Publications

Brazzola N, Meskaldji A, Patt A, Tröndle T, Moretti C
The role of direct air capture in achieving climate-neutral aviation
Nature Communications. 2025; 16: 588 (12 pp.). https://doi.org/10.1038/s41467-024-55482-6
DORA PSI

Funke C, Densing M, Sacchi R, Panos E, Sansavini G, McKenna R
Delving into the black box: stochastic ex-post multi-criteria evaluation of net-zero scenarios with an application to Switzerland
Presented at: 2025 21st international conference on the European Energy Market (EEM); May 27-29, 2025; Lisbon, Portugal. https://doi.org/10.1109/EEM64765.2025.11050135
DORA PSI

Hahn Menacho AJ, Sacchi R, Bauer C, Moretti C, Panos E, McKenna R, et al.
The global environmental footprint of Switzerland’s net-zero energy system uncovers impacts abroad
Communications Earth & Environment. 2025; 6(1): 266 (14 pp.). https://doi.org/10.1038/s43247-025-02220-5
DORA PSI

Hahn Menacho AJ, Sacchi R, Bauer C, Panos E, McKenna R, Burgherr P
The material-energy nexus in net-zero transition scenarios: exploring environmental trade-offs and uncertainties
Resources, Conservation and Recycling. 2025; 218: 108251 (12 pp.). https://doi.org/10.1016/j.resconrec.2025.108251
DORA PSI

Huang H, Burgherr P, Macharis C
A collaborative group decision-support system: the survey based multi-actor multi-criteria analysis (MAMCA) software
Journal of the Operational Research Society. 2025; 76(5): 844-865. https://doi.org/10.1080/01605682.2024.2398114
DORA PSI

Huang H, Metzger DJ, Siskos E, Burgherr P
Analyzing Swiss energy policy through a fuzzy BWM-PROMETHEE approach: a socio-political multi-criteria decision analysis
In: Rezaei J, Brunelli M, Mohammadi M, eds. Proceedings of the fifth international workshop on best–worst method (BWM2024). Lecture notes in operations research. Cham: Springer Nature; 2025. https://doi.org/10.1007/978-3-031-76766-1
DORA PSI

Huang H, Brusselaers N, De Smet Y, Macharis C
Engaging stakeholders in construction transport policy: a mass-participation framework
Case Studies on Transport Policy. 2025; 19: 101359 (16 pp.). https://doi.org/10.1016/j.cstp.2024.101359
DORA PSI

Huang H, Sun S, Mommens K, Macharis C
The MAMCABM framework for the evaluation of mobility decision‐making problems: theory and practice
International Transactions in Operational Research. 2025; 32(4): 1950-1976. https://doi.org/10.1111/itor.13544
DORA PSI

Ingwersen A, Hahn Menacho AJ, Pfister S, Peel JN, Sacchi R, Moretti C
Prospective life cycle assessment of cost-effective pathways for achieving the FuelEU maritime regulation targets
Science of the Total Environment. 2025; 958: 177880 (14 pp.). https://doi.org/10.1016/j.scitotenv.2024.177880
DORA PSI

Kachirayil F, Huckebrink D, Bertsch V, McKenna R
Trade-offs between system cost and supply security in municipal energy system design: an analysis considering spatio-temporal disparities in the value of lost load
Applied Energy. 2025; 381: 124896 (15 pp.). https://doi.org/10.1016/j.apenergy.2024.124896
DORA PSI

Kelk R, Podofillini L, Dang VN, Panos E
Explorative application of discrete Bayesian networks as surrogate models for energy systems analysis
Applied Energy. 2025; 394: 126146 (20 pp.). https://doi.org/10.1016/j.apenergy.2025.126146
DORA PSI

Kim A, Mutel C, Hellweg S
Global sensitivity analysis of correlated uncertainties in life cycle assessment
Journal of Industrial Ecology. 2025. https://doi.org/10.1111/jiec.70036
DORA PSI

Liu Z, Zhang M, Bauer C, McKenna R
The role of low carbon fuels towards net-zero in integrated assessment models and energy system models: a critical review
Renewable and Sustainable Energy Reviews. 2025; 215: 115608 (18 pp.). https://doi.org/10.1016/j.rser.2025.115608
DORA PSI

Liu Z, Nowack B
Using dynamic release modeling to predict historic and current macro- and microplastic releases
Resources, Conservation and Recycling. 2025; 214: 108011 (12 pp.). https://doi.org/10.1016/j.resconrec.2024.108011
DORA PSI

McKenna R, Lilliestam J, Heinrichs HU, Weinand J, Schmidt J, Staffell I, et al.
System impacts of wind energy developments: Key research challenges and opportunities
Joule. 2025; 9(1): 101799 (27 pp.). https://doi.org/10.1016/j.joule.2024.11.016
DORA PSI

Mellot A, Moretti C, Nuñez-Jimenez A, Linder J, Moro N, Powell S, et al.
Electrification, flexibility or both? Emerging trends in European energy policy
Energy Policy. 2025; 206: 114725 (23 pp.). https://doi.org/10.1016/j.enpol.2025.114725
DORA PSI

Mellot A, Linder J, Garrison J, Winzer C, Sansavini G, Meister C, et al.
Exploratory analysis of direct load control policies for heat pumps in the future Swiss electricity system
In: 21st International conference on the European energy market (EEM). IEEE; 2025:(11 pp.). https://doi.org/10.1109/EEM64765.2025.11050315
DORA PSI

