MIT Deep Learning Series
← Driving Science
MIT Deep Learning Series
← Driving Science
Eight comprehensive modules drawing on MIT research across human factors, traffic systems, system safety, distraction, driver behaviour, vulnerable road users, ADAS, and intelligent transport systems. Each module is 20 slides of in-depth, evidence-based content.
8 Modules — Click to Open
Each module distils peer-reviewed MIT research into clear, print-ready slides. Open in browser and use File → Print → Save as PDF for A4 output.
How human perception, cognition, and physiology shape driving performance. Covers reaction time, attention limits, visual processing, situational awareness, and why human error is the root of most crashes.
The science of how traffic flows, breaks down, and recovers. Covers flow-density-speed relationships, shockwaves, motorway capacity, merging dynamics, and DynaMIT real-time simulation.
Why crashes are never just "driver error." Swiss Cheese model, STAMP, CAST investigation methodology, Haddon Matrix, Safe System, Vision Zero, and how to investigate and prevent crashes at the systems level.
The 27-second cognitive residue effect, AAA distraction scale, 23× crash risk from texting in an HGV, phone vs. alcohol comparison, automation complacency, PERCLOS drowsiness research, and evidence-based countermeasures.
Dual Process Theory, risk homeostasis, Social Value Orientation, aggressive driving psychology, young driver neuroscience (PFC maturity), older driver adaptation, behaviour change science, and the GDE Matrix.
Pedestrian biomechanics, MIT CSAIL speed underestimation research, SMIDSY mechanism, cyclist safety, motorcyclist PPE effectiveness, night-time detection distances, VRU AEB effectiveness, speed vs. survival data.
SAE L0–L5 automation levels, MIT AVT naturalistic driving data, takeover time research (2s to 5s+ as engagement increases), AEB mechanics and effectiveness, ISA, DMS, Euro NCAP, AV ethics, and correct ADAS use.
DynaMIT real-time prediction, variable speed limits (28–36% crash reduction), ramp metering, SCATS signal control, SPECS average speed cameras, V2X C-ITS communications, TMC operations, and ITS in Ireland.
About This Series
Every module draws on named MIT researchers, specific datasets, and peer-reviewed studies — not generic safety messaging.
Put the science into practice — book a lesson with Smart Driving Academy and apply evidence-based techniques from day one.