Personal information

Mathematical Modeling, Machine Learning, Biosensing
United States

Activities

Employment (1)

Emory University: Atlanta, US

(Biomedical Informatics)
Employment
Source: Self-asserted source
Yashar Kiarashi

Education and qualifications (4)

Georgia Institute of Technology: Atlanta, US

2016-08-10 to 2021-09-01 | PhD (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Yashar Kiarashi

Georgia Institute of Technology: Atlanta, US

2016-08-10 to 2018-08-10 | MSc (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Yashar Kiarashi

Shiraz University: Shiraz, IR

2012-08-10 to 2015-08-10 | MSc (Electrical Engineering)
Education
Source: Self-asserted source
Yashar Kiarashi

Shiraz University: Shiraz, IR

2008-08-10 to 2012-08-10 | BSc (Electrical Engineering)
Education
Source: Self-asserted source
Yashar Kiarashi

Works (22)

From motion to emotion: exploring challenging behaviors in autism spectrum disorder through analysis of wearable physiology and movement

Physiological Measurement
2025-01-31 | Journal article
Contributors: Ali Bahrami Rad; Tania Villavicencio; Yashar Kiarashi; Conor Anderson; Jenny Foster; Hyeokhyen Kwon; Theresa Hamlin; Johanna Lantz; Gari D Clifford
Source: check_circle
Crossref

Indoor Group Identification and Localization Using Privacy-Preserving Edge Computing Distributed Camera Network

IEEE Journal of Indoor and Seamless Positioning and Navigation
2024 | Journal article
Part of ISSN: 2832-7322
Contributors: Chaitra Hegde; Yashar Kiarashi; Amy D. Rodriguez; Allan I. Levey; Matthew Doiron; Hyeokhyen Kwon; Gari D Clifford
Source: Self-asserted source
Yashar Kiarashi
grade
Preferred source (of 2)‎

Off-Body Sleep Analysis for Predicting Adverse Behavior in Individuals With Autism Spectrum Disorder

IEEE Journal of Biomedical and Health Informatics
2024-11 | Journal article
Contributors: Yashar Kiarashi; Pradyumna B. Suresha; Ali Bahrami Rad; Matthew A Reyna; Conor Anderson; Jenny Foster; Johanna Lantz; Tania Villavicencio; Theresa Hamlin; Gari D Clifford
Source: check_circle
Crossref

Off-body Sleep Analysis for Predicting Adverse Behavior in Individuals with Autism Spectrum Disorder

2024-01-24 | Preprint
Contributors: Yashar Kiarashi; Pradyumna B Suresha; Ali Bahrami Rad; Matthew A Reyna; Conor Anderson; Jenny Foster; Johanna Lantz; Tania Villavicencio; Theresa Hamlin; Gari D Clifford
Source: check_circle
Crossref

A Feasibility Study on Indoor Localization and Multiperson Tracking Using Sparsely Distributed Camera Network With Edge Computing

IEEE Journal of Indoor and Seamless Positioning and Navigation
2023 | Journal article
Part of ISSN: 2832-7322
Contributors: Hyeokhyen Kwon; Chaitra Hegde; Yashar Kiarashi; Venkata Siva Krishna Madala; Ratan Singh; ArjunSinh Nakum; Robert Tweedy; Leandro Miletto Tonetto; Craig M. Zimring; Matthew Doiron et al.
Source: Self-asserted source
Yashar Kiarashi

Graph Trilateration for Indoor Localization in Sparsely Distributed Edge Computing Devices in Complex Environments Using Bluetooth Technology

Sensors
2023-11-30 | Journal article
Part of ISSN: 1424-8220
Contributors: Yashar Kiarashi; Soheil Saghafi; Barun Das; Chaitra Hegde; Venkata Siva Krishna Madala; ArjunSinh Nakum; Ratan Singh; Robert Tweedy; Matthew Doiron; Amy D. Rodriguez et al.
Source: Self-asserted source
Yashar Kiarashi

Heart murmur detection from phonocardiogram recordings: The George B. Moody PhysioNet Challenge 2022

PLOS Digital Health
2023-09-11 | Journal article
Part of ISSN: 2767-3170
Contributors: Matthew Reyna; Yashar Kiarashi; Andoni Elola; Jorge Oliveira; Francesco Renna; Annie Gu; Erick A. Perez Alday; Nadi Sadr; Ashish Sharma; Jacques Kpodonu et al.
Source: Self-asserted source
Yashar Kiarashi

Metric Learning: Harnessing the Power of Machine Learning in Nanophotonics

ACS Photonics
2023-01-31 | Journal article
Part of ISSN: 2330-4022
Part of ISSN: 2330-4022
Contributors: Mohammadreza Zandehshahvar; Yashar Kiarashi; Muliang Zhu; Daqian Bao; Mohammad H Javani; Reza Pourabolghasem; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022

Computing in Cardiology Conference (CinC)
2022-12-31 | Journal article
Part of ISSN: 2325-887X
Contributors: "Matthew A. Reyna; Yashar Kiarashinejad; Andoni Elola; Jorge Oliveira; Francesco Renna; Annie Gu; Nadi Sadr; Erick Andres Perez Alday; Ashish Sharma; Sandra S. Mattos et al.
Source: Self-asserted source
Yashar Kiarashi