Peecock A, Huang J, Martinez-Felipe A, McKenna R
Reviewing sector coupling in offshore energy system integration modelling: the North Sea context
Renewable and Sustainable Energy Reviews. 2025; 210: 115220 (17 pp.). https://doi.org/10.1016/j.rser.2024.115220
DORA PSI

Siskos E, Desbordes A, Burgherr P, McKenna R
Integrated assessment of a robust Choquet integral preference model for efficient multicriteria decision support
European Journal of Operational Research. 2025; 324(3): 871-892. https://doi.org/10.1016/j.ejor.2025.02.011
DORA PSI

Terlouw T, Savvakis N, Bauer C, McKenna R, Arampatzis G
Designing multi-energy systems in Mediterranean regions towards energy autonomy
Applied Energy. 2025; 377: 124458 (14 pp.). https://doi.org/10.1016/j.apenergy.2024.124458
DORA PSI

Tsani T, Pelser T, Ioannidis R, Maier R, Chen R, Risch S, et al.
Quantifying the trade-offs between renewable energy visibility and system costs
Nature Communications. 2025; 16(1): 3853 (15 pp.). https://doi.org/10.1038/s41467-025-59029-1
DORA PSI

Uribe A, Chávez C
Precursors of environmental compliance in a transitional economy: an empirical investigation of monitoring and enforcement in Chile
Environment and Development Economics. 2025. https://doi.org/10.1017/S1355770X25100107
DORA PSI

Weinold MP, McKenna R
Letter to the Editor regarding “Methodological framework for life cycle assessment of sustainable aviation (SA) systems”
Science of the Total Environment. 2025; 979: 179314 (6 pp.). https://doi.org/10.1016/j.scitotenv.2025.179314
DORA PSI

Weinold MP
Letter to the editor regarding "a comparison and methodological proposal for hybrid approaches to quantify environmental impacts: a case study for renewable energies"
Science of the Total Environment. 2025; 964: 178388 (8 pp.). https://doi.org/10.1016/j.scitotenv.2025.178388
DORA PSI

Weinold MP, Kolesnikov S, Anadón LD
Rapid technological progress in white light-emitting diodes and its source in innovation and technology spillovers
Nature Energy. 2025: 1824 (17 pp.). https://doi.org/10.1038/s41560-025-01757-1
DORA PSI

Šimaitis J, Lupton R, Vagg C, Butnar I, Sacchi R, Allen S
Battery electric vehicles show the lowest carbon footprints among passenger cars across 1.5–3.0 °C energy decarbonisation pathways
Communications Earth & Environment. 2025; 6(1): 476 (12 pp.). https://doi.org/10.1038/s43247-025-02447-2
DORA PSI

Šimaitis J, Butnar I, Sacchi R, Lupton R, Vagg C, Allen S
Expanding scenario diversity in prospective LCA: coupling the TIAM-UCL integrated assessment model with Premise and ecoinvent
Renewable and Sustainable Energy Reviews. 2025; 211: 115298 (11 pp.). https://doi.org/10.1016/j.rser.2024.115298
DORA PSI

Alaux N, Treyer K, Passer A
The challenge of modeling tracked electricity consumption in EPDs: an example for building materials
In: Foliente G, Lutzkendorf T, Gibberd J, Keena N, Walllbaum H, eds. World sustainable built environment 2024 (WSBE24) Conference Proceedings. Vol. 1363. IOP conference series: earth and environmental science. IOP Publishing; 2024:012026 (11 pp.). https://doi.org/10.1088/1755-1315/1363/1/012026
DORA PSI

Allgoewer L, Becattini V, Patt A, Grandjean P, Wiegner JF, Gazzani M, et al.
Cost-effective locations for producing fuels and chemicals from carbon dioxide and low-carbon hydrogen in the future
Industrial and Engineering Chemistry Research. 2024; 63(31): 13660-13676. https://doi.org/10.1021/acs.iecr.4c01287
DORA PSI

Beckert P, Pareschi G, Ehwald J, Sacchi R, Bauer C
Fast as a plane, clean as a train? Prospective life cycle assessment of a hyperloop system
Resources Environment and Sustainability. 2024; 17: 100162 (15 pp.). https://doi.org/10.1016/j.resenv.2024.100162
DORA PSI

Boyce J, Sacchi R, Goetheer E, Steubing B
A prospective life cycle assessment of global ammonia decarbonisation scenarios
Heliyon. 2024; 10(6): e27547 (14 pp.). https://doi.org/10.1016/j.heliyon.2024.e27547
DORA PSI

Charalambous MA, Sacchi R, Tulus V, Guillén-Gosálbez G
Integrating emerging technologies deployed at scale within prospective life cycle assessments
Sustainable Production and Consumption. 2024; 50: 499-510. https://doi.org/10.1016/j.spc.2024.08.016
DORA PSI

Densing M, Kober T, Panos E, McKenna R
Zukünftiger Flexibilitätsbedarf und Bedeutung von Bandstrom in der Schweiz
Villigen PSI, Switzerland: Paul Scherrer Institut; 2024. PSI Bericht: 24-01. https://doi.org/10.55402/psi:59962
DORA PSI

Domenig C, Scheller F, Gunkel PA, Hermann J, Bergaentzlé CM, Lopes MAR, et al.
Overcoming the landlord–tenant dilemma: a techno-economic assessment of collective self-consumption for European multi-family buildings
Energy Policy. 2024; 189: 114120 (22 pp.). https://doi.org/10.1016/j.enpol.2024.114120
DORA PSI

Finke J, Kachirayil F, McKenna R, Bertsch V
Modelling to generate near-Pareto-optimal alternatives (MGPA) for the municipal energy transition
Applied Energy. 2024; 376: 124126 (21 pp.). https://doi.org/10.1016/j.apenergy.2024.124126
DORA PSI

