Webinar invitation
Using DRT with EIS: What It Reveals and Where It Misleads
Use DRT as a decision tool. DRT is a powerful tool to understand your electrochemical reactions. To harness its power for decision making, DRT assumptions must be understood. When those assumptions are hidden or violated, teams can misattribute physics and overfit decisions. This webinar is decision-focused and grounded in real battery and hydrogen use cases.
- Know when DRT supports a decision vs. when it adds risk
- Spot misinterpretation traps before they propagate
- Apply a defensible workflow across battery, hydrogen, fuel cell, & electrolyser programs
Built for teams validating batteries, fuel cells, and electrolysers under real program pressure.
Format and logistics
DRT can mislead when assumptions are hidden
Use DRT as a decision tool.
DRT is a powerful tool to understand your electrochemical reactions. To harness its power for decision making, DRT assumptions must be understood. When those assumptions are hidden or violated, teams can misattribute physics and overfit decisions. This webinar is decision-focused and grounded in real battery and hydrogen use cases.
Decisions are only as strong as the assumptions you keep explicit.
Decision-relevant DRT guidance
- What DRT represents and the assumptions it introduces
- Common pitfalls that lead teams to misinterpret DRT results
- Where DRT is appropriate in development, validation, and engineering contexts
- How to use DRT responsibly without overfitting / false certainty
Built for teams making real decisions
Battery, fuel cell, and electrolyser OEMs
R&D leaders, test engineers, and validation teams working with EIS data
Teams using or evaluating DRT for engineering decisions
Reduce risk as EIS moves into operations
Reduce technical risk in validation and QA decisions
Avoid overconfident analysis that masks true failure modes
Build a defensible interpretation process across teams
Meet with Pulsenics Analysis Expert for 1 hr consultation
Attendees can book a free 1-hour technical consultation. This is a working session, not a product demo.
- Review your EIS data (NDA available if needed)
- Determine if DRT is appropriate for your decision context
- Interpret results responsibly and flag limitations
- Identify next experiments that reduce uncertainty
Consultation slots are limited and prioritized for active programs.
Reserve a consultation slot
We will tailor the session to your data, program phase, and decision context.
Relevant resources
Short, technical reads to align on DRT and EIS workflows.
Product insights: EIS for Industrial Electrochemical Systems
Developing Better Electrochemical Cells Using Insights From EIS
Introduction to DRT
Use cases
Real-world case studies you can review before the session.