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2025

Dai, Tao, and Corinne D Scown."A novel approach for large-scale wind energy potential assessment."Renewable and Sustainable Energy Reviews 211 (2025) 115333. DOI
Wang, Xinyi, Hanna Breunig, and Peng Peng."Broad range material-to-system screening of metal–organic frameworks for hydrogen storage using machine learning."Applied Energy 383 (2025) 125346. DOI
Poddar, Tuhin K, and Corinne D Scown."Technoeconomic analysis for near-term scale-up of bioprocesses."Current Opinion in Biotechnology 92 (2025) 103258. DOI
McNeil, Wilson H, Jason Porzio, Fan Tong, Robert A Harley, Maximilian Auffhammer, and Corinne D Scown."Impact of truck electrification on air pollution disparities in the United States."Nat Sustain (2025). DOI
Park, Won Young, Yong Hyun Song, Nikit Abhyankar, Hee Seung Moon, Umed Paliwal, Eunsung Kim, Nina Khanna, Sanghyun Hong, James Hyungkwan Kim, Kenji Shiraishi, Jiang Lin, Seung Wan Kim, and Amol A Phadke."A clean energy Korea by 2035: Transitioning to 80% carbon-free electricity generation."Cell Reports Sustainability (2025). DOI
Szum, Carolyn, Mohamed Firas Jemal, Ezzedine Khalfallah, and Stephane de la Rue du Can."Clean Energy Revolving Loan Funds: International Experience." (2025).
Park, Won Young, and Nihar Shah."Enhancing the Energy Efficiency of Room Air Conditioners in Malaysia: Opportunities and Impact Analysis." (2025).
Office, U.S Department of Energy Industrial Efficiency and Decarbonization, Heidi Fuchs, Unique Karki, Tae-Hwan Lim, Peng Peng, Prakash Rao, Arman Shehabi, and Jibran Zuberi."Transformative Pathways for U.S. Industry: Unlocking American Innovation." (2025). DOI
Jeong, Seongeun, Sofia D Hamilton, Matthew S Johnson, Dien Wu, Alexander J Turner, and Marc L Fischer."Applying Gaussian Process Machine Learning and Modern Probabilistic Programming to Satellite Data to Infer CO2 Emissions."Environmental Science & Technology (2025).
Guo, Wenxuan, Z Hu, Ling Jin, Yanyan Xu, and Marta C González."DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2.5 at scale."Machine Learning: Science and Technology (2025). DOI
Yang, Lin, Peng Peng, Nathaniel Weger, Sarah Mills, Clément Messeri, Akanksha K Menon, Steven Zeltmann, Finn Babbe, Qiye Zheng, Chaochao Dun, Chuan Zhang, Jeffrey J Urban, Andrew M Minor, Ravi S Prasher, Hanna Breunig, and Sean D Lubner."Self-Heating Conductive Ceramic Composites for High Temperature Thermal Energy Storage."ACS Energy Letters (2025) 1002-1012. DOI
Li, Xiatong, Cuihong Song, Sahar H. El Abbadi, Jennifer Stokes-Draut, and Zhiyong Jason Ren."The Impact of Clean Grid Transition on Wastewater Sector Greenhouse Gas Emissions."Environmental Science & Technology Letters 12.2 (2025) 144-150. DOI

2024

Xiao, J, Konstadinos G Goulias, Srinath Ravulaparthy, Shivam Sharda, Ling Jin, and C Anna Spurlock."Evaluating the Impacts of Autonomous Electric Vehicles Adoption on Vehicle Miles Traveled and CO2 Emissions."Energies 17.6127 (2024).
Jin, Ling, Xiaodan Xu, Yuhan Wang, Alina Lazar, Kaveh Farokhi Sadabadi, C Anna Spurlock, Zachary Needell, Duleep Rathgamage Don, Mahyar Amirgholy, and Mona Asudegi."Macroscopic Traffic Modeling Using Probe Vehicle Data: A Machine Learning Approach."Data Science for Transportation 6.3 (2024). DOI
Xu, Xiaodan, Carlos Guirado, Ling Jin, Catherine Ledna, and C Anna Spurlock."NAtional Vehicle Itinerary GenerATor (NAVIGAT)." (2024).
Browne, Axel, David Butts, Edgar Jaramillo-Rodriguez, Nidhi Parikh, Geoffrey Fairchild, Zachary Needell, Cristian Poliziani, Thomas P Wenzel, Timothy C Germann, and Sara Del Valle."Evaluating disease surveillance strategies for early outbreak detection in contact networks with varying community structure."Social Networks 79 (2024) 122 - 132. DOI
Nordahl, Sarah L, Rebecca J Hanes, Kimberley K Mayfield, Corey Myers, Sarah E Baker, and Corinne D Scown."Carbon accounting for carbon dioxide removal."One Earth 7.9 (2024) 1494-1500. DOI
Bracho, Riccardo, Julie Doherty Kowalski, Nina Khanna, Virginie E Letschert, Nicholas DeForest, Rongxin Lin, Keith Kline, Sara Lechtenberg-Kasten, Juan Pablo Carvallo, Loreta Lancellotti, Natalie Kempkey, and Mijal Brady Berkowitz."Leadership and Community Engagement in Chile: Deploying Net-Zero Technologies and Solutions." (2024).
Breunig, Hanna, Patricia Fox, Jeremy Domen, R Kumar, Ricardo Jorge Eloy Alves, Kateryna Zhalnina, Anne Voigtländer, Hang Deng, Bhavna Arora, and Peter Nico."Life cycle impact and cost analysis of quarry materials for land-based enhanced weathering in Northern California."Journal of Cleaner Production (2024) 143757. DOI
Islam, Md Tahmid, Venkataramana R Pidatala, Edward E.K Baidoo, Paul Wolski, Hemant Choudhary, Daniel Putnam, Robert Hutmacher, Jackie Atim, Corinne D Scown, Henrik V Scheller, Blake A Simmons, John M Gladden, and Alberto Rodriguez."M74 - Enhancement of sorghum hydrolysis by addition of amylases to an ionic liquid-based deconstruction process."SIMB Annual Meeting And Exhibition (2024).
Huntington, Tyler, Corinne D Scown, Hanna Breunig, Olga Kavvada, Xinguang Cui, Thomas P Hendrickson, Sarah L Nordahl, Nawa Raj Baral, Minliang Yang, and Melissa Moore." BioSiting Tool (BioSiting) v2." (2024).
Jain, Anubhav, Tianzhen Hong, Mary Ann Piette, Michael D Sohn, Will Gorman, Alexandre Moreira, Lazlo Paul, Haitam Laarabi, and Maher Alghalayini."Frontiers in Energy Storage: Next-Generation Artificial Intelligence (AI)." (2024).
Dun, Chaochao, Xinyi Wang, Linfeng Chen, Sichi Li, Hanna Breunig, and Jeffrey J Urban."Nano-enhanced solid-state hydrogen storage: Balancing discovery and pragmatism for future energy solutions."Nano Research (2024). DOI
Ding, Chao, Jing Ke, Mark D Levine, and Nan Zhou."Potential of artificial intelligence in reducing energy and carbon emissions of commercial buildings at scale."Nature Communications 15 (2024). DOI
Shiraishi, Kenji, Won Young Park, and Daniel M Kammen."The role of hydrogen as long-duration energy storage and as an international energy carrier for electricity sector decarbonization."Environmental Research Letters 19.8 (2024). DOI