About Me

ESIF Building at the National Renewable Energy Laboratory Photo of Adam Lechowicz

Adam Lechowicz

he/they

I’m currently a PhD intern at the National Renewable Energy Laboratory’s Power Systems Engineering Center, working with Joshua Comden. I am also a second-year PhD student in the Manning College of Information and Computer Sciences at the University of Massachusetts Amherst, where I am advised by Mohammad Hajiesmaili and Prashant Shenoy.

I work at the intersection of theory and systems, with an emphasis on problems that hold implications for energy, equity, and climate change. From a theoretical perspective, I am interested in designing algorithms for online optimization, particularly of the learning-augmented or provably fair types. On the application side, I am especially interested in efforts which promote the decarbonization of energy systems and computing infrastructure. My work is supported by a U.S. Department of Energy Computational Science Graduate Fellowship (CSGF).

Through my research, I strive to advance ideals of social, racial, economic, and environmental justice.

Selected Publications

full list → 

Chasing Convex Functions with Long-term Constraints
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, 3 more authors
ICML 2024 (to appear).

Online Conversion with Switching Costs: Robust and Learning-augmented Algorithms
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, 3 more authors
ACM SIGMETRICS / IFIP Performance 2024.

The Online Pause and Resume Problem:
Optimal Algorithms and An Application to Carbon-aware Load Shifting

Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, 3 more authors
ACM SIGMETRICS / IFIP Performance 2024.

Time Fairness in Online Knapsack Problems
Adam Lechowicz, Rik Sengupta, Bo Sun, Shahin Kamali, Mohammad Hajiesmaili
ICLR 2024. (workshop version)

Equitable Network-aware Decarbonization of Residential Heating at City Scale
Adam Lechowicz, Noman Bashir, John Wamburu, Mohammad Hajiesmaili, Prashant Shenoy
ACM e-Energy 2023. (Slides)

Contact

email: alechowicz [at] umass [dot] edu