Huang H, Heuninckx S, Macharis C
20 years review of the multi actor multi criteria analysis (MAMCA) framework: a proposition of a systematic guideline
Annals of Operations Research. 2024; 343: 313-348. https://doi.org/10.1007/s10479-024-06357-y
DORA PSI

Huang H, Xu Zhang, Corrente S, Siraj S, Kiba-Janiak M
Facilitating sustainable logistics policy development using multicriteria satisfaction analysis: a case of preference mapping for cargo bike last-mile delivery
In: Keseru I, Basu S, Ryghaug M, Skjølsvold TM, eds. Strengthening European mobility policy. Cham: Springer Nature; 2024:129-144. https://doi.org/10.1007/978-3-031-67936-0_10
DORA PSI

Huang H, Burgherr P
MCDA calculator: a streamlined decision support system for multi-criteria decision analysis
In: Duarte SP, Lobo A, Delibašić B, Kamissoko D, eds. Decision support systems XIV. Human-centric group decision, negotiation and decision support systems for societal transitions. Vol. 506. Lecture notes in business information processing. Cham: Springer; 2024:31-45. https://doi.org/10.1007/978-3-031-59376-5_3
DORA PSI

Huang H, Siraj S
Quantifying and reducing the complexity of multi-line charts as a visual aid in multi-criteria decision-making
Annals of Operations Research. 2024. https://doi.org/10.1007/s10479-024-06090-6
DORA PSI

Jakobs A, Schulte S, Pauliuk S
Where is my footprint located? Estimating the geographical variance of hybrid LCA footprints
Journal of Industrial Ecology. 2024; 28(5): 1073-1088. https://doi.org/10.1111/jiec.13467
DORA PSI

Kober T, Panos E, Wan Y, McKenna R, Fuchs A, Demiray T
Long-term integration of large-scale gas storage in Switzerland
Villigen; Zürich: PSI; ETH Zürich; 2024. https://doi.org/10.55402/psi:63482
DORA PSI

Kober T, Bautz R, Panos E, Wan Y, McKenna R, Fuchs A, et al.
Saisonale Gasspeicher in der Schweiz
Aqua & Gas. 2024; 104(5): 34-39.
DORA PSI

Luh S, Kannan R, McKenna R, Schmidt TJ, Kober T
Quantifying the impact of travel time duration and valuation on modal shift in Swiss passenger transportation
Applied Energy. 2024; 356: 122412 (26 pp.). https://doi.org/10.1016/j.apenergy.2023.122412
DORA PSI

Mellot A, Moretti C, Tröndle T, Patt A
Mitigating future winter electricity deficits: a case study from Switzerland
Energy Conversion and Management. 2024; 309: 118426 (11 pp.). https://doi.org/10.1016/j.enconman.2024.118426
DORA PSI

Müller A, Harpprecht C, Sacchi R, Maes B, van Sluisveld M, Daioglou V, et al.
Decarbonizing the cement industry: findings from coupling prospective life cycle assessment of clinker with integrated assessment model scenarios
Journal of Cleaner Production. 2024; 450: 141884 (12 pp.). https://doi.org/10.1016/j.jclepro.2024.141884
DORA PSI

Ouellet-Plamondon CM, Balouktsi M, Delem L, Foliente G, Francart N, Garcia-Martinez A, et al.
Comparison of 16 national methods in the life cycle assessment of carbon storage in wood products in a reference building
In: Foliente G, Lutzkendorf T, Gibberd J, Keena N, Walllbaum H, eds. World sustainable built environment 2024 (WSBE24) Conference Proceedings. Vol. 1363. IOP conference series: earth and environmental science. IOP Publishing; 2024:012059 (12 pp.). https://doi.org/10.1088/1755-1315/1363/1/012059
DORA PSI

Panos E, Hassan A
Accelerating the performance of large-scale TIMES models in the modelling of sustainable development goals
In: Labriet M, Espegren K, Giannakidis G, Gallachóir BÓ, eds. Aligning the energy transition with the sustainable development goals. Key insights from energy system modelling. Lecture notes in energy. Cham: Springer Nature; 2024:67-95. https://doi.org/10.1007/978-3-031-58897-6_4
DORA PSI

Pelser T, Weinand JM, Kuckertz P, McKenna R, Linssen J, Stolten D
Reviewing accuracy & reproducibility of large-scale wind resource assessments
Advances in Applied Energy. 2024; 13: 100158 (26 pp.). https://doi.org/10.1016/j.adapen.2023.100158
DORA PSI

Porthin M, Podofillini L, Dang VN
Task reliability index for operator performance and failure probability assessment in control room simulators
Reliability Engineering and System Safety. 2024; 251: 110390 (15 pp.). https://doi.org/10.1016/j.ress.2024.110390
DORA PSI

Risch S, Weinand JM, Schulze K, Vartak S, Kleinebrahm M, Pflugradt N, et al.
Scaling energy system optimizations: Techno-economic assessment of energy autonomy in 11 000 German municipalities
Energy Conversion and Management. 2024; 309: 118422 (20 pp.). https://doi.org/10.1016/j.enconman.2024.118422
DORA PSI

Saad DM, Terlouw T, Sacchi R, Bauer C
Life cycle economic and environmental assessment of producing synthetic jet fuel using CO₂/biomass feedstocks
Environmental Science and Technology. 2024; 58(21): 9158-9174. https://doi.org/10.1021/acs.est.4c01578
DORA PSI

