Mohammad Dastgheib
  • About
  • Portfolio
  • Skills
  • Research
  • Publications
  • CV
  • Hire Me
Categories
All (4)
arXiv (1)
Bayesian DDM (1)
Bayesian LBA (1)
Cognitive Neuroscience (1)
EEG (1)
Gaze Interaction (1)
Human Factors (2)
Mixed Methods (1)
ML (1)
Psychophysics (1)
Pupillometry (2)
R Shiny (1)
Remote Study (1)
XGBoost (1)
XR/HCI (1)

Portfolio

Four case studies covering XR interaction, real-time cognitive monitoring, psychophysical modeling, and memory. Each one walks from question to method to result.

XR Adaptive Modality: Case Study
XR/HCI
Gaze Interaction
Bayesian LBA
Remote Study
arXiv

I built a remote XR interaction testbed and evaluated whether a context-aware adaptive system can reduce gaze failure modes (e.g., Midas Touch slips: accidental activations)…

February 2026

Surgeon Cognitive Dashboard — Case Study
Human Factors
Pupillometry
XGBoost
R Shiny
ML

A proof-of-concept for a real-time analytics platform that uses pupillometry and motor-based metrics to predict a surgeon’s cognitive state, inspired by my work at Surgical…

October 2025

Case Study: A Psychophysiological Approach to Modeling Dual-Task Interference
Human Factors
Psychophysics
Bayesian DDM
Pupillometry

A research roadmap case study on modeling dual-task interference using pupillometry to enhance performance in high-stakes environments.

June 2025

Case Study: Optimizing Learning with Cognitive States
Cognitive Neuroscience
EEG
Mixed Methods

A mixed-methods study from recruitment through analysis, comparing napping and meditation for declarative and procedural memory consolidation.

June 2019
No matching items
Back to top

© 2026 Mohammad Dastgheib  ·  PhD Candidate, UC Riverside

Built with Quarto