PUBLICATIONS

Heuristics for the robust implementation of the Choquet integral in multicriteria ranking problems: Evaluation of the European energy security.

Antoine Desbordes

2022

CONTACT PERSON

Peter Burgherr

Effects of new consumer behaviours due to digitalization on a carbon-free Swiss energy system

Lidia Stermieri

2023

CONTACT PERSON

Evangelos Panos

High-temperature heat pumps in climate pathways for selected industry sectors in Switzerland

Michel D. Obrist, Ramachandran Kannan, Russell McKenna, Thomas J. Schmidt, Tom Kober

2023

CONTACT PERSON

Evangelos Panos

Comparison of statistical and optimization models for projecting future PV installations at a sub-national scale

Xin Wen, Verena Heinisch, Jonas Müller, Jan-Philipp Sasse, Evelina Trutnevyte

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion,

CONTACT PERSON

Evelina Trutnevyte

Probabilistic projections of granular energy technology diffusion at subnational level

Nik Zielonka, Xin Wen, Evelina Trutnevyte

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evelina Trutnevyte

Conditions for the broad application of prospective life cycle inventory databases

Bernhard Steubing, Angelica Mendoza Beltran, Romain Sacchi

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Romain Sacchi

SURE Achievements in 2022-2023

Tom Kober, Evgenia Tsianou, Andreas Abegg, Aristide Athanassiadis, Peter Burgherr, J.M. Tardif, A. Fuchs, M. Jakob, R. Krause, E. Panos, L. Paroussos ,E. Siskos,R. Sacchi, I. Stadelmann, E. Trutnevyte

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Peter Burgherr

SURE Annual Report 2021-2022

Tom Kober, Evgenia Tsianou, Andreas Abegg, Aristide Athanassiadis, Peter Burgherr, J.M. Tardif, A. Fuchs, M. Jakob, R. Krause, E. Panos, L. Paroussos ,E. Siskos,R. Sacchi, I. Stadelmann, E. Trutnevyte

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Peter Burgherr

Strategische Verantwortung oder verantwortungsvolle Strategie?

Reto Müller

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Reto Müller

Patterns in spatial diffusion of residential heat pumps in Switzerland

Haodong Zhang, Nik Zielonka, Evelina Trutnevyte

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evelina Trutnevyte

How to enhance grid security: Gas and PV integration in shock response analysis

Alexander Fuchs & Turhan Demiray

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Alexander Fuchs

Long-term integration of large-scale gas storage in Switzerland

Tom Kober, Evangelos Panos, Yi Wan, Russell McKenna, Alexander Fuchs, Turhan Demiray

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evangelos Panos

A report on the reference economic outlook

Leonidas Paroussos, Fragkiadakis Kostas, Tsiaras Stelios, Charalampidis Ioannis, Fragkiadakis Dimitris, Vrontisi Zoi

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Leonidas Paroussos

Modelling of demand and supply for the transition phase

Alexander Fuchs, Marc Melliger, Michael Steck, Joachim Bagemihl, Zoe Talary, Davide Berti, Martin Jakob

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Alexander Fuchs

Grid and infrastructure security of the city of Zurich

Alexander Fuchs, Turhan Demiray, Marc Melliger, Martin Jakob

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Alexander Fuchs

Report on the assessment of the adoption potential of process heat decarbonisation options

Marc Melliger, Zoe Talary, Martin Jakob, Davide Berti

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Marc Melliger

Develop effective policy instruments to foster process heat decarbonization

Marc Melliger, Goran Seferovic, Martin Jakob, Zoë Talary, Rebecca Stalder

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Marc Melliger

SBB model integration with the SURE analysis framework

Alexander Fuchs and Turhan Demiray

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Alexander Fuchs

Revised scenario protocol capturing new energy sector developments translating into re-defined pathway and shock scenarios

