Susanta Ghosh

About

Ph.D., Indian Institute of Science, Bangalore, 2008.

MSc. (Engineering), Indian Institute of Science, Bangalore, 2003.

Employment

• Michigan Technological University Assistant Professor
  2019 - Present
• Michigan Technological University Research Assistant Professor
  2016 - 2019
• University of Michigan Research Investigator
  2016 - 2016
• Duke University Associate in Research
  2014 - 2015
• University of Michigan Postdoctoral Research Fellow
  2011 - 2014
• Universitat Politècnica de Catalunya Postdoctoral Scholar (JDC Fellow)
  2009 - 2011

Education

• Indian Institute of Science Ph.D.
  2004 - 2008
• Indian Institute of Science MS(Eng)
  2001 - 2003
• Indian Institute of Engineering Science and Technology, Shibpur Bachelor of Engineering (B.E.)
  1996 - 2000

Projects & Funding

Projects & funding information is unavailable.

Publications (42)

• Surprisingly High Redundancy in Electronic Structure Data
  2025
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• Gradient flow based phase-field modeling using separable neural networks
  Computer Methods in Applied Mechanics and Engineering 2025 DOI: 10.1016/j.cma.2025.117897
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• Jensen–Shannon divergence based novel loss functions for Bayesian neural networks
  Neurocomputing 2025 DOI: 10.1016/j.neucom.2024.129115
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• Influence of build direction on the fracture mechanism of 3D printed octet lattices
  Additive Manufacturing 2025 DOI: 10.1016/j.addma.2025.104637
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• Electronic structure prediction of medium and high entropy alloys across composition space
  npj Computational Materials 2025 DOI: 10.1038/s41524-025-01856-3
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• Bayesian calibration and uncertainty quantification of a rate-dependent cohesive zone model for polymer interfaces
  Engineering Fracture Mechanics 2024 DOI: 10.1016/j.engfracmech.2024.110374
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• Electronic structure prediction of multi-million atom systems through uncertainty quantification enabled transfer learning
  npj Computational Materials 2024 DOI: 10.1038/s41524-024-01305-7
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• Electronic structure prediction of medium and high entropy alloys across composition space
  arXiv preprint arXiv:2410.08294 2024
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• Phase-field fracture coupled elasto-plastic constitutive model for 3D printed thermoplastics and composites
  Engineering Fracture Mechanics 2023 DOI: 10.1016/j.engfracmech.2023.109535
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• Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images
  IEEE Transactions on Medical Imaging 2022 DOI: 10.1109/TMI.2021.3123300
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