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PUSHING THE LIMITS OF COUNTERFACTUAL THINKING.

Learning @ CFD

We are actively engaging experts around the globe to assemble best practices.  

Counterfactual Designs is working on new ways to illuminate, share, and educate on the core concepts in quantifying the impact and value of energy projects and programs-- and beyond.

Some good resources for M&V models

ReImagine Energy - Benedetto Grillione's Substack

Simon Rouchier's Bayesian Methods page

Adrian Chong's page at NUS

YouTube Videos

AEE "Role of the M&V Professional" with Hassan and Pierre

Abraxas "IPMVP's Original Sin"

Useful and Interesting Links

https://analytica.com/case-studies/social-influences-in-modeling-energy-decarbonization/

Examples

Wattcarbon - Carbon M&V using counterfactuals

Related Arenas - Climate / ESG / Policy
 

IFVA -   https://ifvi.org/

Value Balancing Alliance - https://www.value-balancing.com/

ImpactableX - practical 

EU Policy Conference on Counterfactuals

SYSTEMS 

International Institute for the Application of Systems Analysis  Systems Analysis

Santa Fe Institute - Complex Systems

MIT Fundamentals of Systems Engineering

Counterfactuals and Cognition 

Tobias Gerstenberg - Counterfactual simulation in causal cognition - IPAM at UCLA

Judea Pearl - Lex Fridman

Awakening & the Bayesian brain with Shamil Chandaria | Living Mirrors

Bayesian Stuff

Colab Example

​DESIGN

Change by Design

IDEO Design Kit

Energyplus-MCP​

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