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Ali Davariashtiyani Email & Phone Number
Research Scientist
at
University of Chicago
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Current company
Role
Research Scientist
Location
Greater Chicago Area, United States, United States
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Ali Davariashtiyani is listed as Research Scientist at University of Chicago, based in Greater Chicago Area, United States, United States. AeroLeads shows a matched LinkedIn profile for Ali Davariashtiyani.
Ali Davariashtiyani previously worked as Graduate Research Assistant at University Of Illinois At Chicago and Teaching Assistant at Drexel University. Ali Davariashtiyani holds Doctor Of Philosophy - Phd, Materials Engineering from University Of Illinois Chicago.
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University of Chicago
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Profile bio
About Ali Davariashtiyani
With a Ph.D. in Materials Engineering and expertise in computational modeling, machine learning, deep learning, and coding, I am seeking a research scientist role focused on developing advanced materials modeling and discovery techniques. My skills in Python, object-oriented programming, deep learning frameworks like TensorFlow and PyTorch, traditional ML algorithms, and working with diverse scientific datasets enable me to build innovative solutions for materials research problems. I am an experienced developer proficient in software engineering best practices like version control with Git. My academic work in representing crystal structures as 3D images and predicting material properties with neural networks demonstrates my ability to apply cutting-edge AI to complex materials science challenges. My teaching experience highlights my ability to clearly communicate complex technical concepts. With my multidisciplinary background spanning simulation, data science, and engineering, I am excited to join a research team advancing the state-of-the-art in applying computational methods to accelerate materials development and discovery.Link to the software package I developed: https://github.com/kadkhodaei-research-group/XIE-SPP
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6 roles
Ali Davariashtiyani work experience
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Research Scientist
Current
Jul 2024 - Present
Graduate Research Assistant
- Led ML aspects of a collaborative NSF-funded research project: Participated multiple inter-departmental groups in predicting and synthesizing next-generation superhard functional materials. Mentored new group members.
- Advanced Image-Based Models for Material Prediction: Enhanced precision of image-based models by over 7 times, achieving a low MAE of 46 meV/atom, competitive CGCNN (MAE 39 meV/atom), for predicting formation energy of.
- Developed Python Software Toolkit for Material Analysis: Created a toolkit for 3D sparse crystal voxel image representation and analysis using 3D convolutional neural networks. Facilitated material discovery with a.
- Conducted VASP ab-initio Simulations: Investigated the role of anharmonic phonons in the diffusion of bcc metals, particularly comparing IIIB-IVB and VB-VIB group metals, using VASP. Our approach included.
- Climate Change Statistical Analysis: Conducted time series statistical analysis, specifically utilizing generalized extreme value(GEV) analysis, in a study on high temperature extremes. Found that the odds of exceeding.
- Molecular Dynamics and Monte Carlo Simulations: Developed simulations in MATLAB and C++ to explore tribo-corrosion, demonstrating proficiency in multiple programming languages.
Aug 2017 - Dec 2023
Jan 2016 - Mar 2016
Oct 2012 - Nov 2013
Oct 2012 - Feb 2013
4 education records
Ali Davariashtiyani education
Doctor Of Philosophy - Phd, Materials Engineering
University Of Illinois Chicago
Master Of Science (M.S.), Chemical Engineering
Drexel University
Graduate Minor, Computer Science
Drexel University
Bachelor'S Degree, Chemical Engineering
University Of Tehran
FAQ
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What company does Ali Davariashtiyani work for?
Ali Davariashtiyani works for University of Chicago.
What is Ali Davariashtiyani's role at University of Chicago?
Ali Davariashtiyani is listed as Research Scientist at University of Chicago.
Where is Ali Davariashtiyani based?
Ali Davariashtiyani is based in Greater Chicago Area, United States, United States while working with University of Chicago.
What companies has Ali Davariashtiyani worked for?
Ali Davariashtiyani has worked for University Of Chicago, University Of Illinois At Chicago, Drexel University, and University Of Tehran.
How can I contact Ali Davariashtiyani?
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What schools did Ali Davariashtiyani attend?
Ali Davariashtiyani holds Doctor Of Philosophy - Phd, Materials Engineering from University Of Illinois Chicago.
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