Evangelos Panos, Stelios Tsiaras, Kostas Fragkiadakis, Leonidas Paroussos, Jalomi Maayan Tardif, Isabelle Stadelmann-Steffen, Alexander Fuchs, Turhan Demiray, Giacomo Catenazzi, Martin Jakob, Giacomo Rubino, Nik Zielonka, Evelina Trutnevyte

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evangelos Panos

Report on interactive visualization of heatgrid planning results

Alexander Fuchs, Turhan Demiray, Michael Steck, Marc Melliger, Martin Jakob

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Alexander Fuchs

Publication on implications of weather variability on the resilience of the Swiss electricity sector

Nik Zielonka, Giacomo Rubino, Collin Killenberger, Jan-Philipp Sasse, Zongfei Wang, Xin Wen, Evelina Trutnevyte

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evelina Trutnevyte

Publication of evaluated legal requirement to a resilient and sustainable energy system

Reto Müller

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Reto Müller

Evaluation and recommendations on legal design of sustainability and resilience in the energy system at the regional scale

Martin Jakob, Goran Seferovic, Marc Melliger, Rebecca Stalder

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Martin Jacob

Evaluation and recommendations on state services and competition law

Andreas Abegg, Goran Seferovic, Christof Bernauer

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Martin Jacob

Assessing the social acceptance of energy transition pathways

Isabelle Stadelmann-Steffen, Walid El-Ajou, Goran Seferovic, Reto Müller, Andreas Abegg

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Isabelle Stadelmann-Steffen

Navigating uncertainty for informed policy: the case of energy transition scenarios

Matteo Palucci, Jalomi Maayan Tardif, Vasco Medici

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Jalomi Maayan Tardif

Report on the cantonal socio-technical model

Matteo Palucci, Jalomi Maayan Tardif, Francesca Celina, Roman Rudel

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Jalomi Maayan Tardif

SURE Highlight Report 2023

Peter Burgherr, He Huang, Evangelos Panos, Romain Sacchi, Eleftherios Siskos, Evgenia Tsianou, Alexander Fuchs, Turhan Demiray, Claudia Binder, Ankita Singhvi, Francisco Martin del Campo, Roman Rudel, Jalomi Maayan Tardif, Matteo Palucci, Francesca Celina, Rolf Krause, Michael Multerer, Toby T. Simpson, Davide Baroli, Saara Jones, Martin Jakob, Marc Melliger, Giacomo Catenazzi, Michael Steck, Isabelle Stadelmann-Steffen, Gracia Brückmann, Walid El-Ajou, Evelina Trutnevyte, Nik Zielonka, G. Rubino, Andreas Abegg, Reto Müller, Goran Seferovic, Leonidas Paroussos, Stelios Tsiaras, Kostas Fragkiadakis

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evgenia Tsianou

Study on probabilistic projections on technology diffusion in Europe

Nik Zielonka, Evelina Trutnevyte

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evelina Trutnevyte

Modeling the co-adoption dynamics of PV and heat pumps in Swiss residential buildings: Implications for policy and sustainability goals

Matteo Palucci, Jalomi Maayan Tardif, Vasco Medici, Giovanni Sansavini

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Jalomi Maayan Tardif

The material-energy nexus in net-zero transition scenarios: exploring environmental trade-offs and uncertainties. Resources, Conservation and Recycling

Alvaro Jose Hahn Menacho, Romain Sacchi, Christian Bauer, Russel McKenna, Evangelos Panos, Peter Burgherr

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Romain Sacchi

Switzerland’s net zero objective: quantifying impacts beyond borders

Alvaro Jose Hahn Menacho, Romain Sacchi, Christian Bauer, Christian Moretti, Evangelos Panos, Peter Burgherr

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Romain Sacchi

Study on weather resilience of the future Swiss electricity system

Collin Killenberger, Nik Zielonka, Jan-Phillipp Sasse, Evelina Trutnevyte

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evelina Trutnevyte

Probabilistic energy forecasting through quantile regression in reproducing kernel Hilbert spaces

