Somdatta Goswami
Scholar

Somdatta Goswami

Google Scholar ID: GaKrpSkAAAAJ
Assistant Professor, Civil and Systems Engineering, Johns Hopkins University
Deep LearningPhysics-informed MLComputational MechanicsFracture Mechanics
Citations & Impact
All-time
Citations
5,534
 
H-index
23
 
i10-index
31
 
Publications
20
 
Co-authors
91
list available
Resume (English only)
Academic Achievements
  • Awarded two NSF grants:
  • - "Cardiac Digital Twins; but better!"
  • - "Enabling parametric sweeps on exascale AI-integrated simulations through federated learning"
  • Received the Johns Hopkins Discovery Award for research on "Data-Driven, Deep Learning Architectures for Multiscale Modeling of Biological Systems"
  • Awarded a DOE grant (details incomplete)
  • Delivered numerous talks at international venues including:
  • - 2025 ICTP Advanced School
  • - IVADO/CRM Workshop on Scientific ML
  • - EMI 2025
  • - MACH 2025
  • - SIAM CSE 2025
  • - BIRS Workshop on UQ in NN Models
  • - Joint Mathematics Meetings 2025
  • - Plenary talk at ICCE 2024
  • Mentored student Dibakar Roy Sarkar, who received the Creel Family Engineering Fellowship
  • Mentored student Dibakar, who won joint 3rd place in The NASA and DNV Challenge on Optimization under Uncertainty 2025