Schmidt TJ, Niesen B, Whyte C, Thürig E, Malfait W, Steiger R, et al.
Swiss Center of Excellence on Net-Zero Emissions (SCENE): Annual report 2023
Villigen: Swiss Center of Excellence on Net-Zero Emissions; 2024. https://doi.org/10.55402/psi:66609
DORA PSI

Schulte S, Jakobs A, Pauliuk S
Estimating the uncertainty of the greenhouse gas emission accounts in global multi-regional input-output analysis
Earth System Science Data. 2024; 16(6): 2669-2700. https://doi.org/10.5194/essd-16-2669-2024
DORA PSI

Stermieri L, Kober T, McKenna R, Schmidt TJ, Panos E
The role of digital social practices and technologies in the Swiss energy transition towards net-zero carbon dioxide emissions in 2050
Energy Policy. 2024; 193: 114203 (17 pp.). https://doi.org/10.1016/j.enpol.2024.114203
DORA PSI

Terlouw T, Pokras D, Becattini V, Mazzotti M
Assessment of potential and techno-economic performance of solid sorbent direct air capture with CO₂ storage in Europe
Environmental Science and Technology. 2024; 58(24): 10567-10581. https://doi.org/10.1021/acs.est.3c10041
DORA PSI

Terlouw T, Rosa L, Bauer C, McKenna R
Future hydrogen economies imply environmental trade-offs and a supply-demand mismatch
Nature Communications. 2024; 15: 7043 (14 pp.). https://doi.org/10.1038/s41467-024-51251-7
DORA PSI

Ueckerdt F, Verpoort PC, Anantharaman R, Bauer C, Beck F, Longden T, et al.
On the cost competitiveness of blue and green hydrogen
Joule. 2024; 8(1): 104-128. https://doi.org/10.1016/j.joule.2023.12.004
DORA PSI

Wei S, Sacchi R, Tukker A, Suh S, Steubing B
Future environmental impacts of global hydrogen production
Energy and Environmental Science. 2024; 17(6): 2157-2172. https://doi.org/10.1039/d3ee03875k
DORA PSI

Zhang X, Walch A, Rüdisüli M, Bauer C, Burgherr P, McKenna R, et al.
Evaluating the levelized costs and life cycle greenhouse gas emissions of electricity generation from rooftop solar photovoltaics: a Swiss case study
Environmental Research: Infrastructure and Sustainability. 2024; 4(4): 045002 (27 pp.). https://doi.org/10.1088/2634-4505/ad80c3
DORA PSI

Zhang X, Heeren N, Bauer C, Burgherr P, McKenna R, Habert G
The impacts of future sectoral change on the greenhouse gas emissions of construction materials for Swiss residential buildings
Energy and Buildings. 2024; 303: 113824 (10 pp.). https://doi.org/10.1016/j.enbuild.2023.113824
DORA PSI

Bruhn S, Sacchi R, Cimpan C, Birkved M
Ten questions concerning prospective LCA for decision support for the built environment
Building and Environment. 2023; 242: 110535 (11 pp.). https://doi.org/10.1016/j.buildenv.2023.110535
DORA PSI

Burgherr P, Siskos E, Spada M, Lustenberger P, Dupuy AC
Energy security in the context of hybrid threats: the case of the European natural gas network
In: Hämmerli B, Helmbrecht U, Hommel W, Kunczik L, Pickl S, eds. Critical information infrastructures security. 17th international conference, CRITIS 2022. Munich, Germany, September 14-16, 2022. Revised selected papers. Vol. 13723. Lecture notes in computer science. Cham: Springer; 2023:212-221. https://doi.org/10.1007/978-3-031-35190-7_15
DORA PSI

Gallego Dávila J, Sacchi R, Pizzol M
Preconditions for achieving carbon neutrality in cement production through CCUS
Journal of Cleaner Production. 2023; 425: 138935 (11 pp.). https://doi.org/10.1016/j.jclepro.2023.138935
DORA PSI

Gibon T, Hahn Menacho Á
Parametric life cycle assessment of nuclear power for simplified models
Environmental Science and Technology. 2023; 57(38): 14194-14205. https://doi.org/10.1021/acs.est.3c03190
DORA PSI

Greco SF, Podofillini L, Dang VN
A Bayesian two-stage approach to integrate simulator data and expert judgment in human error probability estimation
Safety Science. 2023; 159: 106009 (19 pp.). https://doi.org/10.1016/j.ssci.2022.106009
DORA PSI

Gunkel PA, Kachirayil F, Bergaentzlé C-M, McKenna R, Keles D, Klinge Jacobsen H
Uniform taxation of electricity: incentives for flexibility and cost redistribution among household categories
Energy Economics. 2023; 127: 107024 (22 pp.). https://doi.org/10.1016/j.eneco.2023.107024
DORA PSI

Kleinebrahm M, Weinand JM, Naber E, McKenna R, Ardone A
Analysing municipal energy system transformations in line with national greenhouse gas reduction strategies
Applied Energy. 2023; 332: 120515 (21 pp.). https://doi.org/10.1016/j.apenergy.2022.120515
DORA PSI

Kleinebrahm M, Weinand JM, Naber E, McKenna R, Ardone A, Fichtner W
Two million European single-family homes could abandon the grid by 2050
Joule. 2023; 7(11): 2485-2510. https://doi.org/10.1016/j.joule.2023.09.012
DORA PSI

Kottmann F, Kyriakidis M, Sansavini G, Dang V
A human operator model for simulation-based resilience assessment of power grid restoration operations
Reliability Engineering and System Safety. 2023; 238: 109450 (18 pp.). https://doi.org/10.1016/j.ress.2023.109450
DORA PSI