Luca Pernigo, Rohan Sen, Davide Baroli

2024

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Michael Multerer

Spatially-resolved optimisation of coupled hydrogen and electricity systems: Abundant and niche hydrogen scenarios in Switzerland

Sara Wallinger , Nik Zielonka , Jan-Philipp Sasse , Evelina Trutnevyte

2025

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

Prospective techno-economic analysis of future nuclear power in Switzerland

Hugo Saraiva da Silva

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Tom Kober

Spatial diffusion of residential heat pumps in Switzerland

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evelina Trutnevyte

Global Sensitivity Analysis of Life Cycle Assessment

Aleksandra Kim

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Peter Burgherr

Long-Term Energy and Emission Pathways for the Swiss Industry

Michel D. Obrist

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evangelos Panos

1st scenario protocol capturing the definition of pathway and shock scenarios

Evangelos Panos, Tom Kober, Konstantinos Fragkiadakis, Leonidas Paroussos, Francesca Cellina, Jalomi Maayan, Isabelle Stadelmann, Alexander Fuchs, Turhan Demiray, Nik Zielonka, Evelina Trutnevyte

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evangelos Panos

Consistency across Swiss and Global Scenarios methodology for Life Cycle Assesement

Romain Sacchi

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Romain Sacchi

Develop a resilience and sustainability concept for the urban context

Marc Melliger, Martin Jakob, Zoe Talary

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Marc Melliger

Documentation on the SURE Energy grid modelling approach

Alexander Fuchs, Turhan Demiray

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Alex Fuchs

Local stakeholder analysis and system mapping in SURE

Francesca Celina, Jalomi Maayan Tardif, Matteo Palucci, Roman Rudel

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Jalomi Tardif

Modeling spatial scenarios of disruptive growth in PV and heat pumps

Evelina Trutnevyte, Nik Zielonka, Verena Heinisch, Jonas Müller, Jan-Philipp Sasse, Xin Wen, Haodong Zhang

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Evelina Trutnevyte

Resilience and sustainability concept for the industry and the mobility sector

Marc Melliger, Alexander Fuchs, Martin Jakob, Zoe Talary

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Marc Melliger

Techno-economic cost-effectiveness analysis of process heat decarbonization options

Martin Jakob, Marc Melliger, Joachim Bagemihl, Zoe Talary

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion,

CONTACT PERSON

Marc Melliger

Crystal ball to foresee energy technology progress?

Evelina Trutnevyte, Nik Zielonka, Xin Wen

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion, Policy, Political sphere, Politics, Polity, Social tipping, Tipping dynamics,

CONTACT PERSON

Evelina Trutnevyte

Die nationale Netzgesellschaft Swissgrid: Wer haftet für die sichere Stromversorgung der Schweiz? Eine Aufgabe von nationalem Interesse in privatrechtlichem Gewand.

Robert Baumann

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion, Policy, Political sphere, Politics, Polity, Social tipping, Tipping dynamics,

CONTACT PERSON

Reto Müller

Global Sensitivity Analysis of Background Life Cycle Inventories

Aleksandra Kim, Christopher L. Mutel, Andreas Froemelt, Stefanie Hellweg

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion, Policy, Political sphere, Politics, Polity, Social tipping, Tipping dynamics, analysis, assessment, Brightway, food consumption, global, life cycle, reduction, sensitivity, supply chain, Swiss household, traversal, uncertainty,

CONTACT PERSON

Romain Sacchi

Long-term energy efficiency and decarbonization trajectories for the Swiss pulp and paper industry

Michel D. Obrist, Ramachandran Kannan, Russell McKenna, Thomas J. Schmidt, Tom Kober

