Muehlenbachs is an RFF Fellow who focuses on energy-related topics as part of the Center for Energy Economics and Policy. Muehlenbachs' research has used computational methods to study issues in the oil and gas industry. She has experience in structural estimation of dynamic programming models, and has estimated conventional oil and gas extraction costs as well as the probability of change in recoverable reserves, production, and prices.