BEGIN:VCALENDAR
VERSION:2.0
PRODID:Linklings LLC
BEGIN:VTIMEZONE
TZID:America/Los_Angeles
X-LIC-LOCATION:America/Los_Angeles
BEGIN:DAYLIGHT
TZOFFSETFROM:-0800
TZOFFSETTO:-0700
TZNAME:PDT
DTSTART:19700308T020000
RRULE:FREQ=YEARLY;BYMONTH=3;BYDAY=2SU
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:-0700
TZOFFSETTO:-0800
TZNAME:PST
DTSTART:19701101T020000
RRULE:FREQ=YEARLY;BYMONTH=11;BYDAY=1SU
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
DTSTAMP:20260402T024533Z
LOCATION:Exhibitor Forum\, Level 1 Exhibit Hall
DTSTART;TZID=America/Los_Angeles:20250625T111500
DTEND;TZID=America/Los_Angeles:20250625T114500
UID:dac_DAC 2025_sess315_EF117@linklings.com
SUMMARY:DeepPCB: Transforming PCB Place & Route through Reinforcement Lear
 ning
DESCRIPTION:Alain-Sam Cohen (InstaDeep)\n\nToday's PCB designers face sign
 ificant challenges, including component shortages, rapidly evolving design
  constraints, and intense pressure to deliver results quickly. Traditional
  manual place-and-route processes frequently involve repetitive, time-cons
 uming tasks that delay development.\nIn this talk, we introduce DeepPCB, a
 n AI-based tool that learns PCB placement and routing through iterative tr
 ial and error, quickly generating DRC-compliant designs. We illustrate Dee
 pPCB's capabilities through a practical use-case involving a complex multi
 -layer PCB design, demonstrating how this integrated approach significantl
 y reduces design iteration cycles. This helps designers swiftly respond to
  demanding timelines and component shortages.\n\nParticipants will discove
 r how AI-driven tools like DeepPCB enable engineers to spend less time on 
 repetitive tasks and more on strategic, creative aspects of PCB developmen
 t. The session emphasizes the collaborative potential between human design
 ers and AI, highlighting tangible productivity gains and enhanced adaptabi
 lity to industry challenges.\n\n
END:VEVENT
END:VCALENDAR