Members

Somdatta Goswami

• Assistant Professor, Civil and Systems Engineering
  Joint Appointment with Applied Mathematics and Statistics and Data Science and AI Institute
• somdatta[at]jhu[dot]edu
• Office: Latrobe Hall 201C, 3400 N. Charles St., Baltimore, MD 21218

• 2017 – 2020 : Ph.D. in Structural Engineering, Bauhaus-Universität Weimar, Germany
• 2011 – 2013 : M.Eng in Structural Engineering, Indian Institute of Engineering Sciences and Technology, India
• 2007 – 2011 : B.Eng. in Civil Engineering, Birla Institute of Technology, Mesra, India 
• Google Scholar, ResearchGate, ORCID, GitHub, LinkedIn

Dibakar Roy Sarkar

• Research Interest: Optimal Control, Reinforcement Learning, Neural Operators
• droysar1[at]jh[dot]edu
• Office: Latrobe Hall 303F, 3400 N. Charles St., Baltimore, MD 21218

• 2022 – 2024 : M.Tech in Geotechnical Engineering, Indian Institute of Technology, Madras, India
• 2019 – 2022 : B.tech in Civil Engineering, Central Institute of Technology Kokrajhar, India
• Google Scholar, GitHub, LinkedIn

Dibyajyoti Nayak

• Research Interest: Graph Neural Networks, Neural Operators, Differentiable Physics, Generative AI
• dnayak2[at]jh[dot]edu
• Office: Latrobe Hall 301C, 3400 N. Charles St., Baltimore, MD 21218

• Jan-Sep 2024: Research Intern, HARMAN International, Bengaluru, India
• 2021-2024: M.Tech. (Research) in Computational and Data Sciences, Indian Institute of Science (IISc), Bangalore, India
• 2019-2021: Assistant Manager (Engineering), Bajaj Auto Limited, Akurdi, Pune, India
• 2015-2019: B.Tech. (Honors) in Mechanical Engineering, National Institute of Technology, Tiruchirappalli (NIT-T), India
• Google Scholar, GitHub, LinkedIn

Zhan Liu

• Research Interest: AI accelerated numerical simulations, Artificial intelligence for science, DeepONet
• zliu274[at]jh[dot]edu
• Office: Latrobe Hall 303D, 3400 N. Charles St., Baltimore, MD 21218

• 2023-2025: M.Eng. in Geotechnical Engineering, National University of Singapore, Singapore
• 2019-2023: B.Eng. in Urban Underground Space Engineering, Shandong University, China

Rajyasri Roy

• Research Interest:
• rroy13[at]jh[dot]edu
• Office: Latrobe Hall, 3400 N. Charles St., Baltimore, MD 21218

• 2023-2025: M.S. in Structural Engineering, University of California, Berkeley
• 2019-2023: B.Tech. in Civil Engineering, Indian Institute of Engineering Science and Technology, Shibpur, India

Sharmila Karumuri

• (Joint with Dr. Graham-Brady)
• Research Interest: Uncertainty Quantification, Deep Learning, Machine Learning, Scientific Machine Learning
• skarumu1[at]jh[dot]edu
• Office: Latrobe Hall 302, 3400 N. Charles St., Baltimore, MD 21218
• Google Scholar, LinkedIn

Ishan Khurjekar

• (Joint with Dr. Graham-Brady)
• Research Interest: Applied machine learning, Signal processing, Uncertainty Quantification
• ishan[dot]khurjekar[at]jh[dot]edu
• Office: Shaffer Hall, 3400 N. Charles St., Baltimore, MD 21218
• Google Scholar, LinkedIn

Maryam Hakimzadeh

• (Joint with Dr. Graham-Brady)
• Research Interest: SciML, Neural Operators, Computational Mechanics, Phase-field Modeling
• mhakimz1[at]jh[dot]edu
• Office: Latrobe Hall 303, 3400 N. Charles St., Baltimore, MD 21218
• Google Scholar, LinkedIn

Meenu Krishnan

• (Joint with Dr. Zaki)
• Research Interest: Finite Element Anaysis, Fracture Mechanics, Mechanics, Topology Optimization
• ukrishn4[at]jh[dot]edu
• Office: Latrobe Hall 303, 3400 N. Charles St., Baltimore, MD 21218
• Google Scholar, LinkedIn