Mechanical Engineering Data

MOHSEN NABIAN

**A Park st, Apt#*, Brookline, MA-*2445 (617-***-**-**, m onabiyan@ ece.neu.edu

my g oogle scholar

my github

● Data scientist with advanced degree in engineering and computer science.

● Strong passion in tackling scientific challenges in Machine Learning, Statistics, Data Analytics and Computational sciences.

● Several years of research and author of several Journal and Conference articles in Applied Machine Learning, Respiratory Systems and Motor-Control. Ph.D. in Engineering and M.Sc. in Computer Science Sep 2014-now N ortheastern University (GPA: 3.92) B oston, MA

Dissertation: "Classification of respiratory systems disease using Statistical Mechanics and Optimization of Artificial Ventilation Strategies”

Relative Courseworks: Machine Learning, Artificial Intelligence, Algorithm Design, Web Development Graduate Certificate in Data Analytics S ep 2016

Northeastern University (G PA: 3.95) B oston, MA

Relative Courseworks: Data Mining,,Visualization, Computational Statistics M.Sc. in Operation Research S ep 2016

Northeastern University (G PA: 4.0) B oston, MA

Relative Courseworks: Linear Optimization, Supply Chain B .Sc. Mechanical Engineering Jun 2012

Sharif University of Technology (G PA : 17.25/20) T ehran, Iran Thesis: "Numerical Investigation of Droplets impacting a sieve" Machine Learning, Advanced Machine Learning, Artificial Intelligence, Data Mining, Algorithm Design, Information Visualization, Information Retrieval, Web Development, Computational Statistics, Advanced Mathematics, Computational Fluid Mechanics, Finite Element Method. Northeastern University, Augmented Cognition Lab Boston, MA Affective Computing: A pril 2017-Feb 2018

● Machine Learning Analysis of Multimodal Physiological Signals Within and Across Individuals to Predict Physiological Threat vs. Challenge.

● Data Mining of Resting dynamics by investigating video-based facial landmarks and M ultimodal Physiological Signals.

N avigation :

● First-Person Indoor Navigation via Vision-Inertia Data Fusion

● Simultaneous Human Pose and Position Estimation Using IMU Data Fusion Northeastern University, Rehabilitation System Labs Boston, MA A ctivity Recognition System Design: June 2015-Sep 2016

● Training an Artificial Neural Network classifier for Activity Recognition

● Implementing the trained machine learning classifier on microcontroller Northeastern University, Mechatronics Labs Boston, MA V irtually Interfaced Rehabilitation Robotics J an 2013-Dec 2015

● Virtual Reality Interface Design for Ankle Robotic Rehabilitation System (VIRABT)

● Hardware Development for the Control and Embedding Sensors p hddesktop.com Dec 2016

A crowdsourcing website for PhD students enables them to both find their articles using an MIT api as well as writing notes on each for each article, review the article and contact with the authors. This could be widely used by millions of researcher around the globe! so far, the website has 100 active users. mohsennabian.weebly.com Apr 2016

a website portraying my Data-Visualization and Data-Mining projects

● write a web scraper in R for yelp.com extracting required data for all restaurants in Boston MA.

● Interactive Data Visualization map of the Restaurants in Massachusetts for popularity and price

● Investigation of the existence of significant correlations between parameters such as mean income, average price of restaurants in each area and average people's satisfaction

● Data Visualization of Hubway open source data

● Data Visualization on my personal YouTube Data

● Text Visualization of 2016 U.S. Presidential Candidacy

● Programming: Python, R, Java, MATLAB, C

● Database: Mongodb, Elastic-Search, SQLite

● Full-Stack Web Development: Html, CSS, Javascript, Angular JS, Passport JS, Bootstrap, Mongodb

● Visualization Tools: ggplot, Tableau

● E ngineering Modeling: Abaqus, Labview, ANSYS, Fluent, Simulink, OpenSim

● Text Editors : LaTeX

● M.Nabian, Y.Yin, S.Ostadabbas, " A Biosignal Specific Processing Tool for Machine Learning and Pattern Recognition", HI-POCT 2017.

