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Update cv.yml
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mdeluci authored Jun 17, 2024
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institution: Purdue University, IN, USA
year: 2020-2024
description:
- Concentration: <a href="https://www.purdue.edu/gradschool/cigp/about/index.html">Computational Science and Engineering</a> and Solid Mechanics.
- Concentration: <a href="https://www.purdue.edu/gradschool/cigp/about/index.html">Computational Science and Engineering</a> and Solid Mechanics.
- Ph.D. thesis: <a href="https://hammer.purdue.edu/articles/thesis/Numerical_Simulation_and_Poromechanical_Modeling_of_Subcutaneous_Injection_of_Monoclonal_Antibodies/25674240">"Numerical simulation and poromechanical modeling of subcutaneous injection of monoclonal antibodies"</a>
- title: MSc in Civil Engineering (Graduated with Honors, ranked 1st)
institution: University of A Coruna, Spain
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institution: Purdue University, IN, USA
year: 2021 - Now
description:
- Developed a model of hyperelastic material behavior based on feed-forward neural networks in Python/TensorFlow.
- Used special properties of Neural ODEs to develop a model of hyperelasticity where physics-based constraints are satisfied a priori using Python/JAX. This approach circumvents the use of a complicated loss function thus avoiding a large number of unnecessary floating-point operations.
- Developed the first physics-informed data-driven model of finite viscoelasticity in the world. The project uses Neural ODEs to model viscoelasticity in such a way that the relevant physical laws are satisfied automatically.
- Currently working on a hierarchical Bayesian model of hyperelasticity using Bayesian Neural Networks (BNNs) in Python/Numpyro. The model can characterize the uncertainty in training data and transfer knowledge from the population to an individual.
- "Developed a model of hyperelastic material behavior based on feed-forward neural networks in Python/TensorFlow."
- "Used special properties of Neural ODEs to develop a model of hyperelasticity where physics-based constraints are satisfied a priori using Python/JAX. This approach circumvents the use of a complicated loss function thus avoiding a large number of unnecessary floating-point operations."
- "Developed the first physics-informed data-driven model of finite viscoelasticity in the world. The project uses Neural ODEs to model viscoelasticity in such a way that the relevant physical laws are satisfied automatically."
- "Currently working on a hierarchical Bayesian model of hyperelasticity using Bayesian Neural Networks (BNNs) in Python/Numpyro. The model can characterize the uncertainty in training data and transfer knowledge from the population to an individual."

- title: Structural Design Engineer
institution: Turkish Aerospace Industries, Ankara, Turkey
year: 2018-2021
description:
- Designed various spacecraft parts such as structural panels, inserts and brackets. Spearheaded the development of the first structural panel with embedded active cooling in TAI.

- "Designed various spacecraft parts such as structural panels, inserts and brackets. Spearheaded the development of the first structural panel with embedded active cooling in TAI."

- title: Research Engineer
institution: TUBITAK Space Technologies Research Institute, Ankara, Turkey
year: 2017 - 2018
description:
- title: "Developed two engineering software packages using Visual Basic and MATLAB:"
contents:
- Aircraft conceptual design
- Prediction of failure modes of composite materials
- The packages received praise for being user friendly and responsive.
- "Developed two engineering software packages using Visual Basic and MATLAB:"
- "Aircraft conceptual design"
- "Prediction of failure modes of composite materials"
- "The packages received praise for being user friendly and responsive."

- title: Honors and Awards
type: time_table
contents:
- year: 2023
items:
- Travel for Collaborative Research (TRACER) grant, Purdue University, 2023.
- Travel award from SES to attend the Inaugural SES Future Faculty Symposium in 2023.
- "Travel for Collaborative Research (TRACER) grant, Purdue University, 2023."
- "Travel award from SES to attend the Inaugural SES Future Faculty Symposium in 2023."
- year: 2022
items:
- <a href="https://cee.duke.edu/about/awards-honors/melosh-medal">Robert J. Melosh Medal</a> for best student paper in computational solid mechanics, Duke University
- Ward A. Lambert Graduate Teaching Fellowship, Purdue University, 2022
- <a href= "https://engineering.purdue.edu/ME/News/2022/purdue-me-grad-students-receive-fellowships-and-scholarships">Ben M. Hillberry Graduate Scholarship</a>, Purdue University
- "<a href='https://cee.duke.edu/about/awards-honors/melosh-medal'>Robert J. Melosh Medal</a> for best student paper in computational solid mechanics, Duke University"
- "Ward A. Lambert Graduate Teaching Fellowship, Purdue University, 2022"
- "<a href='https://engineering.purdue.edu/ME/News/2022/purdue-me-grad-students-receive-fellowships-and-scholarships'>Ben M. Hillberry Graduate Scholarship</a>, Purdue University"
- year: 2020
items:
- TUBITAK International Publication Award
- "TUBITAK International Publication Award"
- year: 2016
items:
- <a href= "https://www.aiaa.org/news/news/2016/10/25/AIAA-Foundation-Announces-Winners-of-Its-Undergraduate-Individual-Aircraft-Design-Competition">3rd Place, Individual Aircraft Design Competition 2015-16</a>, American Institute of Aeronautics and Astronautics (AIAA).
- 1st Place, METU Engineering Day 2016 Poster Competition
- "<a href='https://www.aiaa.org/news/news/2016/10/25/AIAA-Foundation-Announces-Winners-of-Its-Undergraduate-Individual-Aircraft-Design-Competition'>3rd Place, Individual Aircraft Design Competition 2015-16</a>, American Institute of Aeronautics and Astronautics (AIAA)."
- "1st Place, METU Engineering Day 2016 Poster Competition"
- year: 2011
items:
- Full scholarship from the Ministry of Higher Education of Afghanistan for undergraduate studies in Turkey, covering all expenses.
- "Full scholarship from the Ministry of Higher Education of Afghanistan for undergraduate studies in Turkey, covering all expenses."

# - title: Academic Interests
# type: nested_list
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- title: Skills
type: list
contents:
- Research, FEM, machine learning, Python, JAX, TensorFlow, PyTorch, FORTRAN, MATLAB
- "Research, FEM, machine learning, Python, JAX, TensorFlow, PyTorch, FORTRAN, MATLAB"

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