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An Open-Source Framework for Evaluating the Cost and Greenhouse Gas Emission Impacts of Design Decisions in Hydrogen Direct Reduced Iron Production
Hoffmann, Elina S., Karplus, Valerie J., Pistorius, P. Chris. "An Open-Source Framework for Evaluating the Cost and Greenhouse Gas Emission Impacts of Design Decisions in Hydrogen Direct Reduced Iron Production," AIST Transactions , Iron & Steel Technology , February 2026, Vol. 23, No. 2, pp. 196-211. DOI 10.33313/TR/0226. View the paper here

LEO
5 days ago1 min read
Heterogeneous operations and opportunities to reduce CO2 emissions in global blast furnace ironmaking
Hoffmann, Elina S., Karplus, Valerie J., Pistorius, Chris P. 2025. Heterogeneous operations and opportunities to reduce CO2 emissions in global blast furnace ironmaking. Environmental Research: Letters 21 024005. View the paper here

LEO
Jan 141 min read
Status of CCS injection well regulation in the United States and correlates of project location and maturity
Moore, Emily J., et al. 2025. Status of CCS injection well regulation in the United States and correlates of project location and maturity . Environmental Research: Energy 2 045021. View the paper here

LEO
Jan 141 min read
Subsistence preference in practice: access decisions in salmon fisheries in the Alaskan Yukon River
Curtis, S. E., B. Fischhoff, and V. J. Karplus. 2025. Subsistence preference in practice: access decisions in salmon fisheries in the Alaskan Yukon River. Ecology and Society 30(4):43. View the paper here

LEO
Dec 10, 20251 min read
2025 Accelerating Green Steel Workshop Proceedings
The Wilton E. Scott Institute for Energy Innovation hosted a research workshop on Accelerating Green Steel at Carnegie Mellon University. The workshop gathered experts on iron and steelmaking from around the globe on September 4-5, 2025. The workshop was co-hosted by the Center for Iron and Steelmaking Research (CISR), with support from the Industrial Decarbonization Analysis, Benchmarking, and Action Partnership, funded by the U.S. National Science Foundation. The workshop b

LEO
Nov 25, 20251 min read
Downsizing the National Oceanic and Atmospheric Administration
Karplus, V and C Samaras (2025), ‘Downsizing the National Oceanic and Atmospheric Administration‘, in Gensler, G, S Johnson, U Panizza and B Weder di Mauro (eds), The Economic Consequences of The Second Trump Administration: A Preliminary Assessment, CEPR Press, Paris & London. View the chapter here.

LEO
Nov 5, 20251 min read
New frontiers in research on industrial decarbonization
Armitage, Sara; Barrage, Lint; Burtraw, Dallas; Colmer, Jonathan; De Preux, Laure; Gillignham, Kenneth T.; Hawkins-Pierot, Jonathan; Holt, Charles; Karplus, Valerie J.; Löfgren, Åsa; Martin, Ralf; Miller, Nathan; Muûls, Mirabelle; Osborne, Matthew; Severnini, Edson; Shobe, Willian; Sileo, Grethcen; Smirnyagin, Vladimir; Stoerk Thomas; Tsyvinski, Aleh; Wagner, Katherine; Wagner, Ulrich J.; Wu, Xi (2025). New frontiers in research on industrial decarbonization. Science Vol. 39

LEO
Nov 4, 20251 min read
Sustaining the Global Energy Transition
Valerie Karplus just published a new discussion paper entitled Sustaining the Global Energy Transition with the Harvard Project on Climate Agreements. The paper considers the implications of high interest rates, trade tensions, and energy geopolitics for the deployment of technologies to decarbonize industries worldwide and argues for strategies that maintain momentum that are connected with objectives beyond climate alone. View the paper here . A related LinkedIn post about

LEO
Oct 16, 20251 min read
Air Quality Policy Outcomes at U.S. Coal Power Plants
Read LEO member Dr. Joanna Slusarewicz's Engineering and Public Policy Ph.D. thesis below.

LEO
Jul 31, 20251 min read
Simulating regional workforce impacts of decarbonizing integrated steelmaking
Miles, Jillian; Combemale, Christophe; Karplus, Valerie J.; Pistorius, P. Chris (2025). Simulating regional workforce impacts of...

LEO
May 6, 20251 min read
Management practices and manufacturing firm responses to a randomized energy audit
Zhang, Da; Karplus, Valerie J. (2025). Management practices and manufacturing firm responses to a randomized energy audit. Nature Energy....

LEO
Mar 12, 20251 min read
2024 Accelerating Green Steel Workshop Proceedings
The Wilton E. Scott Institute for Energy Innovation hosted a Research Workshop on Accelerating Green Steel at Carnegie Mellon University, which gathered experts on iron and steelmaking from around the globe on November 13-14, 2024. The workshop was co-hosted by the Center for Iron and Steelmaking Research (CISR). The workshop brought together representatives of eighteen organizations (see Participating Organizations) with iron and steel production spanning six continents and

LEO
Mar 12, 20251 min read
Beyond the Bottom Line: Assessing Non-Economic Barriers to Hydrogen Adoption
Read LEO member Dr. Ioana Iacob's Engineering and Public Policy Ph.D. thesis below.

LEO
Feb 26, 20251 min read
Feature Engineering to Embed Process Knowledge: Analyzing the Energy Efficiency of Electric Arc Furnace Steelmaking
Zhuo, Q.; Al-Harbi, M.N.; Pistorius, P.C. (2025). Feature Engineering to Embed Process Knowledge: Analyzing the Energy Efficiency of...

LEO
Feb 12, 20251 min read
Technology, Institutions, and Organizational Performance in Public Health and Climate Change Contexts
Read LEO member Dr. Elina Hoffmann's Engineering and Public Policy Ph.D. thesis below.

LEO
Jan 22, 20251 min read
Expanding renewable electricity use in global corporate supply chains
Sievert, K., Song, Y., Chen, Y., and Karplus, V.J. (2024), Environmental Research: Energy , Vol. 1, No. 3, July 2024. View the paper here

LEO
Jan 22, 20251 min read
The C-REM 4.0 model: A CGE model for provincial analysis of China’s carbon neutrality target
Hantan Peng, Chenfei Qu, Valerie J. Karplus, Da Zhang (2025), Energy and Climate Management , Vol. 1, Issue 1, March 2025. View the paper...

LEO
Jan 22, 20251 min read
How to sustain scientific collaboration amid worsening US–China relations
Valerie J. Karplus, Lan Xue, M. Granger Morgan, Kebin He, David G. Victor, Shuang-Nan Zhang (2024), Nature , 14 January 2025. View the...

LEO
Jan 22, 20251 min read
decarbSTEEL (Decarbonizing Steelmaking TechnoEconomic EvaLuation) Tool Version 2.0
Developed by LEO member Elina Hoffmann, LEO alumna Katie Jordan, and Valerie Karplus and P. Chris Pistorius, this model supports...

LEO
Jan 22, 20251 min read
Risks in the design of regional hydrogen hub systems: A review and commentary
Karplus, V., Iacob, I., Moore, E., Morgan, G. (2024), Risk Analysis , 1-19. View the paper here

LEO
Sep 19, 20241 min read
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