● A.Khalaf, M .Nabian, S.Ostadabbas,"Analysis of Multimodal Physiological Signals Within and Across Individuals to Predict Physiological Threat vs. Challenge", IEEE Transaction of Affective Computing, 2017 (Under Review)

● Yen, S. C., Olsavsky, L. C., Cloonan, C. M., Llanos, A. R., Dwyer, K. J., N abian, M., & Farjadian, A. B. (2018). An examination of lower limb asymmetry in ankle isometric force control. H uman movement science, 5 7, 40-49.

● M.Nabian, & U. Narusawa, (2017). Quasi-Static Pulmonary PV Curves of Patients with ARDS Part I: Characterization. Respiratory physiology & neurobiology.

● A.B.Farjadian, M .Nabian, S.C.Yen, "V i-RABT: A Platform-based Robot for Ankle & Balance Assessment and Training", Journal of Medical and Biological Engineering, 2017

● Maureen K. Holden, Amir B. Farjadian, M .Nabian, Constantinos Mavroidis ”Virtually Interfaced Robotic Ankle and Balance Trainer” US Patent, P CTUS1372444.

● Amir B Farjadian, M .Nabian, Constantinos Mavroidis, Maureen K Holden,” I mplementation of a task-dependent anisotropic impedance controller into a 2-DOF platform-based ankle rehabilitation robot”, R obotics and Automation

(ICRA), 2015 IEEE

● M.Nabian,Amir B. Farjadian, Maureen K. Holden, and Constantinos Mavroidis” Development of 2-DOF Ankle Rehabilitation System” NEBEC 2014, 40TH Annual Northeast Bioengineering Conference.

● Amir B. Farjadian, M .Nabian, Maureen K. Holden, and Constantinos Mavroidis, “Implementation of Task-dependent Modular Impedance Controller into 2-DOF Ankle Rehabilitation Robot”. 2 015 IEEE International Conference on Robotics and Automation.

● Amir B. Farjadian, M .Nabian, M.K. Holden, and C.Mavroidis” Controlling Motion versus Force: Using the 2-DOF Robotic Ankle Trainer to Assess Ankle’s Motor Control”, 36th Annual International IEEE EMBS Conference.

● M.Nabian, N.Nayeb Hashemi,”The effect of circumferential cracks on the torsional dynamic response of shafts” ASME 2011 International Mechanical Engineering Congress & Exposition, San Diego, California,USA.

● M.Nabian, M.T.Ahmadian, “Multi-Objective Optimization of Functionally Graded Hollow Cylinders” ASME 2011 International Mechanical Engineering Congress & Exposition, Colorado, November 2011.

● ASME Journal of Engineering and Science in Medical Diagnostics and Therapy ( 5 Paper Reviewed )

● IEEE Transactions on Biomedical Circuits and Systems (1 Paper Reviewed )

● Recipient of the “B est poster award”, Northeastern University, Nov.2015

● Selected as T alented Student in Sharif University of Technology, 2010.

● Ranked T OP 100 o f nearly 3 50,000 participants, in the nationwide university entrance exam, 2006.

● Semifinalist in the N ational Mathematics Olympiad, Iran, 2 003, 2 004 and 2 005.

● Semifinalist in the N ational Physics Olympiad, Iran, 2005. Northeastern University (4 years) Sep 2012-June 2017 Sharif University of Technology (1 year) Sep 2011-Sep 2012 Azad University, Science and Research Branch (1 year) Sep 2011-Sep 2012 U ichiro Narusawa P rof of Mechanical, BioEngineering Departments, Northeastern University n *******@***.***.*** Sarah Ostadabbass, P rof of Electrical and Computer Engineering, Northeastern University o *********@***.***.*** Sheng-Che Yen, P rof of M ovement & Rehabilitation Science, Northeastern University s .yen@ northeastern.neu.edu Amir Bahador Farjadian, P ostDoc at Mechanical Engineering, MIT a mirbf@ mit.edu

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