Lamers P, Ghosh T, Upasani S, Sacchi R, Daioglou V
Linking life cycle and integrated assessment modeling to evaluate technologies in an evolving system context: a power-to-hydrogen case study for the United States
Environmental Science and Technology. 2023; 57(6): 2464-2473. https://doi.org/10.1021/acs.est.2c04246
DORA PSI

Langkau S, Steubing B, Mutel C, Ajie MP, Erdmann L, Voglhuber-Slavinsky A, et al.
A stepwise approach for scenario-based inventory modelling for prospective LCA (SIMPL)
International Journal of Life Cycle Assessment. 2023; 28: 1169-1193. https://doi.org/10.1007/s11367-023-02175-9
DORA PSI

Luh S, Kannan R, McKenna R, Schmidt TJ, Kober T
How, where, and when to charge electric vehicles - net-zero energy system implications and policy recommendations
Environmental Research Communications. 2023; 5(9): 095004 (30 pp.). https://doi.org/10.1088/2515-7620/acf363
DORA PSI

Maes B, Sacchi R, Steubing B, Pizzol M, Audenaert A, Craeye B, et al.
Prospective consequential life cycle assessment: Identifying the future marginal suppliers using integrated assessment models
Renewable and Sustainable Energy Reviews. 2023; 188: 113830 (12 pp.). https://doi.org/10.1016/j.rser.2023.113830
DORA PSI

Nogueira L, Dalla Longa F, Reis LA, Drouet L, Vrontisi Z, Fragkiadakis K, et al.
A multi-model framework to assess the role of R&D towards a decarbonized energy system
Climatic Change. 2023; 176(7): 82 (22 pp.). https://doi.org/10.1007/s10584-023-03553-w
DORA PSI

Obrist MD, Kannan R, McKenna R, Schmidt TJ, Kober T
High-temperature heat pumps in climate pathways for selected industry sectors in Switzerland
Energy Policy. 2023; 173: 113383 (20 pp.). https://doi.org/10.1016/j.enpol.2022.113383
DORA PSI

Ouellet-Plamondon CM, Ramseier L, Balouktsi M, Delem L, Foliente G, Francart N, et al.
Carbon footprint assessment of a wood multi-residential building considering biogenic carbon
Journal of Cleaner Production. 2023; 404: 136834 (14 pp.). https://doi.org/10.1016/j.jclepro.2023.136834
DORA PSI

Panos E, Kannan R, Hirschberg S, Kober T
An assessment of energy system transformation pathways to achieve net-zero carbon dioxide emissions in Switzerland
Communications Earth & Environment. 2023; 4(1): 157 (18 pp.). https://doi.org/10.1038/s43247-023-00813-6
DORA PSI

Panos E, Glynn J, Kypreos S, Lehtilä A, Yue X, Ó Gallachóir B, et al.
Deep decarbonisation pathways of the energy system in times of unprecedented uncertainty in the energy sector
Energy Policy. 2023; 180: 113642 (18 pp.). https://doi.org/10.1016/j.enpol.2023.113642
DORA PSI

Peecock A, Edlmann K, Mouli-Castillo J, Martinez-Felipe A, McKenna R
Mapping hydrogen storage capacities of UK offshore hydrocarbon fields and exploring potential synergies with offshore wind
In: Miocic JM, Heinemann N, Edlmann K, Alcalde J, Schultz RA, eds. Enabling secure subsurface storage in future energy systems. Geological Society Special Publication. London: Geological Society of London; 2023:171-187. https://doi.org/10.1144/SP528-2022-40
DORA PSI

Podofillini L, Reer B, Dang VN
A traceable process to develop Bayesian networks from scarce data and expert judgment: a human reliability analysis application
Reliability Engineering and System Safety. 2023; 230: 108903 (17 pp.). https://doi.org/10.1016/j.ress.2022.108903
DORA PSI

Porthin M, Shin S-M, Quatrain R, Tyrväinen T, Sedlak J, Brinkman H, et al.
International case study comparing PSA modeling approaches for nuclear digital I&C – OECD/NEA task DIGMAP
Nuclear Engineering and Technology. 2023; 55(12): 4367-4381. https://doi.org/10.1016/j.net.2023.08.012
DORA PSI

Sacchi R, Becattini V, Gabrielli P, Cox B, Dirnaichner A, Bauer C, et al.
How to make climate-neutral aviation fly
Nature Communications. 2023; 14(1): 3989 (17 pp.). https://doi.org/10.1038/s41467-023-39749-y
DORA PSI

Sacchi R
unfold: removing the barriers to sharing and reproducing prospective life-cycle assessment databases
Journal of Open Source Software. 2023; 8(83): 5198 (4 pp.). https://doi.org/10.21105/joss.05198
DORA PSI

Stermieri L, Kober T, Schmidt TJ, McKenna R, Panos E
"Quantifying the implications of behavioral changes induced by digitalization on energy transition: a systematic review of methodological approaches"
Energy Research and Social Science. 2023; 97: 102961 (19 pp.). https://doi.org/10.1016/j.erss.2023.102961
DORA PSI

Stermieri L, Kober T, McKenna R, Schmidt TJ, Panos E
Impacts of digitalization and societal changes on energy transition: a novel socio-techno-economic energy system model
Energy Strategy Reviews. 2023; 50: 101224 (18 pp.). https://doi.org/10.1016/j.esr.2023.101224
DORA PSI