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion, Policy, Political sphere, Politics, Polity, Social tipping, Tipping dynamics, analysis, assessment, Brightway, food consumption, global, life cycle, reduction, sensitivity, supply chain, Swiss household, traversal, uncertainty, Deep decarbonization scenario analysis, Energy efficiency, High-temperature heat pumps, Material flow modeling, Pulp and paper industry, Techno-economic bottom-up modeling, TIMES,

CONTACT PERSON

Evangelos Panos

Quantifying the implications of behavioral changes induced by digitalization on energy transition: A systematic review of methodological approaches

Lidia Stermieri, Tom Kober, Thomas J. Schmidt, Russel McKenna, Evangelos Panos

2023

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion, Policy, Political sphere, Politics, Polity, Social tipping, Tipping dynamics, analysis, assessment, Brightway, food consumption, global, life cycle, reduction, sensitivity, supply chain, Swiss household, traversal, uncertainty, Deep decarbonization scenario analysis, Energy efficiency, High-temperature heat pumps, Material flow modeling, Pulp and paper industry, Techno-economic bottom-up modeling, TIMES, Behavioral changes, Energy impacts, Higher-order impact, ICT applications, users behavior,

CONTACT PERSON

Evangelos Panos

Robust high-dimensional screening

Aleksandra Kim, Christopher Mutel, Andreas Froemelt

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion, Policy, Political sphere, Politics, Polity, Social tipping, Tipping dynamics, analysis, assessment, Brightway, food consumption, global, life cycle, reduction, sensitivity, supply chain, Swiss household, traversal, uncertainty, Deep decarbonization scenario analysis, Energy efficiency, High-temperature heat pumps, Material flow modeling, Pulp and paper industry, Techno-economic bottom-up modeling, TIMES, Behavioral changes, Energy impacts, Higher-order impact, ICT applications, users behavior, Convergence, Environmental impact assessment, Global sensitivity analysis, High-dimensional models, Life cycle assessment, Robustness, Validation,

CONTACT PERSON

Romain Sacchi

Samplets: Construction and scattered data compression

Helmut Harbrecht, Michael Multerer

2022

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion, Policy, Political sphere, Politics, Polity, Social tipping, Tipping dynamics, analysis, assessment, Brightway, food consumption, global, life cycle, reduction, sensitivity, supply chain, Swiss household, traversal, uncertainty, Deep decarbonization scenario analysis, Energy efficiency, High-temperature heat pumps, Material flow modeling, Pulp and paper industry, Techno-economic bottom-up modeling, TIMES, Behavioral changes, Energy impacts, Higher-order impact, ICT applications, users behavior, Convergence, Environmental impact assessment, Global sensitivity analysis, High-dimensional models, Life cycle assessment, Robustness, Validation, Data compression, Kernel methods, Multiresolution analysis, Unstructured data,

CONTACT PERSON

Michael Multerer

Long term energy transformation pathways. Integrated Scenario Analysis with the Swiss TIMES energy systems model

Panos Evangelos, Kober Tom, Kannan Ramachandran, Hirschberg Stefan

2021

Energy system optimization, Model accuracy, Out-of-sample testing, Solar PV, Spatial projections, Technology diffusion, climate change mitigation, granular energy technologies, model evaluation, probabilistic projections, spatial technology diffusion, Policy, Political sphere, Politics, Polity, Social tipping, Tipping dynamics, analysis, assessment, Brightway, food consumption, global, life cycle, reduction, sensitivity, supply chain, Swiss household, traversal, uncertainty, Deep decarbonization scenario analysis, Energy efficiency, High-temperature heat pumps, Material flow modeling, Pulp and paper industry, Techno-economic bottom-up modeling, TIMES, Behavioral changes, Energy impacts, Higher-order impact, ICT applications, users behavior, Convergence, Environmental impact assessment, Global sensitivity analysis, High-dimensional models, Life cycle assessment, Robustness, Validation, Data compression, Kernel methods, Multiresolution analysis, Unstructured data,

CONTACT PERSON

Evangelos Panos