Publications
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2025
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
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).
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
Zuberi, Jibran, Arman Shehabi, and Prakash Rao."Cross-sectoral assessment of CO2 capture from U.S. industrial flue gases for fuels and chemicals manufacture."International Journal of Greenhouse Gas Control
135 (2024) 104137. DOI
Rosner, Fabian, Boxun Hu, Michael C Tucker, and Hanna Breunig."Prospects of hydrogen cogeneration and carbon dioxide utilization in electrochemical refineries for ethylene production via oxidative coupling of methane: A techno-economic assessment."
(2024).
Attal-Juncqua, Aurelia, Galen Dods, Nicole Crain, James Diggans, David Dodds, Sam Evans, Nick Fackler, Kevin Flyangolts, Kathleen Gibson, Margaret E Kosal, Aditya Kunjapur, Russ Read, Brian Renda, Corinne D Scown, Kissaou Tchedre, Krista Ternus, Beth Vitalis, and Gigi Gronvall."Shaping the future US bioeconomy through safety, security, sustainability, and social responsibility."Trends in Biotechnology
42.6 (2024) 671-673. DOI
Wei, Max, Gregory J Rosenquist, Katie Coughlin, Edward Cubero, Chao Ding, Thomas A Burke, Omar Abdelaziz, Jackson Thach, Anthony Ng, Jonah Steinbuck, and Drew Bohan."Benefits and Challenges in Using Low GWP A3 Refrigerants in Residential Air Condition Equipment."
(2024).
Peng, Peng, Henry Z.H Jiang, Stephanie Collins, Hiroyasu Furukawa, Jeffrey R Long, and Hanna Breunig."Long Duration Energy Storage Using Hydrogen in Metal–Organic Frameworks: Opportunities and Challenges."ACS Energy Letters
(2024) 2727 - 2735. DOI
Needell, Zachary, Paul Waddell, Juan Caicedo, Haitam Laarabi, Yuhan Wang, Cristian Poliziani, Jessica Lazarus, Dmitrii Openkov, Max Gardner, Nazanin Rezaei, Josh Auld, and Randy Weimer."Platform for Integrated Land use And Transportation Experiments and Simulation (PILATES) v1.0."
(2024).
Yen, Yu-Chieh J, Ken Nixon, Stephane de la Rue du Can, Theo Covary, Jim Lutz, and Marcus Dekenah."Residential Water Heating Demand Side Management (DSM) - South Africa."
(2024).
Jin, Ling, Connor P Jackson, Yuhan Wang, Qianmiao Chen, Tin Ho, C Anna Spurlock, Aaron Brooker, Jake Holden, Jeff Gonder, Mohamed Amine Bouzaghrane, Bingrong Sun, Shivam Sharda, Venu Garikapati, Thomas P Wenzel, and Juan Caicedo."Technology progress and clean vehicle policies on fleet turnover and equity: insights from household vehicle fleet micro-simulations with ATLAS."Transportation Planning and Technology
(2024) 1 - 24. DOI