Stermieri L, Kober T, McKenna R, Schmidt TJ, Panos E
Socio-economic energy model for digitalization (SEED) overview design concept and details (ODD) protocol
Villigen PSI, Switzerland: Paul Scherrer Institute; 2023. PSI Bericht: 23-02. https://doi.org/10.55402/psi:56617
DORA PSI

Steubing B, Mendoza Beltran A, Sacchi R
Conditions for the broad application of prospective life cycle inventory databases
International Journal of Life Cycle Assessment. 2023; 28: 1092-1103. https://doi.org/10.1007/s11367-023-02192-8
DORA PSI

Terlouw T, AlSkaif T, Bauer C, Mazzotti M, McKenna R
Designing residential energy systems considering prospective costs and life cycle GHG emissions
Applied Energy. 2023; 331: 120362 (17 pp.). https://doi.org/10.1016/j.apenergy.2022.120362
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Terlouw T, Gabrielli P, AlSkaif T, Bauer C, McKenna R, Mazzotti M
Optimal economic and environmental design of multi-energy systems
Applied Energy. 2023; 347: 121374 (16 pp.). https://doi.org/10.1016/j.apenergy.2023.121374
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Wan Y, Kober T, Schildhauer T, Schmidt TJ, McKenna R, Densing M
Conditions for profitable operation of P2X energy hubs to meet local demand under to with energy market access
Advances in Applied Energy. 2023; 10: 100127 (16 pp.). https://doi.org/10.1016/j.adapen.2023.100127
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Weinand JM, Hoffmann M, Göpfert J, Terlouw T, Schönau J, Kuckertz P, et al.
Global LCOEs of decentralized off-grid renewable energy systems
Renewable and Sustainable Energy Reviews. 2023; 183: 113478 (11 pp.). https://doi.org/10.1016/j.rser.2023.113478
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Zhang X
Basics and recommendations on influence of future electricity supplies on LCA-based building assessments. A contribution to IEA EBC Annex 72
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Zhang C, Zhao X, Sacchi R, You F
Trade-off between critical metal requirement and transportation decarbonization in automotive electrification
Nature Communications. 2023; 14(1): 1616 (16 pp.). https://doi.org/10.1038/s41467-023-37373-4
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Bauer C, Burkhardt S, Dasgupta NP, Ager-Wick Ellingsen L, Gaines LL, Hao H, et al.
Charging sustainable batteries
Nature Sustainability. 2022; 5: 176-178. https://doi.org/10.1038/s41893-022-00864-1
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Bauer C, Treyer K, Antonini C, Bergerson J, Gazzani M, Gencer E, et al.
On the climate impacts of blue hydrogen production
Sustainable Energy and Fuels. 2022; 6(1): 66-75. https://doi.org/10.1039/D1SE01508G
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Burgherr P, Siskos E, Mutel C, Lordan-Perret R, Spada M
A multi-criteria decision model for the assessment of sustainability and governance risks of tailings dams
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Cinelli M, Burgherr P, Kadziński M, Słowiński R
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Decision Support Systems. 2022; 163: 113848 (14 pp.). https://doi.org/10.1016/j.dss.2022.113848
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Densing M, Wan Y
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Applied Energy. 2022; 306(Part B): 118075 (17 pp.). https://doi.org/10.1016/j.apenergy.2021.118075
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Dirnaichner A, Rottoli M, Sacchi R, Rauner S, Cox B, Mutel C, et al.
Life-cycle impacts from different decarbonization pathways for the European car fleet
Environmental Research Letters. 2022; 17(4): 044009 (11 pp.). https://doi.org/10.1088/1748-9326/ac4fdb
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Guarino F, Bisello A, Frieden D, Bastos J, Brunetti A, Cellura M, et al.
State of the art on sustainability assessment of positive energy districts: methodologies, indicators and future perspectives
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Kachirayil F, Weinand JM, Scheller F, McKenna R
Reviewing local and integrated energy system models: insights into flexibility and robustness challenges
Applied Energy. 2022; 324: 119666 (14 pp.). https://doi.org/10.1016/j.apenergy.2022.119666
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Kannan R, Panos E, Hirschberg S, Kober T
A net‐zero Swiss energy system by 2050: technological and policy options for the transition of the transportation sector
Futures & Foresight Science. 2022; 4(3-4): e126 (22 pp.). https://doi.org/10.1002/ffo2.126
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Kim A, Mutel CL, Froemelt A, Hellweg S
Global sensitivity analysis of background life cycle inventories
Environmental Science and Technology. 2022; 56(9): 5874-5885. https://doi.org/10.1021/acs.est.1c07438
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Kim A, Mutel C, Froemelt A
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Environmental Modelling and Software. 2022; 148: 105270 (27 pp.). https://doi.org/10.1016/j.envsoft.2021.105270
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Luh S, Kannan R, Schmidt TJ, Kober T
Behavior matters: a systematic review of representing consumer mobility choices in energy models
Energy Research and Social Science. 2022; 90: 102596 (23 pp.). https://doi.org/10.1016/j.erss.2022.102596
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McKenna R, Mulalic I, Soutar I, Weinand JM, Price J, Petrović S, et al.
Exploring trade-offs between landscape impact, land use and resource quality for onshore variable renewable energy: an application to Great Britain
Energy. 2022; 250: 123754 (16 pp.). https://doi.org/10.1016/j.energy.2022.123754
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McKenna R, Pfenninger S, Heinrichs H, Schmidt J, Staffell I, Bauer C, et al.
High-resolution large-scale onshore wind energy assessments: a review of potential definitions, methodologies and future research needs
Renewable Energy. 2022; 182: 659-684. https://doi.org/10.1016/j.renene.2021.10.027
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Mignan A, Spada M, Burgherr P, Wang Z, Sornette D
Dynamics of severe accidents in the oil & gas energy sector derived from the authoritative ENergy-related severe accident database
PLoS One. 2022; 17(2): e0263962 (14 pp.). https://doi.org/10.1371/journal.pone.0263962
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Obrist MD, Kannan R, Schmidt TJ, Kober T
