64 citations · 376 across the 59 of their papers we have counts for
73 papers
Decoupled Marginal Sharpening for Training-Free Inference-Time Scaling
Weixin Wang, Wei Deng, Anderson Schneider +3
We study how to improve LLM reasoning at inference time without updating model weights or using external reward models. Recent reward-free power-sampling methods define the sequenc…
A Decoupled Approach for Modeling N-k Interdiction with Induced Failures in Electric Power Grids
Andrew Chio, Kaarthik Sundar, Russell Bent +1
The electric power grid is a critical infrastructure system subject to different types of failures which can have devastating impacts on society. One framework to study the resilie…
Optimal Control of Dynamic Gas Networks Using Gaussian Processes with Chance-Constraint Reformulation
Taiwo A. Adebiyi, Robert Ferrando, Manuel Garcia +3
Natural gas networks must accommodate variable demand and supply while maintaining pressure across pipelines whose stored gas couples operating decisions through time. Probabilisti…
Conformal Margins for Electrical Transmission Capacity Under Fixed Balancing Policies
Sushanth Balaraman, Shriram Srinivasan, Kaarthik Sundar
This article presents a data-driven approach to minimally adjust forecast-based steady-state generation dispatch in electrical transmission networks. The goal is to manage congesti…
Constrained Graph Diffusion for Mixed Integer Optimization
Vincenzo Di Vito, Yusuf Guven, Mehdi Taghizadeh +4
This paper proposes a novel learning-based approach to approximately solve instances of mixed-integer optimization problems. These problems are computationally challenging, as they…
Simulating Arbitrage Optimization for Market Monitoring in Gas and Electricity Transmission Networks
Noah Rhodes, Sachin Shivakumar, Luke S. Baker +2
We examine market outcomes in energy transport networks with a focus on gas-fired generators, which are producers in a wholesale electricity market and consumers in the natural gas…