COVID-19 pneumonia chest radiographic severity score: variability assessment among experienced and in-training radiologists and creation of a multireader composite score database for artificial intelligence algorithm development

The British Journal of Radiology
2022-06-01 | Journal article
Part of ISSN: 0007-1285
Part of ISSN: 1748-880X
Contributors: Marly van Assen; Mohammadreza Zandehshahvar; Hossein Maleki; Yashar Kiarashi; Timothy Arleo; Arthur E. Stillman; Peter Filev; Amir H. Davarpanah; Eugene A. Berkowitz; Stefan Tigges et al.
Source: Self-asserted source
Yashar Kiarashi

Manifold Learning for Knowledge Discovery and Intelligent Inverse Design of Photonic Nanostructures: Breaking the Geometric Complexity

ACS Photonics
2022-02-16 | Journal article
Part of ISSN: 2330-4022
Part of ISSN: 2330-4022
Contributors: Mohammadreza Zandehshahvar; Yashar Kiarashinejad; Muliang Zhu; Hossein Maleki; Tyler Brown; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Inverse design of photonic nanostructures using dimensionality reduction: reducing the computational complexity

Optics Letters
2021-06-01 | Journal article
Part of ISSN: 0146-9592
Part of ISSN: 1539-4794
Contributors: Mohammadreza Zandehshahvar; Yashar Kiarashi; Michael Chen; Reid Barton; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Toward understanding COVID-19 pneumonia: a deep-learning-based approach for severity analysis and monitoring the disease

Scientific Reports
2021-05-27 | Journal article
Part of ISSN: 2045-2322
Contributors: Mohammadreza Zandehshahvar; Marly van Assen; Hossein Maleki; Yashar Kiarashi; Carlo N. De Cecco; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Dynamic Hybrid Metasurfaces

Nano Letters
2021-02-10 | Journal article
Part of ISSN: 1530-6984
Part of ISSN: 1530-6992
Contributors: Sajjad Abdollahramezani; Omid Hemmatyar; Mohammad Taghinejad; Hossein Taghinejad; Yashar Kiarashinejad; Mohammadreza Zandehshahvar; Tianren Fan; Sanchit Deshmukh; Ali A. Eftekhar; Wenshan Cai et al.
Source: Self-asserted source
Yashar Kiarashi

Inverse Design of Nanophotonic Structures Using a Hybrid Dimensionality Reduction Technique

Frontiers in Optics / Laser Science
2020 | Conference paper
Contributors: Michael Chen; Mohammadreza Zandehshahvar; Yashar Kiarashinejad; Omid Hemmatyar; Divya Umapathy; Sajjad Abdollahramezani; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Tunable nanophotonics enabled by chalcogenide phase-change materials

Nanophotonics
2020-05-26 | Journal article
Part of ISSN: 2192-8614
Part of ISSN: 2192-8606
Contributors: Sajjad Abdollahramezani; Omid Hemmatyar; Hossein Taghinejad; Alex Krasnok; Yashar Kiarashinejad; Mohammadreza Zandehshahvar; Andrea Alù; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Knowledge Discovery in Nanophotonics Using Geometric Deep Learning

Advanced Intelligent Systems
2020-02 | Journal article
Part of ISSN: 2640-4567
Part of ISSN: 2640-4567
Contributors: Yashar Kiarashinejad; Mohammadreza Zandehshahvar; Sajjad Abdollahramezani; Omid Hemmatyar; Reza Pourabolghasem; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Deep learning approach based on dimensionality reduction for designing electromagnetic nanostructures

npj Computational Materials
2020-02-04 | Journal article
Part of ISSN: 2057-3960
Contributors: Yashar Kiarashinejad; Sajjad Abdollahramezani; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Full color generation with Fano-type resonant HfO<sub>2</sub> nanopillars designed by a deep-learning approach

Nanoscale
2019 | Journal article
Part of ISSN: 2040-3364
Part of ISSN: 2040-3372
Contributors: Omid Hemmatyar; Sajjad Abdollahramezani; Yashar Kiarashinejad; Mohammadreza Zandehshahvar; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Structural Colors by Fano-resonances Supported in All-dielectric Metasurfaces Made of HfO2

Frontiers in Optics + Laser Science APS/DLS
2019 | Conference paper
Contributors: Omid Hemmatyar; Sajjad Abdollahramezani; Yashar Kiarashinejad; Mohammadreza Zandehshahvar; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Deep Learning Reveals Underlying Physics of Light–Matter Interactions in Nanophotonic Devices

Advanced Theory and Simulations
2019-09 | Journal article
Part of ISSN: 2513-0390
Part of ISSN: 2513-0390
Contributors: Yashar Kiarashinejad; Sajjad Abdollahramezani; Mohammadreza Zandehshahvar; Omid Hemmatyar; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Dynamic Dielectric Metasurfaces Incorporating Phase-Change Material

Conference on Lasers and Electro-Optics
2018 | Conference paper
Contributors: Sajjad Abdollahramezani; Hossein Taghinejad; Yashar Kiarashi Nejad; Ali A. Eftekhar; Ali Adibi
Source: Self-asserted source
Yashar Kiarashi

Peer review (1 review for 1 publication/grant)

Review activity for PLOS digital health. (1)