Long-term energy efficiency and decarbonization trajectories for the Swiss pulp and paper industry
Sustainable Energy Technologies and Assessments. 2022; 52: 101937 (14 pp.). https://doi.org/10.1016/j.seta.2021.101937
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Paulillo A, Kim A, Mutel C, Striolo A, Bauer C, Lettieri P
Simplified models for predicting the environmental impacts of geothermal power generation
Cleaner Environmental Systems. 2022; 6: 100086 (10 pp.). https://doi.org/10.1016/j.cesys.2022.100086
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Peiseler L, Bauer C, Beuse M, Wood V, Schmidt TS
Toward a European carbon footprint rule for batteries. Focus on upstream production, not downstream use
Science. 2022; 377(6613): 1386-1388. https://doi.org/10.1126/science.abp9505
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Reigstad GA, Roussanaly S, Straus J, Anantharaman R, de Kler R, Akhurst M, et al.
Moving toward the low-carbon hydrogen economy: experiences and key learnings from national case studies
Advances in Applied Energy. 2022; 8: 100108 (14 pp.). https://doi.org/10.1016/j.adapen.2022.100108
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Romano MC, Antonini C, Bardow A, Bertsch V, Brandon NP, Brouwer J, et al.
Comment on "How green is blue hydrogen?"
Energy Science & Engineering. 2022; 10(7): 1944-1954. https://doi.org/10.1002/ese3.1126
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Rüdisüli M, Bach C, Bauer C, Beloin-Saint-Pierre D, Elber U, Georges G, et al.
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Applied Energy. 2022; 306(Part B): 118065 (20 pp.). https://doi.org/10.1016/j.apenergy.2021.118065
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Sacchi R, Terlouw T, Siala K, Dirnaichner A, Bauer C, Cox B, et al.
PRospective EnvironMental Impact asSEment (premise): a streamlined approach to producing databases for prospective life cycle assessment using integrated assessment models
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Sacchi R, Bauer C, Cox B, Mutel C
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Shinde R, Froemelt A, Kim A, Hellweg S
A novel machine-learning approach for evaluating rebounds-associated environmental footprint of households and application to cooperative housing
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Siskos E, Burgherr P
Multicriteria decision support for the evaluation of electricity supply resilience: exploration of interacting criteria
European Journal of Operational Research. 2022; 298(2): 611-626. https://doi.org/10.1016/j.ejor.2021.07.026
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Terlouw T, Bauer C, McKenna R, Mazzotti M
Large-scale hydrogen production via water electrolysis: a techno-economic and environmental assessment
Energy and Environmental Science. 2022; 15(9): 3583-3602. https://doi.org/10.1039/d2ee01023b
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Viviroli D, Sikorska-Senoner AE, Evin G, Staudinger M, Kauzlaric M, Chardon J, et al.
Comprehensive space-time hydrometeorological simulations for estimating very rare floods at multiple sites in a large river basin
Natural Hazards and Earth System Sciences. 2022; 22(9): 2891-2920. https://doi.org/10.5194/nhess-22-2891-2022
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Wan Y, Kober T, Densing M
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Weinand JM, McKenna R, Heinrichs H, Roth M, Stolten D, Fichtner W
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Weinand JM, Naber E, McKenna R, Lehmann P, Kotzur L, Stolten D
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van der Spek M, Banet C, Bauer C, Gabrielli P, Goldthorpe W, Mazzotti M, et al.
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Energy and Environmental Science. 2022; 15(3): 1034-1077. https://doi.org/10.1039/d1ee02118d
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Antonini C, Treyer K, Moioli E, Bauer C, Schildhauer TJ, Mazzotti M
Hydrogen from wood gasification with CCS-a techno-environmental analysis of production and use as transport fuel
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Burgherr P, Siskos E, Spada M, Lustenberger P, Dupuy AC
Resilience of the European natural gas network to hybrid threats
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Burgherr P, Bauer C, Giudati G, Giardini D, Biollaz S, Densing M, et al.
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Cabalzar U, Blumer L, Fluri R, Zhang X, Bauer C, Finger D, et al.
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Calicioglu O, Femeena PV, Mutel CL, Sills DL, Richard TL, Brennan RA
Techno-economic analysis and life cycle assessment of an integrated wastewater-derived duckweed biorefinery
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Cinelli M, Spada M, Kim W, Zhang Y, Burgherr P
MCDA Index Tool: an interactive software to develop indices and rankings
Environment Systems and Decisions. 2021; 41: 82-109. https://doi.org/10.1007/s10669-020-09784-x
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Gasser P, Lustenberger P, Cinelli M, Kim W, Spada M, Burgherr P, et al.
A review on resilience assessment of energy systems
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Georgescu G, Jacques V, Nitoi M, Podofillini L, Röwekamp M
PSA lessons learned from viewpoint of the ETSON TSOs
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Greco SF, Podofillini L, Dang VN
A Bayesian model to treat within-category and crew-to-crew variability in simulator data for Human Reliability Analysis
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Greco SF, Podofillini L, Dang VN
Crew performance variability in human error probability quantification: a methodology based on behavioral patterns from simulator data
Proceedings of the Institution of Mechanical Engineers, Part O: Journal or Risk and Reliability. 2021; 235(4): 637-659. https://doi.org/10.1177/1748006X20986743
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Kalinina A, Spada M, Burgherr P
Quantitative assessment of uncertainties and sensitivities in the estimation of life loss due to the instantaneous break of a hypothetical dam in Switzerland
Water. 2021; 13(23): 3414 (22 pp.). https://doi.org/10.3390/w13233414
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Kottmann F, Kyriakidis M, Dang VN, Sansavini G
Enhancing infrastructure resilience by using dynamically updated damage estimates in optimal repair planning: the power grid case
