Manav

@ethz.ch

Postdoctoral researcher, Mechanical and Process Engineering
ETH Zurich



           

https://researchid.co/manav132

RESEARCH, TEACHING, or OTHER INTERESTS

Mechanical Engineering, Mechanics of Materials, Computational Mechanics, Polymers and Plastics

218

Scholar Citations

8

Scholar h-index

6

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Predicting Crack Nucleation and Propagation in Brittle Materials Using Deep Operator Networks with Diverse Trunk Architectures
    E Kiyani, M Manav, N Kadivar, L De Lorenzis, GE Karniadakis
    arXiv preprint arXiv:2501.00016 2024

  • MeltpoolINR: Predicting temperature field, melt pool geometry, and their rate of change in laser powder bed fusion
    M Manav, N Perraudin, Y Lin, M Afrasiabi, F Perez-Cruz, M Bambach, ...
    arXiv preprint arXiv:2411.18048 2024

  • Phase-field modeling of fracture with physics-informed deep learning
    M Manav, R Molinaro, S Mishra, L De Lorenzis
    Computer Methods in Applied Mechanics and Engineering 429, 117104 2024

  • Calibration and validation of a phase-field model of brittle fracture within the damage mechanics challenge
    J Heinzmann, P Carrara, C Luo, M Manav, A Mishra, S Nagaraja, ...
    Engineering Fracture Mechanics 307, 110319 2024

  • Modeling hard–soft block copolymers as a liquid crystalline polymer
    M Manav, M Ponga, M Ortiz
    Polymer 287, 126389 2023

  • Learning Dynamics of Spring-Mass Models with Physics-Informed Graph Neural Networks
    V Sharma, M Manav, L De Lorenzis, O Fink
    Proceedings of the 33rd European Safety and Reliability Conference (ESREL 2023

  • Calibration of Phase-Field Models with Experimental Data of Anisotropic Rock
    J Heinzmann, M Manav, A Mishra, S Nagaraja, H Oudich, F Vicentini, ...
    AGU Fall Meeting Abstracts 2022, NG22A-04 2022

  • Molecular dynamics study of the shock response of polyurea
    M Manav, M Ortiz
    Polymer 212, 123109 2021

  • Stress in a stimuli-responsive polymer brush
    M Manav, M Ponga, AS Phani
    Macromolecules 54 (1), 170-182 2020

  • Mechanics of a polymer brush
    M Manav, M Ponga, A SPhani
    56th Annual Technical Meeting of Society of Engineering Science (SES 2019) 2019

  • Stress in a polymer brush
    M Manav, M Ponga, AS Phani
    Journal of the Mechanics and Physics of Solids 127, 125-150 2019

  • Mode localization and sensitivity in weakly coupled resonators
    M Manav, AS Phani, E Cretu
    IEEE Sensors Journal 19 (8), 2999-3007 2018

  • Mechanics of polymer brush based soft active materials–theory and experiments
    M Manav, P Anilkumar, AS Phani
    Journal of the Mechanics and Physics of Solids 121, 296-312 2018

  • Polymer brush: molecular parameters - mechanical properties relation
    M Manav, AS Phani
    54th Annual Technical Meeting of the Society of Engineering Science (SES 2017) 2017

  • Mode localized MEMS transducers with voltage-controlled linear coupling
    M Manav, AS Phani, E Cretu
    Journal of Micromechanics and Microengineering 27 (5), 055010 2017

  • Mechanics of thermoresponsive polymer brush based soft materials: theory and experiments
    M Manav, MP Bajgai, JN Kizhakkedathu, AS Phani
    24th International Congress of Theoretical and Applied Mechanics (ICTAM 2016) 2016

  • Mechanics of temperature sensitive polymer brush based soft actuator
    M Manav, MP Bajgai, JN Kizhakkedathu, AS Phani
    The 8th World Congress on Biomimetics, Artificial Muscles, and Nano-Bio 2015

  • Ultrasensitive resonant MEMS transducers with tunable coupling
    M Manav, G Reynen, M Sharma, E Cretu, AS Phani
    2013 Transducers & Eurosensors XXVII: The 17th International Conference on 2013

  • Predicting Crack Nucleation and Propagation in Brittle Materials Using Deep Operator Networks with Diverse Trunk Architectures
    M Manav, N Kadivar, L De Lorenzis, GE Karniadakis

  • Phase-Field Fracture Modeling using Physics-Informed Deep Learning
    M Manav, R Molinaro, S Mishra, L De Lorenzis

MOST CITED SCHOLAR PUBLICATIONS

  • Ultrasensitive resonant MEMS transducers with tunable coupling
    M Manav, G Reynen, M Sharma, E Cretu, AS Phani
    2013 Transducers & Eurosensors XXVII: The 17th International Conference on 2013
    Citations: 73

  • Molecular dynamics study of the shock response of polyurea
    M Manav, M Ortiz
    Polymer 212, 123109 2021
    Citations: 47

  • Mode localization and sensitivity in weakly coupled resonators
    M Manav, AS Phani, E Cretu
    IEEE Sensors Journal 19 (8), 2999-3007 2018
    Citations: 35

  • Mechanics of polymer brush based soft active materials–theory and experiments
    M Manav, P Anilkumar, AS Phani
    Journal of the Mechanics and Physics of Solids 121, 296-312 2018
    Citations: 19

  • Phase-field modeling of fracture with physics-informed deep learning
    M Manav, R Molinaro, S Mishra, L De Lorenzis
    Computer Methods in Applied Mechanics and Engineering 429, 117104 2024
    Citations: 14

  • Mode localized MEMS transducers with voltage-controlled linear coupling
    M Manav, AS Phani, E Cretu
    Journal of Micromechanics and Microengineering 27 (5), 055010 2017
    Citations: 13

  • Stress in a stimuli-responsive polymer brush
    M Manav, M Ponga, AS Phani
    Macromolecules 54 (1), 170-182 2020
    Citations: 8

  • Stress in a polymer brush
    M Manav, M Ponga, AS Phani
    Journal of the Mechanics and Physics of Solids 127, 125-150 2019
    Citations: 8

  • Calibration and validation of a phase-field model of brittle fracture within the damage mechanics challenge
    J Heinzmann, P Carrara, C Luo, M Manav, A Mishra, S Nagaraja, ...
    Engineering Fracture Mechanics 307, 110319 2024
    Citations: 1