-postadresse på cgcri.res.in
Kai YangUniversity of California, Los AngelesVerifisert e-postadresse på g.ucla.edu
YINGTIAN YUVerifisert e-postadresse på ucla.edu
Gideon LyngdohAssistant Professor | Civil Engineering | George Fox UniversityVerifisert e-postadresse på georgefox.edu
Mengyi WangVerifisert e-postadresse på alum.mit.edu
Sourav SahooPh.D. (PMRF), Indian Institute of Technology DelhiVerifisert e-postadresse på mse.iitd.ac.in
Tanishq GuptaIndian Institute of Technology Delhi, IndiaVerifisert e-postadresse på maths.iitd.ac.in

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N. M. Anoop Krishnan

Andre navnNMA Krishnan, NMAnoop Krishnan

Associate Professor, Indian Institute of Technology Delhi

Verifisert e-postadresse på iitd.ac.in - Startside

AI for Materials Machine Learning Atomistic Modeling Glass


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
MatSciBERT: A materials domain language model for text mining and information extraction T Gupta, M Zaki, NMA Krishnan, Mausam npj Computational Materials 8 (1), 1-11, 2022	200	2022
Predicting the Young’s Modulus of silicate Glasses using High-throughput Molecular Dynamics simulations and Machine Learning K Yang, X Xu, B Yang, B Cook, H Ramos, NMA Krishnan, MM Smedskjaer, ... Scientific reports 9 (1), 1-11, 2019	158*	2019
Cooling rate effects in sodium silicate glasses: Bridging the gap between molecular dynamics simulations and experiments X Li, W Song, K Yang, NMA Krishnan, B Wang, MM Smedskjaer, ... The Journal of Chemical Physics 147 (7), 074501, 2017	155	2017
A new transferable interatomic potential for molecular dynamics simulations of borosilicate glasses M Wang, NMA Krishnan, B Wang, MM Smedskjaer, JC Mauro, M Bauchy Journal of Non-Crystalline Solids 498, 294-304, 2018	154	2018
Prediction of concrete strengths enabled by missing data imputation and interpretable machine learning GA Lyngdoh, M Zaki, NMA Krishnan, S Das Cement and concrete composites 128, 104414, 2022	139	2022
Predicting the dissolution kinetics of silicate glasses using machine learning NMA Krishnan, S Mangalathu, MM Smedskjaer, A Tandia, H Burton, ... Journal of Non-Crystalline Solids 487, 37-45, 2018	133	2018
Predicting Young's modulus of oxide glasses with sparse datasets using machine learning S Bishnoi, S Singh, R Ravinder, M Bauchy, NN Gosvami, H Kodamana, ... Journal of Non-Crystalline Solids 524, 119643, 2019	100	2019
Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning H Liu, T Zhang, NM Anoop Krishnan, MM Smedskjaer, JV Ryan, S Gin, ... Npj Materials Degradation 3 (1), 32, 2019	80*	2019
Deep learning aided rational design of oxide glasses R Ravinder, KH Sridhara, S Bishnoi, HS Grover, M Bauchy, H Kodamana, ... Materials horizons 7 (7), 1819-1827, 2020	74*	2020
Enthalpy landscape dictates the irradiation-induced disordering of quartz NMA Krishnan, B Wang, Y Yu, Y Le Pape, G Sant, M Bauchy Physical Review X 7 (3), 031019, 2017	65	2017
Topological control on the structural relaxation of atomic networks under stress M Bauchy, M Wang, Y Yu, B Wang, NMA Krishnan, E Masoero, FJ Ulm, ... Physical review letters 119 (3), 035502, 2017	62	2017
Looking through glass: Knowledge discovery from materials science literature using natural language processing V Venugopal, S Sahoo, M Zaki, M Agarwal, NN Gosvami, ... Patterns 2 (7), 100290, 2021	60	2021
Irradiation-induced topological transition in SiO2: structural signature of networks' rigidity B Wang, NMA Krishnan, Y Yu, M Wang, Y Le Pape, G Sant, M Bauchy Journal of Non-Crystalline Solids 463, 25-30, 2017	60	2017
Microstructure-guided numerical simulation to evaluate the influence of phase change materials (PCMs) on the freeze-thaw response of concrete pavements S Nayak, NMA Krishnan, S Das Construction and Building Materials 201, 246-256, 2019	58	2019
Learning the stress-strain fields in digital composites using Fourier neural operator MM Rashid, T Pittie, S Chakraborty, NMA Krishnan Iscience 25 (11), 105452, 2022	52	2022
Irradiation-vs. vitrification-induced disordering: The case of 𝜶-quartz and glassy silica NM Krishnan, B Wang, Y Le Pape, G Sant, M Bauchy The Journal of Chemical Physics 146 (20), 2017	51	2017
Scalable Gaussian processes for predicting the optical, physical, thermal, and mechanical properties of inorganic glasses with large datasets S Bishnoi, R Ravinder, HS Grover, H Kodamana, NMA Krishnan Materials Advances 2 (1), 477-487, 2021	50*	2021
Hardness of silicate glasses: Atomic-scale origin of the mixed modifier effect Y Yu, M Wang, NMA Krishnan, MM Smedskjaer, KD Vargheese, ... Journal of Non-Crystalline Solids 489, 16-21, 2018	50	2018
The hydrophilic-to-hydrophobic transition in glassy silica is driven by the atomic topology of its surface Y Yu, NM Krishnan, MM Smedskjaer, G Sant, M Bauchy The Journal of chemical physics 148 (7), 2018	49	2018
Revealing the effect of irradiation on cement hydrates: evidence of a topological self-organization NMA Krishnan, B Wang, G Sant, JC Phillips, M Bauchy ACS Applied Materials & Interfaces 9 (37), 32377-32385, 2017	48	2017

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