BoreaRL: A Multi-Objective Reinforcement Learning Environment for Climate-Adaptive Boreal Forest Management
Accepted at ICLR, 2026
Publications
Structuring Collective Action with LLM-Guided Evolution: From Ill-Structured Problems to Executable Heuristics
Submitted, 2026
Bridging Farm Economics and Landscape Ecology for Global Sustainability through Hierarchical and Bayesian Optimization
Accepted in NPJ Sustainable Agriculture, 2026
Assessing the climate benefits of afforestation in the Canadian Northern Boreal and Southern Arctic
Published in Nature Communications, 2025
Learning representations of chromatin contacts using a recurrent neural network identifies genomic drivers of conformation
Published in Nature Communications, 2021
Wireless threat detection device, system, and methods to detect signals in wideband RF systems and localize related time and frequency information based on deep learning
Published in US Patent, 2021
Latent representation of the human pan-celltype epigenome through a deep recurrent neural network
Published in IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021
A Downscaled Faster-RCNN Framework for Signal Detection and Time-Frequency Localization in Wideband RF Systems
Published in IEEE Transactions on Wireless Communications, 2020