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. 2021; 7(4): 04021048 (15 pp.). https://doi.org/10.1061/AJRUA6.0001159
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Kyriakidis M, Dang VN
A scoping method for human performance integrity and reliability assessment in process industries
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Lindén D, Cinelli M, Spada M, Becker W, Gasser P, Burgherr P
A framework based on statistical analysis and stakeholders' preferences to inform weighting in composite indicators
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Obrist MD, Kannan R, Schmidt TJ, Kober T
Decarbonization pathways of the Swiss cement industry towards net zero emissions
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Panos E, Kober T, Ramachandran K, Hirschberg S, Bauer C, Schildhauer T, et al.
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Paulillo A, Kim A, Mutel C, Striolo A, Bauer C, Lettieri P
Influential parameters for estimating the environmental impacts of geothermal power: a global sensitivity analysis study
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Pizzol M, Sacchi R, Köhler S, Anderson Erjavec A
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Podofillini L, Reer B, Dang VN
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Sacchi R, Bauer C, Cox BL
Does size matter? The influence of size, load factor, range autonomy, and application type on the life cycle assessment of current and future medium- and heavy-duty vehicles
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Schneider SF, Novák P, Kober T
Rechargeable batteries for simultaneous demand peak shaving and price arbitrage business
IEEE Transactions on Sustainable Energy. 2021; 12(1): 148-157. https://doi.org/10.1109/TSTE.2020.2988205
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Spada M, Sutra E, Burgherr P
Comparative accident risk assessment with focus on deep geothermal energy systems in the Organization for Economic Co-operation and Development (OECD) countries
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Spada M, Burgherr P
Comparative risk assessment and external costs of accidents for passenger transportation in Switzerland
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Stojmenova K, Lee S, Sodnik J, Kyriakidis M, Piedra CD, Jeon M
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Streicher KN, Berger M, Panos E, Narula K, Soini MC, Patel MK
Optimal building retrofit pathways considering stock dynamics and climate change impacts
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Terlouw T, Bauer C, Rosa L, Mazzotti M
Life cycle assessment of carbon dioxide removal technologies: a critical review
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Terlouw T, Treyer K, Bauer C, Mazzotti M
Life cycle assessment of direct air carbon capture and storage with low-carbon energy sources
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Terlouw T, AlSkaif T, Bauer C
Techno-economic assessment of PV-coupled battery energy storage systems with different sizing methodologies
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Tiefenthaler J, Braune L, Bauer C, Sacchi R, Mazzotti M
Technological demonstration and life cycle assessment of a negative emission value chain in the swiss concrete sector
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Ueckerdt F, Bauer C, Dirnaichner A, Everall J, Sacchi R, Luderer G
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Wang Y, Kyriakidis M, Dang VN
Incorporating human factors in emergency evacuation - an overview of behavioral factors and models
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Zhang X, Bauer C
Life cycle assessment of synthetic natural gas produced with CO₂ from geothermal energy generation in Iceland and used in Switzerland. Final report on LCA activities
Villigen PSI, Switzerland: Paul Scherrer Institut; 2021.
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Antonini C, Treyer K, Streb A, van der Spek M, Bauer C, Mazzotti M
Hydrogen production from natural gas and biomethane with carbon capture and storage - a techno-environmental analysis
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Ayoub A, Pfingsten W, Podofillini L, Sansavini G
Uncertainty and sensitivity analysis of the chemistry of cesium sorption in deep geological repositories
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Cox B, Bauer C, Mendoza Beltran A, van Vuuren DP, Mutel CL
Life cycle environmental and cost comparison of current and future passenger cars under different energy scenarios
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Cox B, Althaus H-J, Bauer C, Sacchi R, Mutel C, Faist Emmenegger M, et al.
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Densing M
The value of flexible selling: power production with storage for spinning reserve provision
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Gasser P, Suter J, Cinelli M, Spada M, Burgherr P, Hirschberg S, et al.
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Gasser P, Cinelli M, Labijak A, Spada M, Burgherr P, Kadziński M, et al.
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Greco SF, Podofillini L, Dang VN
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Greco SF, Podofillini L, Dang VN
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Kalinina A, Spada M, Burgherr P
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Keles D, Dehler-Holland J, Densing M, Panos E, Hack F
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Kober T, Schiffer H-W, Densing M, Panos E
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Kober T, Kannan R, Pietzcker R, Deane P, Fuso-Nerini F
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Kober T, Kannan R, Obrist M, Panos E, Heald S, Clements L, et al.
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Kyriakidis M, Sodnik J, Stojmenova K, Elvarsson AB, Pronello C, Thomopoulos N
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Levesque A, Pietzcker R, Rodrigues R, Bauer C, Kober T, Kolp P
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Luh S
First insights from extending a Swiss energy system model with heterogeneous car consumer segments
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Luh S, Budinis S, Giarola S, Schmidt TJ, Hawkes A
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Moura R, Beer M, Podofillini L
Special issue on human performance and decision-making in complex industrial environments
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